Toggle Poster Visibility
Poster
#4815
SpaceServe: Spatial Multiplexing of Complementary Encoders and Decoders for Multimodal LLMs
Poster
None
DSCS: Fast CPDAG-Based Verification of Collapsible Submodels in High-Dimensional Bayesian Networks
[
Poster]
[
OpenReview]
Poster
None
Bridging the Gap Between Cross-Domain Theory and Practical Application: A Case Study on Molecular Dissolution
[
Poster]
[
OpenReview]
Poster
None
NTKMTL: Mitigating Task Imbalance in Multi-Task Learning from Neural Tangent Kernel Perspective
[
Poster]
[
OpenReview]
Poster
@ Don Alberto 4 None
UniGTE: Unified Graph–Text Encoding for Zero-Shot Generalization across Graph Tasks and Domains
[
Poster]
[
OpenReview]
Poster
#4815
SpaceServe: Spatial Multiplexing of Complementary Encoders and Decoders for Multimodal LLMs
Poster
None
Spatial-Aware Decision-Making with Ring Attractors in Reinforcement Learning Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Open-Vocabulary Part Segmentation via Progressive and Boundary-Aware Strategy
[
Poster]
[
OpenReview]
Poster
None
Attention! Your Vision Language Model Could Be Maliciously Manipulated
[
Poster]
[
OpenReview]
Poster
#4815
SpaceServe: Spatial Multiplexing of Complementary Encoders and Decoders for Multimodal LLMs
Poster
None
CMoB: Modality Valuation via Causal Effect for Balanced Multimodal Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Noisy Multi-Label Learning through Co-Occurrence-Aware Diffusion
[
Poster]
[
OpenReview]
Poster
None
Hippocampal-like Sequential Editing for Continual Knowledge Updates in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Automatic Visual Instrumental Variable Learning for Confounding-Resistant Domain Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
Miss-ReID: Delivering Robust Multi-Modality Object Re-Identification Despite Missing Modalities
[
Slides]
[
Poster]
[
OpenReview]
Poster
None
ModuLM: Enabling Modular and Multimodal Molecular Relational Learning with Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Registration Desk
Sat Nov 29 01:00 PM -- 04:00 PM (PST) @ Sal 1 (Business Center) None
Registration Desk
Registration Desk
Sun Nov 30 06:00 AM -- 04:00 PM (PST) @ Foyer None
Registration Desk
Affinity Workshop
Sun Nov 30 07:00 AM -- 11:00 AM (PST) @ Don Alberto 2 None
Women in ML, LatinX in AI, Queer in AI Affinity workshop
Break
Sun Nov 30 07:00 AM -- 07:30 AM (PST) @ Foyer None
Coffee Break
Break
Sun Nov 30 10:30 AM -- 11:30 AM (PST) @ Foyer None
Coffee Break
Affinity Poster Session
Sun Nov 30 11:00 AM -- 01:00 PM (PST) @ Julian & Sol None
Women in ML, LatinX in AI, Queer in AI Affinity Poster Session
Workshop
Sun Nov 30 11:00 AM -- 06:00 PM (PST) @ Don Alberto 2 None
NeurIPS 2025 Workshop on Embodied and Safe-Assured Robotic Systems
[
OpenReview]
Workshop
Sun Nov 30 11:00 AM -- 06:00 PM (PST) @ Don Alberto 1 None
NeurIPS 2025 Workshop on Socially Responsible and Trustworthy Foundation Models
[
OpenReview]
Workshop
Sun Nov 30 11:00 AM -- 06:00 PM (PST) @ Don Alberto 3 None
NeurIPS2025 Workshop Research Development of AI in Mexico: Main Applications
[
OpenReview]
Workshop
Sun Nov 30 11:00 AM -- 06:00 PM (PST) @ Don Alberto 4 None
Vision Language Models: Challenges of Real World Deployment
[
OpenReview]
Break
Sun Nov 30 02:30 PM -- 03:30 PM (PST) @ Foyer None
Coffee Break
Breakfast
Mon Dec 01 05:00 AM -- 08:00 AM (PST) @ Terrace None
Breakfast
Registration Desk
Mon Dec 01 05:30 AM -- 03:00 PM (PST) @ Foyer None
Registration Desk
Streaming Lounge
Mon Dec 01 06:00 AM -- 04:00 PM (PST) @ Julian & Sol None
Streaming Lounge
Workshop
Mon Dec 01 06:30 AM -- 01:30 PM (PST) @ Don Alberto 2 None
First Workshop on LLM Persona Modeling
[
OpenReview]
Workshop
Mon Dec 01 06:50 AM -- 10:40 AM (PST) @ Don Alberto 3 None
7th International Workshop on Large Scale Holistic Video Understanding: Toward Video Foundation Models
[
OpenReview]
Workshop
Mon Dec 01 07:00 AM -- 01:45 PM (PST) @ Don Alberto 4 None
NORA: The First Workshop on Knowledge Graphs & Agentic Systems Interplay
[
OpenReview]
Workshop
Mon Dec 01 07:30 AM -- 03:00 PM (PST) @ Don Alberto 1 None
Centering Low-Resource Languages and Cultures in the Age of Large Language Models
[
OpenReview]
Break
Mon Dec 01 08:00 AM -- 08:45 AM (PST) @ Foyer None
Coffee Break
Break
Mon Dec 01 10:00 AM -- 11:00 AM (PST) @ Terrace None
Lunch
San Diego Registration Desk
Mon Dec 01 12:00 PM -- 06:00 PM (PST) @ Exhibit Hall D Foyer None
Registration Desk
Break
Mon Dec 01 01:00 PM -- 01:45 PM (PST) @ Foyer None
Coffee Break
Breakfast
Tue Dec 02 05:00 AM -- 08:00 AM (PST) @ Terrace None
Breakfast
San Diego Registration Desk
Tue Dec 02 07:30 AM -- 06:00 PM (PST) @ Exhibit Hall D Foyer None
Registration Desk
Affinity Event
Tue Dec 02 08:00 AM -- 05:00 PM (PST) @ Upper Level Ballroom 20CD None
Women in Machine Learning
Expo Talk Panel
Tue Dec 02 08:30 AM -- 09:30 AM (PST) @ Upper Level Ballroom 6AB None
Foundational Generative Recommendations for E-Commerce
Expo Talk Panel
Tue Dec 02 08:30 AM -- 09:30 AM (PST) @ Upper Level Ballroom 20AB None
Beyond Benchmarks: Rethinking Reasoning in Language Models
Expo Talk Panel
Tue Dec 02 08:30 AM -- 09:30 AM (PST) @ Exhibit Hall F None
Multimodal Data Foundation at Industry-Scale
[
Slides]
Expo Talk Panel
Tue Dec 02 08:30 AM -- 09:30 AM (PST) @ Upper Level Room 28A-E None
Telling Stories at Scale: Multimodal ML in the Global Media Landscape
Expo Talk Panel
Tue Dec 02 08:30 AM -- 09:30 AM (PST) @ Upper Level Room 30A-E None
GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection
Expo Talk Panel
Tue Dec 02 08:30 AM -- 09:30 AM (PST) @ Exhibit Hall G,H None
Data Scout: “From Prompt to Corpus: Accelerating Domain-Specific Data Collection with LLMGuided Discovery”
Expo Talk Panel
Tue Dec 02 08:30 AM -- 09:30 AM (PST) @ Upper Level Ballroom 6CDEF None
Toward General Full Autonomy: Open Research Challenges in Scalable Self-Driving
Affinity Event
Tue Dec 02 09:00 AM -- 05:00 PM (PST) @ Upper Level Room 33ABC None
LatinX in AI
Break
Tue Dec 02 09:00 AM -- 10:00 AM (PST) None
Coffee Break
Break
Tue Dec 02 09:00 AM -- 10:00 AM (PST) @ Foyer None
Coffee Break
Registration Desk
Tue Dec 02 09:00 AM -- 03:00 PM (PST) @ Foyer None
Registration Desk
Streaming Lounge
Tue Dec 02 09:30 AM -- 04:00 PM (PST) @ Julian & Sol None
Streaming Lounge
Tutorial
Tue Dec 02 09:30 AM -- 12:00 PM (PST) @ Don Alberto 3 None
From Tuning to Guarantees: Statistically Valid Hyperparameter Selection
[
Slides]
Tutorial
Tue Dec 02 09:30 AM -- 12:00 PM (PST) @ Don Alberto 4 None
Geospatial Foundation Models: Overview, Application and Benchmarking
[
Slides]
Tutorial
Tue Dec 02 09:30 AM -- 12:00 PM (PST) @ Upper Level Ballroom 6AB None
Energy and Power as First-Class ML Design Metrics
Tutorial
Tue Dec 02 09:30 AM -- 12:00 PM (PST) @ Exhibit Hall G,H None
Explain AI Models: Methods and Opportunities in Explainable AI, Data-Centric AI, and Mechanistic Interpretability
Tutorial
Tue Dec 02 09:30 AM -- 12:00 PM (PST) @ Upper Level Room 28A-E None
Foundations of Tensor/Low-Rank Computations for AI
Tutorial
Tue Dec 02 09:30 AM -- 12:00 PM (PST) @ Upper Level Ballroom 20AB None
Planning in the Era of Language Models
[
Slides]
Tutorial
Tue Dec 02 09:30 AM -- 12:00 PM (PST) @ Don Alberto 2 None
Efficient Transformers: State of the art in pruning, sparse attention, and transformer funneling
[
Slides]
Tutorial
Tue Dec 02 09:30 AM -- 12:00 PM (PST) @ Upper Level Ballroom 6CDEF None
New Frontiers of Hyperparameter Optimization: Recent advances and open challenges in theory and practice
[
Slides]
Tutorial
Tue Dec 02 09:30 AM -- 12:00 PM (PST) @ Upper Level Room 30A-E None
Model Merging: Theory, Practice and Applications
[
Slides]
Tutorial
Tue Dec 02 09:30 AM -- 12:00 PM (PST) @ Exhibit Hall F None
Human-AI Alignment: Foundations, Methods, Practice, and Challenges
[
Slides]
Education Track Session
Tue Dec 02 10:00 AM -- 05:00 PM (PST) @ Upper Level Room 9 None
Education Track
Break
Tue Dec 02 12:00 PM -- 01:00 PM (PST) @ Terrace None
Lunch
Exhibit Sponsor Hall
Tue Dec 02 12:00 PM -- 08:00 PM (PST) @ Exhibit Hall A,B None
Exhibit Sponsor Hall
Break
Tue Dec 02 12:00 PM -- 01:30 PM (PST) None
Hosted Lunch
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
Reasoning through Multimodal End-to-End Decision Transformer Networks and Vision Language Action (VLA) models
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
ContextForge
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
Soft Prompts for On-Device Content Moderation
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
ALICE: Agentic Logic for Incident and Codebug Elimination
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
LLM-Powered Intelligent Data Engineering: From Workflow Design to Ingestion andQuality Assurance
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
BeeAI
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
Building Safe, Compliant, and Observable Agentic Systems for Generative AI Applications
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
Multimodal AI Forensic Search for Video Surveillance
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
Pushing the boundaries of chemical synthesis with RetroChimera
[
Slides]
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
SwiftEdit: Fast Text-guided Image Editing via One-step Diffusion on a Mobile Device
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
Mobile Video Diffusion Transformers
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
Disaggregated LLM Serving on AI Accelerators
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
Parallel generation with verification on device
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
Efficient LiDAR Processing with AI Models Leveraging Heterogeneous Compute
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
Who Needs Attention Anyway? Elastic State Models for Real-Time Streaming Tasks
[
Slides]
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
Generating group photos of multiple people from text and reference images
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
Interpretable AI for Risk-Based Assessment in Global Supply Chains
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
Build verifiable apps using Generative AI and Automated Reasoning
Expo Demonstration
Tue Dec 02 12:00 PM -- 03:00 PM (PST) @ Upper Level Room 29A-D None
Learning to Steer LLMs with AI Steerability 360 and In-Context Explainability 360
Expo Workshop
Tue Dec 02 12:00 PM -- 01:30 PM (PST) @ Upper Level Ballroom 6CDEF None
Introduction to Generative Computing
Expo Workshop
Tue Dec 02 12:00 PM -- 01:30 PM (PST) @ Upper Level Ballroom 20AB None
Checkmate: Fine-tune your own small language model for real-time chess reasoning and gameplay on AWS Trainium
Expo Workshop
Tue Dec 02 12:00 PM -- 01:30 PM (PST) @ Exhibit Hall G,H None
Large-Scale Real-World Physical AI Systems
Expo Workshop
Tue Dec 02 12:00 PM -- 01:30 PM (PST) @ Upper Level Ballroom 6AB None
Multimodal Superintelligence Workshop
Expo Workshop
Tue Dec 02 12:00 PM -- 01:30 PM (PST) @ Upper Level Room 28A-E None
CausalFairness: An Open-Source Python Library for Causal Fairness Analysis
[
Slides]
Expo Workshop
Tue Dec 02 12:00 PM -- 01:30 PM (PST) @ Upper Level Room 30A-E None
Exploring Trust and Reliability in LLM Evaluation
Expo Workshop
Tue Dec 02 12:00 PM -- 01:30 PM (PST) @ Exhibit Hall F None
Creative and Protective AI for Music and Entertainment
Exhibitor Spot Talks
Tue Dec 02 12:00 PM -- 06:00 PM (PST) @ Exhibit Hall A,B None
Exhibitor Spot Talks - Session 1
Talk
Tue Dec 02 12:00 PM -- 12:12 PM (PST) @ Exhibit Hall A,B None
Exhibitor Talk - Simular
Talk
Tue Dec 02 12:15 PM -- 12:27 PM (PST) @ Exhibit Hall A,B None
Recycling the World Computer: Fault-Tolerant LLM Training on Idle GPU Capacity
[
Slides]
Talk
Tue Dec 02 12:30 PM -- 12:42 PM (PST) @ Exhibit Hall A,B None
Half Is Heroic: Rewarding Non-Answers for Responsible AI Decision-Making
Talk
Tue Dec 02 12:45 PM -- 12:57 PM (PST) @ Exhibit Hall A,B None
Auto-SWE-Bench: Scalable, Real-World Benchmarks for LLM Coding Evaluation
Affinity Event
Tue Dec 02 01:00 PM -- 05:00 PM (PST) @ Upper Level Room 31ABC None
New in ML
Affinity Event
Tue Dec 02 01:00 PM -- 05:30 PM (PST) @ Upper Level Room 32AB None
Muslims in ML
Talk
Tue Dec 02 01:00 PM -- 01:12 PM (PST) @ Mezzanine Room 15AB None
Tabular and Causal Foundation Modelling: TabDPT and CausalPFN
Talk
Tue Dec 02 01:00 PM -- 01:12 PM (PST) @ Exhibit Hall A,B None
Exhibitor Talk - Optiver
Talk
Tue Dec 02 01:15 PM -- 01:27 PM (PST) @ Exhibit Hall A,B None
Exhibitor Talk
Talk
Tue Dec 02 01:15 PM -- 01:27 PM (PST) @ Mezzanine Room 15AB None
Rights Management Capabilities and Enforcement for AI Music
Talk
Tue Dec 02 01:30 PM -- 01:42 PM (PST) @ Exhibit Hall A,B None
Exploring Pathways into Quantitative Research
Talk
Tue Dec 02 01:30 PM -- 01:42 PM (PST) @ Mezzanine Room 15AB None
Semantic Parsing at Bloomberg
Tutorial
Tue Dec 02 01:30 PM -- 04:00 PM (PST) @ Exhibit Hall G,H None
The Science of Benchmarking: What’s Measured, What’s Missed, and What’s Next
Tutorial
Tue Dec 02 01:30 PM -- 04:00 PM (PST) @ Don Alberto 2 None
How to Build Agents to Generate Kernels for Faster LLMs (and Other Models!)
[
Slides]
Tutorial
Tue Dec 02 01:30 PM -- 04:00 PM (PST) @ Don Alberto 4 None
Positional Encoding: Past, Present, and Future
[
Slides]
Tutorial
Tue Dec 02 01:30 PM -- 04:00 PM (PST) @ Upper Level Room 30A-E None
Autoregressive Models Beyond Language
Tutorial
Tue Dec 02 01:30 PM -- 04:00 PM (PST) @ Don Alberto 1 None
Science of Trustworthy Generative Foundation Models
[
Slides]
Tutorial
Tue Dec 02 01:30 PM -- 04:00 PM (PST) @ Upper Level Ballroom 6AB None
Theoretical Insights on Training Instability in Deep Learning
[
Slides]
Tutorial
Tue Dec 02 01:30 PM -- 04:00 PM (PST) @ Upper Level Ballroom 6CDEF None
Scale Test-Time Compute on Modern Hardware
Tutorial
Tue Dec 02 01:30 PM -- 04:00 PM (PST) @ Exhibit Hall F None
Data Privacy, Memorization, & Legal Implications in Generative AI: A Practical Guide
Tutorial
Tue Dec 02 01:30 PM -- 04:00 PM (PST) @ Upper Level Room 28A-E None
Recent Developments in Geometric Machine Learning: Foundations, Models, and More
[
Slides]
Tutorial
Tue Dec 02 01:30 PM -- 04:00 PM (PST) @ Upper Level Ballroom 20AB None
Foundations of Imitation Learning: From Language Modeling to Continuous Control
[
Slides]
Talk
Tue Dec 02 01:45 PM -- 01:57 PM (PST) @ Exhibit Hall A,B None
Entropy by Design: Synthetic Data at Scale
Talk
Tue Dec 02 01:45 PM -- 01:57 PM (PST) @ Mezzanine Room 15AB None
ATLAS: AdapTive-LeArning Speculator System for Real-Time LLM Inference Acceleration with Together AI
Talk
Tue Dec 02 02:00 PM -- 02:12 PM (PST) @ Mezzanine Room 15AB None
Exhibitor Talk - Cohere
Talk
Tue Dec 02 02:15 PM -- 02:27 PM (PST) @ Mezzanine Room 15AB None
Agentic AI: Exploring Evolution and Evaluation
Talk
Tue Dec 02 02:15 PM -- 02:27 PM (PST) @ Exhibit Hall A,B None
Drug Discovery with Large-Scale, Physics-Based Synthetic Data at D. E. Shaw Research
Talk
Tue Dec 02 02:30 PM -- 02:42 PM (PST) @ Mezzanine Room 15AB None
Measuring Emergent Behavior in AI Agents - Weights & Biases
Talk
Tue Dec 02 02:30 PM -- 02:42 PM (PST) @ Exhibit Hall A,B None
Measuring Enterprise Agents - Production Readiness Index and Evaluation Environment
Talk
Tue Dec 02 02:45 PM -- 02:57 PM (PST) @ Mezzanine Room 15AB None
Latent Thought Models with Variational Bayes Inference-Time Computation
[
Slides]
Talk
Tue Dec 02 02:45 PM -- 02:57 PM (PST) @ Exhibit Hall A,B None
New Frontier of AI: Eval, RL, and What's Next
Talk
Tue Dec 02 03:00 PM -- 03:12 PM (PST) @ Exhibit Hall A,B None
Exhibitor Talk - MathWorks: Would you trust your AI model with your life?
Talk
Tue Dec 02 03:15 PM -- 03:27 PM (PST) @ Exhibit Hall A,B None
I for Code: What We’ve Learned (and Whats Next)
Talk
Tue Dec 02 03:30 PM -- 03:42 PM (PST) @ Exhibit Hall A,B None
From Agent Soup to Proper Software Design: Putting the Developer Back in Control of Generative AI with Mellea
Talk
Tue Dec 02 03:45 PM -- 03:57 PM (PST) @ Exhibit Hall A,B None
Realizing Personal and Enterprise AI Twins - Lenovo
Break
Tue Dec 02 04:00 PM -- 04:30 PM (PST) None
Coffee Break
Expo Talk Panel
Tue Dec 02 04:00 PM -- 05:00 PM (PST) @ Upper Level Room 28A-E None
Ring-1T, Ring-linear and Ming-Flash-Omni: Scaling Knowledge-Enhanced Large Language Models for Reasoning and Efficiency
Expo Talk Panel
Tue Dec 02 04:00 PM -- 05:00 PM (PST) @ Exhibit Hall F None
Recent developments in embodied AI
[
Slides]
Expo Talk Panel
Tue Dec 02 04:00 PM -- 05:00 PM (PST) @ Exhibit Hall G,H None
Building Foundational Models for Robotics at Tesla
Expo Talk Panel
Tue Dec 02 04:00 PM -- 05:00 PM (PST) @ Upper Level Ballroom 6CDEF None
Distributed Orthonormal Updates for Large-Scale Training
Expo Talk Panel
Tue Dec 02 04:00 PM -- 05:00 PM (PST) @ Upper Level Ballroom 20AB None
Agentic AI/RL
[
Slides]
Expo Talk Panel
Tue Dec 02 04:00 PM -- 05:00 PM (PST) @ Upper Level Room 30A-E None
Building an AI Ecosystem for Multiscale Biological Discovery
Reception
Tue Dec 02 04:00 PM -- 06:00 PM (PST) @ Terrace None
Opening Reception
Talk
Tue Dec 02 04:00 PM -- 04:12 PM (PST) @ Exhibit Hall A,B None
From RLHF to RL Environments - Welcoming Agents to the Real World
Talk
Tue Dec 02 04:15 PM -- 04:27 PM (PST) @ Exhibit Hall A,B None
Exhibitor Talk - WRITER
Talk
Tue Dec 02 04:30 PM -- 04:42 PM (PST) @ Exhibit Hall A,B None
Exhibitor Talk - Rennaissance Philanthropy
Talk
Tue Dec 02 04:45 PM -- 04:57 PM (PST) @ Exhibit Hall A,B None
Algorithmic Trading with Large-Scale Deep Learning
Talk
Tue Dec 02 05:00 PM -- 05:12 PM (PST) @ Exhibit Hall A,B None
Automated Curation of Foundation-Scale Pretraining Datasets
Talk
Tue Dec 02 05:15 PM -- 05:27 PM (PST) @ Exhibit Hall A,B None
Databricks Presents a New IDP Benchmark
Remarks
Tue Dec 02 05:30 PM -- 06:00 PM (PST) @ Exhibit Hall G,H None
Welcome Remarks
Talk
Tue Dec 02 05:30 PM -- 05:42 PM (PST) @ Exhibit Hall A,B None
Decentralized Diffusion Models
Talk
Tue Dec 02 05:45 PM -- 06:00 PM (PST) @ Exhibit Hall A,B None
The State of Open Source AI and a Look Into the Future
Affinity Poster Session
Tue Dec 02 06:00 PM -- 09:00 PM (PST) @ San: Exhibit Hall C None
Affinity Joint Poster Session
Reception
Tue Dec 02 06:00 PM -- 08:00 PM (PST) @ Exhibit Hall A,B + Sails Pavilion None
Welcome Reception
Breakfast
Wed Dec 03 05:00 AM -- 08:00 AM (PST) @ Terrace None
Breakfast
San Diego Registration Desk
Wed Dec 03 07:30 AM -- 06:00 PM (PST) @ Exhibit Hall D Foyer None
Registration Desk
Break
Wed Dec 03 08:00 AM -- 08:30 AM (PST) None
Coffee Break
Break
Wed Dec 03 08:00 AM -- 08:45 AM (PST) @ Foyer None
Coffee Break
Registration Desk
Wed Dec 03 08:00 AM -- 04:00 PM (PST) @ Foyer None
Registration Desk
San Diego Invited Talk
Wed Dec 03 08:30 AM -- 09:30 AM (PST) @ Exhibit Hall F,G,H None
The Oak Architecture: A Vision of SuperIntelligence from Experience
Mexico City Invited Talk
Wed Dec 03 08:30 AM -- 09:30 AM (PST) @ Don Alberto 1 None
The Oak Architecture: A Vision of SuperIntelligence from Experience
Streaming Lounge
Wed Dec 03 08:30 AM -- 04:00 PM (PST) @ Julian & Sol None
Streaming Lounge
Exhibit Sponsor Hall
Wed Dec 03 09:00 AM -- 05:00 PM (PST) @ Exhibit Hall A,B None
Exhibit Sponsor Hall
Break
Wed Dec 03 09:30 AM -- 10:00 AM (PST) None
Coffee Break
Break
Wed Dec 03 09:30 AM -- 10:30 AM (PST) @ Terrace None
Lunch
Exhibitor Spot Talks
Wed Dec 03 09:30 AM -- 04:45 PM (PST) @ Exhibit Hall A,B None
Exhibitor Spot Talks - Session 2
Talk
Wed Dec 03 09:30 AM -- 09:42 AM (PST) @ Exhibit Hall A,B None
Arm AI Acceleration in Action: ExecuTorch + ONNX on Mobile and Edge
Talk
Wed Dec 03 09:45 AM -- 09:57 AM (PST) @ Exhibit Hall A,B None
The Importance and Fragility of CoT Monitorability
Oral
Wed Dec 03 10:00 AM -- 10:20 AM (PST) @ Upper Level Ballroom 6CDEF None
Dynam3D: Dynamic Layered 3D Tokens Empower VLM for Vision-and-Language Navigation
[
Slides]
[
OpenReview]
Mexico City Oral
Wed Dec 03 10:00 AM -- 10:20 AM (PST) @ Don Alberto 1 None
Understanding and Mitigating Numerical Sources of Nondeterminism in LLM Inference
Oral
Wed Dec 03 10:00 AM -- 10:20 AM (PST) @ Upper Level Ballroom 20D None
Adjoint Schrödinger Bridge Sampler
[
OpenReview]
Oral
Wed Dec 03 10:00 AM -- 10:20 AM (PST) @ Upper Level Ballroom 20AB None
Optimal Mistake Bounds for Transductive Online Learning
[
OpenReview]
Oral
Wed Dec 03 10:00 AM -- 10:20 AM (PST) @ Exhibit Hall F,G,H None
Understanding and Mitigating Numerical Sources of Nondeterminism in LLM Inference
[
OpenReview]
Oral
Wed Dec 03 10:00 AM -- 10:20 AM (PST) @ Upper Level Ballroom 6AB None
Representation Entanglement for Generation: Training Diffusion Transformers Is Much Easier Than You Think
[
OpenReview]
Mexico City Oral
Wed Dec 03 10:00 AM -- 10:20 AM (PST) @ Don Alberto 3 None
Optimal Mistake Bounds for Transductive Online Learning
Mexico City Oral
Wed Dec 03 10:00 AM -- 10:20 AM (PST) @ Don Alberto 2 None
Representation Entanglement for Generation: Training Diffusion Transformers Is Much Easier Than You Think
Mexico City Oral
Wed Dec 03 10:00 AM -- 10:20 AM (PST) @ Don Alberto 4 None
Dynam3D: Dynamic Layered 3D Tokens Empower VLM for Vision-and-Language Navigation
San Diego Oral Session
Wed Dec 03 10:00 AM -- 11:00 AM (PST) @ Exhibit Hall F,G,H None
Oral 1A Language Model 1
Mexico City Oral Session
Wed Dec 03 10:00 AM -- 11:00 AM (PST) @ Don Alberto 1 None
Oral 1A Language Model 1
San Diego Oral Session
Wed Dec 03 10:00 AM -- 11:00 AM (PST) @ Upper Level Ballroom 6AB None
Oral 1B Generation/Simulation 1
Mexico City Oral Session
Wed Dec 03 10:00 AM -- 11:00 AM (PST) @ Don Alberto 2 None
Oral 1B Generation/Simulation 1
San Diego Oral Session
Wed Dec 03 10:00 AM -- 11:00 AM (PST) @ Upper Level Ballroom 20AB None
Oral 1C Theory 1
Mexico City Oral Session
Wed Dec 03 10:00 AM -- 11:00 AM (PST) @ Don Alberto 3 None
Oral 1C Theory 1
Mexico City Oral Session
Wed Dec 03 10:00 AM -- 11:00 AM (PST) @ Don Alberto 4 None
Oral 1D Multimodal 1
San Diego Oral Session
Wed Dec 03 10:00 AM -- 11:00 AM (PST) @ Upper Level Ballroom 6CDEF None
Oral 1D Multimodal 1
San Diego Oral Session
Wed Dec 03 10:00 AM -- 11:00 AM (PST) @ Upper Level Ballroom 20D None
Oral 1E Algorithm 1
Talk
Wed Dec 03 10:00 AM -- 10:12 AM (PST) @ Exhibit Hall A,B None
Financial Markets: The Ultimate Testbed for Intelligence (Susquehanna)
Talk
Wed Dec 03 10:15 AM -- 10:27 AM (PST) @ Exhibit Hall A,B None
Scaling AI Workloads with Decentralized GPU Networks: A Systems Perspective
Oral
Wed Dec 03 10:20 AM -- 10:40 AM (PST) @ Upper Level Ballroom 6CDEF None
Perception Encoder: The best visual embeddings are not at the output of the network
[
OpenReview]
Oral
Wed Dec 03 10:20 AM -- 10:40 AM (PST) @ Upper Level Ballroom 20AB None
High-Dimensional Calibration from Swap Regret
[
OpenReview]
Oral
Wed Dec 03 10:20 AM -- 10:40 AM (PST) @ Upper Level Ballroom 6AB None
On the Closed-Form of Flow Matching: Generalization Does Not Arise from Target Stochasticity
[
OpenReview]
Oral
Wed Dec 03 10:20 AM -- 10:40 AM (PST) @ Upper Level Ballroom 20D None
Rethinking Joint Maximum Mean Discrepancy for Visual Domain Adaptation
[
OpenReview]
San Diego Oral
Wed Dec 03 10:20 AM -- 10:40 AM (PST) @ Exhibit Hall F,G,H None
Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond)
[
OpenReview]
Mexico City Oral
Wed Dec 03 10:20 AM -- 10:40 AM (PST) @ Don Alberto 3 None
High-Dimensional Calibration from Swap Regret
Mexico City Oral
Wed Dec 03 10:20 AM -- 10:40 AM (PST) @ Don Alberto 2 None
On the Closed-Form of Flow Matching: Generalization Does Not Arise from Target Stochasticity
Mexico City Oral
Wed Dec 03 10:20 AM -- 10:40 AM (PST) @ Don Alberto 1 None
Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond)
Mexico City Oral
Wed Dec 03 10:20 AM -- 10:40 AM (PST) @ Don Alberto 4 None
Perception Encoder: The best visual embeddings are not at the output of the network
Talk
Wed Dec 03 10:30 AM -- 10:42 AM (PST) @ Exhibit Hall A,B None
Dolphin: A Large-Scale ASR Model for Eastern Languages
Oral
Wed Dec 03 10:40 AM -- 11:00 AM (PST) @ Upper Level Ballroom 6AB None
Why Diffusion Models Don’t Memorize: The Role of Implicit Dynamical Regularization in Training
[
OpenReview]
Oral
Wed Dec 03 10:40 AM -- 11:00 AM (PST) @ Upper Level Ballroom 6CDEF None
Interactive Cross-modal Learning for Text-3D Scene Retrieval
[
Slides]
[
OpenReview]
Oral
Wed Dec 03 10:40 AM -- 11:00 AM (PST) @ Exhibit Hall F,G,H None
SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing
[
OpenReview]
Oral
Wed Dec 03 10:40 AM -- 11:00 AM (PST) @ Upper Level Ballroom 20D None
Class-wise Balancing Data Replay for Federated Class-Incremental Learning
[
OpenReview]
Oral
Wed Dec 03 10:40 AM -- 11:00 AM (PST) @ Upper Level Ballroom 20AB None
Does Stochastic Gradient really succeed for bandits?
[
OpenReview]
Mexico City Oral
Wed Dec 03 10:40 AM -- 11:00 AM (PST) @ Don Alberto 2 None
Why Diffusion Models Don’t Memorize: The Role of Implicit Dynamical Regularization in Training
Mexico City Oral
Wed Dec 03 10:40 AM -- 11:00 AM (PST) @ Don Alberto 4 None
Interactive Cross-modal Learning for Text-3D Scene Retrieval
Mexico City Oral
Wed Dec 03 10:40 AM -- 11:00 AM (PST) @ Don Alberto 1 None
SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing
Mexico City Oral
Wed Dec 03 10:40 AM -- 11:00 AM (PST) @ Don Alberto 3 None
Does Stochastic Gradient really succeed for bandits?
Talk
Wed Dec 03 10:45 AM -- 10:57 AM (PST) @ Exhibit Hall A,B None
AI for Creativity
Creative AI Panel
Wed Dec 03 11:00 AM -- 12:00 PM (PST) @ Upper Level Room 30A-E None
Design for Intelligence: Humans, Machines and Nature in Emergent Co-Creation
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Adaptive Sigmoid Clipping for Balancing the Direction–Magnitude Mismatch Trade-off in Differentially Private Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2111
Spectral Analysis of Representational Similarity with Limited Neurons
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4313
RelationAdapter: Learning and Transferring Visual Relation with Diffusion Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4918
Mitigating Semantic Collapse in Partially Relevant Video Retrieval
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5500
Position: Benchmarking is Broken - Don't Let AI be Its Own Judge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3613
Seeds of Structure: Patch PCA Reveals Universal Compositional Cues in Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #203
BRACE: A Benchmark for Robust Audio Caption Quality Evaluation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5314
WearVQA: A Visual Question Answering Benchmark for Wearables in Egocentric Authentic Real-world scenarios
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4412
FSI-Edit: Frequency and Stochasticity Injection for Flexible Diffusion-Based Image Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4819
MIP against Agent: Malicious Image Patches Hijacking Multimodal OS Agents
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1106
Efficient Fairness-Performance Pareto Front Computation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4700
PASS: Path-selective State Space Model for Event-based Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4207
Set-LLM: A Permutation-Invariant LLM
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2316
Real-Time Execution of Action Chunking Flow Policies
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #807
Sketched Adaptive Distributed Deep Learning: A Sharp Convergence Analysis
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2308
Aux-Think: Exploring Reasoning Strategies for Data-Efficient Vision-Language Navigation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2707
Rethinking Out-of-Distribution Detection and Generalization with Collective Behavior Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1103
Taught Well Learned Ill: Towards Distillation-conditional Backdoor Attack
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3209
ActiveVOO: Value of Observation Guided Active Knowledge Acquisition for Open-World Embodied Lifted Regression Planning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2407
SMARTraj$^2$: A Stable Multi-City Adaptive Method for Multi-View Spatio-Temporal Trajectory Representation Learning
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3001
Optimal Mistake Bounds for Transductive Online Learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1703
MedMax: Mixed-Modal Instruction Tuning for Training Biomedical Assistants
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
CHPO: Constrained Hybrid-action Policy Optimization for Reinforcement Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1506
Learning Interestingness in Automated Mathematical Theory Formation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2104
ML4CFD Competition: Results and Retrospective Analysis
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1607
MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3718
Fast Solvers for Discrete Diffusion Models: Theory and Applications of High-Order Algorithms
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2000
Generalizable, real-time neural decoding with hybrid state-space models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4710
Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1310
Private Evolution Converges
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3509
DataRater: Meta-Learned Dataset Curation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #402
Causality Meets Locality: Provably Generalizable and Scalable Policy Learning for Networked Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3708
Cross-fluctuation phase transitions reveal sampling dynamics in diffusion models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3800
Efficient Part-level 3D Object Generation via Dual Volume Packing
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5514
OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3607
CCS: Controllable and Constrained Sampling with Diffusion Models via Initial Noise Perturbation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1312
ObCLIP: Oblivious CLoud-Device Hybrid Image Generation with Privacy Preservation
[
Slides]
[
OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5008
Dynam3D: Dynamic Layered 3D Tokens Empower VLM for Vision-and-Language Navigation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3802
SpecEM: Training-Free LLM Ensembling via Iterative Drafting, Verification, and Online Feedback
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1009
For Better or for Worse, Transformers Seek Patterns for Memorization
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #603
An Adaptive Quantum Circuit of Dempster's Rule of Combination for Uncertain Pattern Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1412
Backdoor Mitigation via Invertible Pruning Masks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1915
SkyLadder: Better and Faster Pretraining via Context Window Scheduling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1904
QiMeng-SALV: Signal-Aware Learning for Verilog Code Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2605
Copresheaf Topological Neural Networks: A Generalized Deep Learning Framework
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #903
Purifying Shampoo: Investigating Shampoo's Heuristics by Decomposing its Preconditioner
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4204
HiFC: High-efficiency Flash-based KV Cache Swapping for Scaling LLM Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3600
LookWhere? Efficient Visual Recognition by Learning Where to Look and What to See from Self-Supervision
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5402
Web-Shepherd: Advancing PRMs for Reinforcing Web Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4712
ExAct: A Video-Language Benchmark for Expert Action Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #605
Feel-Good Thompson Sampling for Contextual Bandits: a Markov Chain Monte Carlo Showdown
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #201
ORBIT - Open Recommendation Benchmark for Reproducible Research with Hidden Tests
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3100
Active Seriation: Efficient Ordering Recovery with Statistical Guarantees
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #504
Reverse-Annealed Sequential Monte Carlo for Efficient Bayesian Optimal Experiment Design
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5001
Towards Comprehensive Scene Understanding: Integrating First and Third-Person Views for LVLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4617
CineTechBench: A Benchmark for Cinematographic Technique Understanding and Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #403
Meta-World+: An Improved, Standardized, RL Benchmark
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #200
Bohdi: Heterogeneous LLM Fusion with Automatic Data Exploration
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3701
On the Closed-Form of Flow Matching: Generalization Does Not Arise from Target Stochasticity
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #503
Multivariate Latent Recalibration for Conditional Normalizing Flows
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4608
Neural Atlas Graphs for Dynamic Scene Decomposition and Editing
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1706
PatientSim: A Persona-Driven Simulator for Realistic Doctor-Patient Interactions
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #111
Improving Deep Learning for Accelerated MRI With Data Filtering
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1015
Capturing Polysemanticity with PRISM: A Multi-Concept Feature Description Framework
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1100
Fair Continuous Resource Allocation with Equality of Impact
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5401
Janus-Pro-R1: Advancing Collaborative Visual Comprehension and Generation via Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4718
Benchmarking Retrieval-Augmented Multimomal Generation for Document Question Answering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #908
KOALA++: Efficient Kalman-Based Optimization with Gradient-Covariance Products
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2512
Root Cause Analysis of Outliers with Missing Structural Knowledge
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #112
COCONut-PanCap: Joint Panoptic Segmentation and Grounded Captions for Fine-Grained Understanding and Generation
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4719
MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark for Perspective Perception, Reasoning, and Robustness
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3005
Improved Balanced Classification with Theoretically Grounded Loss Functions
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1403
Inference-Time Reward Hacking in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #110
ChemPile: A 250 GB Diverse and Curated Dataset for Chemical Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1903
DETree: DEtecting Human-AI Collaborative Texts via Tree-Structured Hierarchical Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2516
FuncGenFoil: Airfoil Generation and Editing Model in Function Space
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4109
How to Train Your LLM Web Agent: A Statistical Diagnosis
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2405
ArchPower: Dataset for Architecture-Level Power Modeling of Modern CPU Design
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2016
HetSyn: Versatile Timescale Integration in Spiking Neural Networks via Heterogeneous Synapses
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4211
DNA-DetectLLM: Unveiling AI-Generated Text via a DNA-Inspired Mutation-Repair Paradigm
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3109
From Kolmogorov to Cauchy: Shallow XNet Surpasses KANs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5510
Safe + Safe = Unsafe? Exploring How Safe Images Can Be Exploited to Jailbreak Large Vision-Language Models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1705
MedicalNarratives: Connecting Medical Vision and Language with Localized Narratives
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5011
Recognition through Reasoning: Reinforcing Image Geo-localization with Large Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1910
The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1503
LLM-PySC2: Starcraft II learning environment for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #215
MyoChallenge 2024: A New Benchmark for Physiological Dexterity and Agility in Bionic Humans
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #108
Enhancing Multilingual LLM Pretraining with Model-Based Data Selection
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #202
PANORAMA: A Dataset and Benchmarks Capturing Decision Trails and Rationales in Patent Examination
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1704
FEEL: Quantifying Heterogeneity in Physiological Signals for Generalizable Emotion Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5505
Generalizing Single-Frame Supervision to Event-Level Understanding for Video Anomaly Detection
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1311
Boosting Resilience of Large Language Models through Causality-Driven Robust Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2510
Beyond the Average: Distributional Causal Inference under Imperfect Compliance
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2106
Scaling Physical Reasoning with the PHYSICS Dataset
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1912
VITA-Audio: Fast Interleaved Audio-Text Token Generation for Efficient Large Speech-Language Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3602
EngiBench: A Framework for Data-Driven Engineering Design Research
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5512
Graph-Based Attention for Differentiable MaxSAT Solving
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2703
Merging on the Fly Without Retraining: A Sequential Approach to Scalable Continual Model Merging
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2402
RADAR: Benchmarking Language Models on Imperfect Tabular Data
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4605
Robust Neural Rendering in the Wild with Asymmetric Dual 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1615
TreeFinder: A US-Scale Benchmark Dataset for Individual Tree Mortality Monitoring Using High-Resolution Aerial Imagery
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4708
CAPability: A Comprehensive Visual Caption Benchmark for Evaluating Both Correctness and Thoroughness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2300
Rotary Masked Autoencoders are Versatile Learners
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1114
CARES: Comprehensive Evaluation of Safety and Adversarial Robustness in Medical LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4011
The First Few Tokens Are All You Need: An Efficient and Effective Unsupervised Prefix Fine-Tuning Method for Reasoning Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1510
STEER-ME: Assessing the Microeconomic Reasoning of Large Language Models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3706
Physics-Constrained Flow Matching: Sampling Generative Models with Hard Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3914
SALoM: Structure Aware Temporal Graph Networks with Long-Short Memory Updater
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #404
NS-Gym: A Comprehensive and Open-Source Simulation Framework for Non-Stationary Markov Decision Processes
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1500
JADE: Joint Alignment and Deep Embedding for Multi-Slice Spatial Transcriptomics
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4603
PhysX-3D: Physical-Grounded 3D Asset Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1400
From Dormant to Deleted: Tamper-Resistant Unlearning Through Weight-Space Regularization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3619
Flow Density Control: Generative Optimization Beyond Entropy-Regularized Fine-Tuning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2003
SplashNet: Split‑and‑Share Encoders for Accurate and Efficient Typing with Surface Electromyography
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2501
Causal Explanation-Guided Learning for Organ Allocation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #204
IRRISIGHT: A Large-Scale Multimodal Dataset and Scalable Pipeline to Address Irrigation and Water Management in Agriculture
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4317
ALTER: All-in-One Layer Pruning and Temporal Expert Routing for Efficient Diffusion Generation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
BNMusic: Blending Environmental Noises into Personalized Music
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4001
How Classifier Features Transfer to Downstream: An Asymptotic Analysis in a Two-Layer Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1711
Joint Velocity-Growth Flow Matching for Single-Cell Dynamics Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2609
Ultrametric Cluster Hierarchies: I Want ‘em All!
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5206
Bio-Inspired Image Restoration
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1011
LeapFactual: Reliable Visual Counterfactual Explanation Using Conditional Flow Matching
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5202
L2RSI: Cross-view LiDAR-based Place Recognition for Large-scale Urban Scenes via Remote Sensing Imagery
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Manipulating Feature Visualizations with Gradient Slingshots
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4501
HoliGS: Holistic Gaussian Splatting for Embodied View Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1101
The Boundaries of Fair AI in Medical Image Prognosis: A Causal Perspective
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
A Learning-Augmented Approach to Online Allocation Problems
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4005
Physics of Language Models: Part 4.1, Architecture Design and the Magic of Canon Layers
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2508
It’s Hard to Be Normal: The Impact of Noise on Structure-agnostic Estimation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5007
NoisyGRPO: Incentivizing Multimodal CoT Reasoning via Noise Injection and Bayesian Estimation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2001
Bridging Scales: Spectral Theory Reveals How Local Connectivity Rules Sculpt Global Neural Dynamics in Spatially Extended Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1905
SimulMEGA: MoE Routers are Advanced Policy Makers for Simultaneous Speech Translation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #808
Synergistic Tensor and Pipeline Parallelism
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4800
Rebalancing Contrastive Alignment with Bottlenecked Semantic Increments in Text-Video Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1701
Towards Doctor-Like Reasoning: Medical RAG Fusing Knowledge with Patient Analogy through Textual Gradients
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1613
Dynamic and Chemical Constraints to Enhance the Molecular Masked Graph Autoencoders
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5210
MobileODE: An Extra Lightweight Network
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3616
Fractional Diffusion Bridge Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4203
Don’t Think Longer, Think Wisely: Optimizing Thinking Dynamics for Large Reasoning Models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3302
Revisiting Glorot Initialization for Long-Range Linear Recurrences
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #711
Affine-Invariant Global Non-Asymptotic Convergence Analysis of BFGS under Self-Concordance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1916
Who Reasons in the Large Language Models?
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #714
Accelerating Optimization via Differentiable Stopping Time
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2410
Personalized Decision Modeling: Utility Optimization or Textualized-Symbolic Reasoning
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5518
Thoughts Are All Over the Place: On the Underthinking of Long Reasoning Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4913
Meta CLIP 2: A Worldwide Scaling Recipe
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2607
Graph Your Own Prompt
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1413
Bridging Symmetry and Robustness: On the Role of Equivariance in Enhancing Adversarial Robustness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2413
Predicting Empirical AI Research Outcomes with Language Models
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2113
Estimating cognitive biases with attention-aware inverse planning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3104
Pareto Optimal Risk-Agnostic Distributional Bandits with Heavy-Tail Rewards
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4404
WorldMem: Long-term Consistent World Simulation with Memory
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5301
DeepDiver: Adaptive Web-Search Intensity Scaling via Reinforcement Learning
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4905
Interactive Cross-modal Learning for Text-3D Scene Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1305
LORE: Lagrangian-Optimized Robust Embeddings for Visual Encoders
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4817
Object Concepts Emerge from Motion
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2702
Continual Model Merging without Data: Dual Projections for Balancing Stability and Plasticity
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3107
Exploration via Feature Perturbation in Contextual Bandits
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5308
Understanding Representation Dynamics of Diffusion Models via Low-Dimensional Modeling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4604
VASA-3D: Lifelike Audio-Driven Gaussian Head Avatars from a Single Image
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
On the VC dimension of deep group convolutional neural networks
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1215
Instance-Optimality for Private KL Distribution Estimation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 7
Abstract Counterfactuals for Language Model Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #907
SAD Neural Networks: Divergent Gradient Flows and Asymptotic Optimality via o-minimal Structures
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5016
Diffusion-Driven Two-Stage Active Learning for Low-Budget Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4004
Token Embeddings Violate the Manifold Hypothesis
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1901
Execution Guided Line-by-Line Code Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #506
Personalized Federated Conformal Prediction with Localization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3404
From Pretraining to Pathology: How Noise Leads to Catastrophic Inheritance in Medical Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4312
Enhancing Consistency of Flow-Based Image Editing through Kalman Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5506
Federated Multi-armed Bandits with Efficient Bit-Level Communications
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3305
Unbalanced Optimal Total Variation Transport: A Theoretical Approach to Spatial Resource Allocation Problems
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4008
Escaping Collapse: The Strength of Weak Data for Large Language Model Training
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4402
DenseDPO: Fine-Grained Temporal Preference Optimization for Video Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #212
Model Selection for Off-policy Evaluation: New Algorithms and Experimental Protocol
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2314
Compliant Residual DAgger: Improving Real-World Contact-Rich Manipulation with Human Corrections
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2715
Lorentz Local Canonicalization: How to make any Network Lorentz-Equivariant
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4811
Panoptic Captioning: An Equivalence Bridge for Image and Text
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1714
Zero-shot protein stability prediction by inverse folding models: a free energy interpretation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2109
Extracting task-relevant preserved dynamics from contrastive aligned neural recordings
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #803
Efficient Federated Learning against Byzantine Attacks and Data Heterogeneity via Aggregating Normalized Gradients
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #316
DAPO: An Open-Source LLM Reinforcement Learning System at Scale
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3908
Clip-and-Verify: Linear Constraint-Driven Domain Clipping for Accelerating Neural Network Verification
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4514
E-MoFlow: Learning Egomotion and Optical Flow from Event Data via Implicit Regularization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5501
StruDiCO: Structured Denoising Diffusion with Gradient-free Inference-stage Boosting for Memory and Time Efficient Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3207
Zero-Shot Trajectory Planning for Signal Temporal Logic Tasks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2200
PALQO: Physics-informed model for Accelerating Large-scale Quantum Optimization
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2915
Rethinking Joint Maximum Mean Discrepancy for Visual Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2414
Seeing What Matters: Generalizable AI-generated Video Detection with Forensic-Oriented Augmentation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3812
OPTFM: A Scalable Multi-View Graph Transformer for Hierarchical Pre-Training in Combinatorial Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3014
Provable Sample-Efficient Transfer Learning Conditional Diffusion Models via Representation Learning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3009
Greedy Algorithms for Structured Bandits: A Sharp Characterization of Asymptotic Success / Failure
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3013
Conservative classifiers do consistently well with improving agents: characterizing statistical and online learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3913
DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2306
TARFVAE: Efficient One-Step Generative Time Series Forecasting via TARFLOW based VAE
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4903
SRPO: Enhancing Multimodal LLM Reasoning via Reflection-Aware Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1303
A Reliable Cryptographic Framework for Empirical Machine Unlearning Evaluation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2107
Dendritic Resonate-and-Fire Neuron for Effective and Efficient Long Sequence Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3312
Pragmatic Heterogeneous Collaborative Perception via Generative Communication Mechanism
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4303
Vision Foundation Models as Effective Visual Tokenizers for Autoregressive Generation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2301
Self-Perturbed Anomaly-Aware Graph Dynamics for Multivariate Time-Series Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2903
Formal Models of Active Learning from Contrastive Examples
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4610
4DGT: Learning a 4D Gaussian Transformer Using Real-World Monocular Videos
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4705
Improve Temporal Reasoning in Multimodal Large Language Models via Video Contrastive Decoding
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #414
Learning from Demonstrations via Capability-Aware Goal Sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #205
Words That Unite The World: A Unified Framework for Deciphering Central Bank Communications
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4908
ESCA: Contextualizing Embodied Agents via Scene-Graph Generation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3803
AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Document Understanding
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3307
Robust Estimation Under Heterogeneous Corruption Rates
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1601
IGD: Token Decisiveness Modeling via Information Gain in LLMs for Personalized Recommendation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4513
Rooms from Motion: Un-posed Indoor 3D Object Detection as Localization and Mapping
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5403
Can Multi-Modal LLMs Provide Live Step-by-Step Task Guidance?
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #310
Continual Knowledge Adaptation for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4803
Unveiling Chain of Step Reasoning for Vision-Language Models with Fine-grained Rewards
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #500
Brain-like Variational Inference
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3813
Restricted Global-Aware Graph Filters Bridging GNNs and Transformer for Node Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3816
HeroFilter: Adaptive Spectral Graph Filter for Varying Heterophilic Relations
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
The Promise of RL for Autoregressive Image Editing
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5012
DyMU: Dynamic Merging and Virtual Unmerging for Efficient Variable-Length VLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2409
DualMPNN: Harnessing Structural Alignments for High-Recovery Inverse Protein Folding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3301
Tight Bounds for Maximum Weight Matroid Independent Set and Matching in the Zero Communication Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4017
RL Tango: Reinforcing Generator and Verifier Together for Language Reasoning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1802
D-VST: Diffusion Transformer for Pathology-Correct Tone-Controllable Cross-Dye Virtual Staining of Whole Slide Images
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2008
OMiSO: Adaptive optimization of state-dependent brain stimulation to shape neural population states
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2615
Contrastive Representations for Temporal Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1517
Transferable Black-Box One-Shot Forging of Watermarks via Image Preference Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4016
Permissioned LLMs: Enforcing Access Control in Large Language Models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4311
SCoT: Unifying Consistency Models and Rectified Flows via Straight-Consistent Trajectories
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5300
Learn and Ensemble Bridge Adapters for Multi-domain Task Incremental Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3318
SOMBRL: Scalable and Optimistic Model-Based RL
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2007
Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #512
Enhancing the Outcome Reward-based RL Training of MLLMs with Self-Consistency Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3811
Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #510
To Distill or Decide? Understanding the Algorithmic Trade-off in Partially Observable RL
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2100
Boundary-Value PDEs Meet Higher-Order Differential Topology-aware GNNs
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #816
Statistical Inference under Performativity
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3909
Asymmetric Duos: Sidekicks Improve Uncertainty
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2313
Contact Map Transfer with Conditional Diffusion Model for Generalizable Dexterous Grasp Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3300
Reinforcement Learning Finetunes Small Subnetworks in Large Language Models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
$\epsilon$-Seg: Sparsely Supervised Semantic Segmentation of Microscopy Data
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2101
FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3819
Towards Multiscale Graph-based Protein Learning with Geometric Secondary Structural Motifs
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5310
Bi-Level Knowledge Transfer for Multi-Task Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2115
Cross-Modal Representational Knowledge Distillation for Enhanced Spike-informed LFP Modeling
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #308
Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5509
Representation Entanglement for Generation: Training Diffusion Transformers Is Much Easier Than You Think
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3609
Transition Matching: Scalable and Flexible Generative Modeling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #509
Preference Learning with Lie Detectors can Induce Honesty or Evasion
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2806
QuanDA: Quantile-Based Discriminant Analysis for High-Dimensional Imbalanced Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4900
UniGen: Enhanced Training & Test-Time Strategies for Unified Multimodal Understanding and Generation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5106
Holistic Order Prediction in Natural Scenes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3817
SONAR: Long-Range Graph Propagation Through Information Waves
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4015
Can LLMs Reason Over Non-Text Modalities in a Training-Free Manner? A Case Study with In-Context Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4508
BevSplat: Resolving Height Ambiguity via Feature-Based Gaussian Primitives for Weakly-Supervised Cross-View Localization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2704
Enhancing Visual Prompting through Expanded Transformation Space and Overfitting Mitigation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5003
End-to-End Vision Tokenizer Tuning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1502
VeriLoC: Line-of-Code Level Prediction of Hardware Design Quality from Verilog Code
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3910
Adjusting Initial Noise to Mitigate Memorization in Text-to-Image Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4108
Monotone and Separable Set Functions: Characterizations and Neural Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2114
Local-Global Coupling Spiking Graph Transformer for Brain Disorders Diagnosis from Two Perspectives
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2210
What Do Latent Action Models Actually Learn?
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2905
Thompson Sampling for Multi-Objective Linear Contextual Bandit
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4704
Enhancing Text-to-Image Diffusion Transformer via Split-Text Conditioning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2600
Demystifying Spectral Feature Learning for Instrumental Variable Regression
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #606
Approximately Aligned Decoding
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4906
Systematic Reward Gap Optimization for Mitigating VLM Hallucinations
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1207
Privacy Reasoning in Ambiguous Contexts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3713
Energy Matching: Unifying Flow Matching and Energy-Based Models for Generative Modeling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5201
CVGL: Causal Learning and Geometric Topology
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3900
Pool Me Wisely: On the Effect of Pooling in Transformer-Based Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3008
Absorb and Converge: Provable Convergence Guarantee for Absorbing Discrete Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3108
Discrete Diffusion Models: Novel Analysis and New Sampler Guarantees
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #211
Incremental Sequence Classification with Temporal Consistency
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3512
G-Net: A Provably Easy Construction of High-Accuracy Random Binary Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1812
ZeroSep: Separate Anything in Audio with Zero Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4208
Shapley-Coop: Credit Assignment for Emergent Cooperation in Self-Interested LLM Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5111
Evolving and Regularizing Meta-Environment Learner for Fine-Grained Few-Shot Class-Incremental Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1606
Mol-LLaMA: Towards General Understanding of Molecules in Large Molecular Language Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #902
Compress & Cache: Vision token compression for efficient generation and retrieval
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5307
HyPlaneHead: Rethinking Tri-plane-like Representations in Full-Head Image Synthesis
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3513
Integration Matters for Learning PDEs with Backward SDEs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2207
Embodied Cognition Augmented End2End Autonomous Driving
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #713
Convergence Rates for Gradient Descent on the Edge of Stability for Overparametrised Least Squares
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1906
Hogwild! Inference: Parallel LLM Generation via Concurrent Attention
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #411
Constructing an Optimal Behavior Basis for the Option Keyboard
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #305
Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2102
Understanding Generalization in Physics Informed Models through Affine Variety Dimensions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2810
Imbalances in Neurosymbolic Learning: Characterization and Mitigating Strategies
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4801
Temporal Chain of Thought: Long-Video Understanding by Thinking in Frames
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1501
The Omni-Expert: A Computationally Efficient Approach to Achieve a Mixture of Experts in a Single Expert Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #608
Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1212
Sum Estimation under Personalized Local Differential Privacy
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #413
Imitation Learning with Temporal Logic Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3715
Learned Prefix Caching for Efficient LLM Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #103
Neural Networks for Learnable and Scalable Influence Estimation of Instruction Fine-Tuning Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #408
Strategyproof Reinforcement Learning from Human Feedback
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #410
What Makes a Reward Model a Good Teacher? An Optimization Perspective
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2208
AutoVLA: A Vision-Language-Action Model for End-to-End Autonomous Driving with Adaptive Reasoning and Reinforcement Fine-Tuning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4013
Federated Continual Learning via Orchestrating Multi-Scale Expertise
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1609
CellCLIP - Learning Perturbation Effects in Cell Painting via Text-Guided Contrastive Learning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #601
Max Entropy Moment Kalman Filter for Polynomial Systems with Arbitrary Noise
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5302
Self-Supervised Direct Preference Optimization for Text-to-Image Diffusion Models
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2507
Do-PFN: In-Context Learning for Causal Effect Estimation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3904
Learning with Calibration: Exploring Test-Time Computing of Spatio-Temporal Forecasting
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4414
Improved Training Technique for Shortcut Models
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2616
SparseMVC: Probing Cross-view Sparsity Variations for Multi-view Clustering
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3000
Temperature is All You Need for Generalization in Langevin Dynamics and other Markov Processes
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5004
SQS: Enhancing Sparse Perception Models via Query-based Splatting in Autonomous Driving
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3719
A Token is Worth over 1,000 Tokens: Efficient Knowledge Distillation through Low-Rank Clone
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #302
Eliciting Reasoning in Language Models with Cognitive Tools
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #906
The Rich and the Simple: On the Implicit Bias of Adam and SGD
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #114
UtilGen: Utility-Centric Generative Data Augmentation with Dual-Level Task Adaptation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2305
xLSTM-Mixer: Multivariate Time Series Forecasting by Mixing via Scalar Memories
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4902
Reliable Lifelong Multimodal Editing: Conflict-Aware Retrieval Meets Multi-Level Guidance
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1008
Concept Incongruence: An Exploration of Time and Death in Role Playing
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2212
FreqPolicy: Frequency Autoregressive Visuomotor Policy with Continuous Tokens
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5513
AnimateQR: Bridging Aesthetics and Functionality in Dynamic QR Code Generation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
$\texttt{STRCMP}$: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5005
When Thinking Drifts: Evidential Grounding for Robust Video Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4506
Are Pixel-Wise Metrics Reliable for Computerized Tomography Reconstruction?
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
AugGen: Synthetic Augmentation using Diffusion Models Can Improve Recognition
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3203
Exploration from a Primal-Dual Lens: Value-Incentivized Actor-Critic Methods for Sample-Efficient Online RL
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4914
Co-Reinforcement Learning for Unified Multimodal Understanding and Generation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3810
The Temporal Graph of Bitcoin Transactions
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
scSplit: Bringing Severity Cognizance to Image Decomposition in Fluorescence Microscopy
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2608
TREND: Unsupervised 3D Representation Learning via Temporal Forecasting for LiDAR Perception
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2612
Randomized-MLP Regularization Improves Domain Adaptation and Interpretability in DINOv2
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3903
Auditing Meta-Cognitive Hallucinations in Reasoning Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3110
Split conformal classification with unsupervised calibration
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4701
Vgent: Graph-based Retrieval-Reasoning-Augmented Generation For Long Video Understanding
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5418
AdaReasoner: Adaptive Reasoning Enables More Flexible Thinking
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
PointMAC: Meta-Learned Adaptation for Robust Test-Time Point Cloud Completion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3411
Model Merging in Pre-training of Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #701
MISA: Memory-Efficient LLMs Optimization with Module-wise Importance Sampling
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2502
Practical do-Shapley Explanations with Estimand-Agnostic Causal Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3406
DenoiseRotator: Enhance Pruning Robustness for LLMs via Importance Concentration
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3313
Taming Adversarial Constraints in CMDPs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #611
On scalable and efficient training of diffusion samplers
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Gradient Variance Reveals Failure Modes in Flow-Based Generative Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2205
Revisiting End-to-End Learning with Slide-level Supervision in Computational Pathology
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3901
A Little Depth Goes a Long Way: The Expressive Power of Log-Depth Transformers
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1911
Preference Distillation via Value based Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1907
Atom of Thoughts for Markov LLM Test-Time Scaling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3601
DuSA: Fast and Accurate Dual-Stage Sparse Attention Mechanism Accelerating Both Training and Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4806
First SFT, Second RL, Third UPT: Continual Improving Multi-Modal LLM Reasoning via Unsupervised Post-Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3814
Understanding and Enhancing Message Passing on Heterophilic Graphs via Compatibility Matrix
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
MoniTor: Exploiting Large Language Models with Instruction for Online Video Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2503
Efficient Randomized Experiments Using Foundation Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1314
Private Set Union with Multiple Contributions
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3202
ADG: Ambient Diffusion-Guided Dataset Recovery for Corruption-Robust Offline Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5205
Dual-Path Temporal Decoder for End-to-End Multi-Object Tracking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5009
On the rankability of visual embeddings
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1707
PRSformer: Disease Prediction from Million-Scale Individual Genotypes
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1813
Learning to Instruct for Visual Instruction Tuning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4200
Silencer: From Discovery to Mitigation of Self-Bias in LLM-as-Benchmark-Generator
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2804
SORTeD Rashomon Sets of Sparse Decision Trees: Anytime Enumeration
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5519
TokenSqueeze: Performance-Preserving Compression for Reasoning LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #912
Reasoning Path Compression: Compressing Generation Trajectories for Efficient LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4104
The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1300
Generative Model Inversion Through the Lens of the Manifold Hypothesis
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1204
Panacea: Mitigating Harmful Fine-tuning for Large Language Models via Post-fine-tuning Perturbation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2604
Connecting Jensen–Shannon and Kullback–Leibler Divergences: A New Bound for Representation Learning
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #615
Rethinking Entropy in Test-Time Adaptation: The Missing Piece from Energy Duality
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2713
In-Context Compositional Learning vis Sparse Coding Transformer
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #208
Fast Inference for Augmented Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5006
EgoDTM: Towards 3D-Aware Egocentric Video-Language Pretraining
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4401
Whole-Body Conditioned Egocentric Video Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3310
Optimal Minimum Width for the Universal Approximation of Continuously Differentiable Functions by Deep Narrow MLPs
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #401
Rethinking Optimal Verification Granularity for Compute-Efficient Test-Time Scaling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4805
HermesFlow: Seamlessly Closing the Gap in Multimodal Understanding and Generation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #610
The Adaptive Complexity of Minimizing Relative Fisher Information
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1105
GUARDIAN: Safeguarding LLM Multi-Agent Collaborations with Temporal Graph Modeling
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2307
COOPERA: Continual Open-Ended Human-Robot Assistance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2907
Online Bilateral Trade With Minimal Feedback: Don’t Waste Seller’s Time
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #508
Efficient Prompt Compression with Evaluator Heads for Long-Context Transformer Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #716
DesignX: Human-Competitive Algorithm Designer for Black-Box Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2201
Efficient Parametric SVD of Koopman Operator for Stochastic Dynamical Systems
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4601
VA-GS: Enhancing the Geometric Representation of Gaussian Splatting via View Alignment
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1709
Bidirectional Representations Augmented Autoregressive Biological Sequence Generation
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #511
ToolRL: Reward is All Tool Learning Needs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Can Class-Priors Help Single-Positive Multi-Label Learning?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2110
Unveiling the Spatial-temporal Effective Receptive Fields of Spiking Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5108
Object-Centric Representation Learning for Enhanced 3D Semantic Scene Graph Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #206
On Efficiency-Effectiveness Trade-off of Diffusion-based Recommenders
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #708
Non-Convex Tensor Recovery from Tube-Wise Sensing
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3912
SSTAG: Structure-Aware Self-Supervised Learning Method for Text-Attributed Graphs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3010
Self-Verification Provably Prevents Model Collapse in Recursive Synthetic Training
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #309
DyMoDreamer: World Modeling with Dynamic Modulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4407
PhysDiff-VTON: Cross-Domain Physics Modeling and Trajectory Optimization for Virtual Try-On
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1306
Sloth: scaling laws for LLM skills to predict multi-benchmark performance across families
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3703
Why Knowledge Distillation Works in Generative Models: A Minimal Working Explanation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2302
Channel Simulation and Distributed Compression with Ensemble Rejection Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3902
Visual Instruction Bottleneck Tuning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2112
Caption This, Reason That: VLMs Caught in the Middle
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Feature Distillation is the Better Choice for Model-Heterogeneous Federated Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3906
Double Descent Meets Out-of-Distribution Detection: Theoretical Insights and Empirical Analysis on the Role of Model Complexity
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1407
Probabilistic Stability Guarantees for Feature Attributions
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4609
D$^2$GS: Dense Depth Regularization for LiDAR-free Urban Scene Reconstruction
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3309
Nearly-Linear Time and Massively Parallel Algorithms for $k$-anonymity
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2408
WEDGE: Synthesizing Performance Constraints for Evaluating and Improving Code Efficiency
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3700
Point Cloud Synthesis Using Inner Product Transforms
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3103
Efficiently Maintaining the Multilingual Capacity of MCLIP in Downstream Cross-Modal Retrieval Tasks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3410
StreamBP: Memory-Efficient Exact Backpropagation for Long Sequence Training of LLMs
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4901
Exploiting the Asymmetric Uncertainty Structure of Pre-trained VLMs on the Unit Hypersphere
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2812
Scalable and adaptive prediction bands with kernel sum-of-squares
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3401
UMoE: Unifying Attention and FFN with Shared Experts
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #507
S-GRPO: Early Exit via Reinforcement Learning in Reasoning Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1810
SALMONN-omni: A Standalone Speech LLM without Codec Injection for Full-duplex Conversation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1404
Long-tailed Recognition with Model Rebalancing
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5411
NoPo-Avatar: Generalizable and Animatable Avatars from Sparse Inputs without Human Poses
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5303
ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image Generation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5407
GRAPE: Optimize Data Mixture for Group Robust Multi-target Adaptive Pretraining
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3712
Two-Steps Diffusion Policy for Robotic Manipulation via Genetic Denoising
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2311
AC-DiT: Adaptive Coordination Diffusion Transformer for Mobile Manipulation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4100
In-Context Learning of Stochastic Differential Equations with Foundation Inference Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #712
Differentiable extensions with rounding guarantees for combinatorial optimization over permutations
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2303
ScatterAD: Temporal-Topological Scattering Mechanism for Time Series Anomaly Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3501
Activated LoRA: Fine-tuned LLMs for Intrinsics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #604
Infinite Neural Operators: Gaussian processes on functions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4306
Blockwise Flow Matching: Improving Flow Matching Models For Efficient High-Quality Generation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5410
SafePTR: Token-Level Jailbreak Defense in Multimodal LLMs via Prune-then-Restore Mechanism
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #815
Conformal Risk Training: End-to-End Optimization of Conformal Risk Control
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1708
ShapeEmbed: a self-supervised learning framework for 2D contour quantification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Enhancing Temporal Understanding in Video-LLMs through Stacked Temporal Attention in Vision Encoders
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3503
Tensor Product Attention Is All You Need
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Strassen Attention, Split VC Dimension and Compositionality in Transformers
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #209
Risk-Averse Total-Reward Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1411
Fair Representation Learning with Controllable High Confidence Guarantees via Adversarial Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1514
Does Representation Guarantee Welfare?
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #614
Tree-Sliced Entropy Partial Transport
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1301
ConfTuner: Training Large Language Models to Express Their Confidence Verbally
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2602
Decomposing Interventional Causality into Synergistic, Redundant, and Unique Components
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #809
Layer-wise Update Aggregation with Recycling for Communication-Efficient Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3403
Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #105
Sculpting Features from Noise: Reward-Guided Hierarchical Diffusion for Task-Optimal Feature Transformation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1115
Interpretable and Parameter Efficient Graph Neural Additive Models with Random Fourier Features
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3208
True Impact of Cascade Length in Contextual Cascading Bandits
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Enhancing Sample Selection Against Label Noise by Cutting Mislabeled Easy Examples
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #406
Efficient Policy Optimization in Robust Constrained MDPs with Iteration Complexity Guarantees
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #700
Inexact Column Generation for Bayesian Network Structure Learning via Difference-of-Submodular Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3519
$\texttt{BetaConform}$: Efficient MAP Estimation of LLM Ensemble Judgment Performance with Prior Transfer
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3516
Effective Neural Approximations for Geometric Optimization Problems
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2805
Confidence-Aware With Prototype Alignment for Partial Multi-label Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1809
Benford’s Curse: Tracing Digit Bias to Numerical Hallucination in LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #101
Taming Hyperparameter Sensitivity in Data Attribution: Practical Selection Without Costly Retraining
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1001
LittleBit: Ultra Low-Bit Quantization via Latent Factorization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5104
ADPretrain: Advancing Industrial Anomaly Detection via Anomaly Representation Pretraining
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2202
STNet: Spectral Transformation Network for Solving Operator Eigenvalue Problem
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3204
Finite-Sample Analysis of Policy Evaluation for Robust Average Reward Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4602
MS-GS: Multi-Appearance Sparse-View 3D Gaussian Splatting in the Wild
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1307
LoSplit: Loss-Guided Dynamic Split for Training-Time Defense Against Graph Backdoor Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3315
Efficient Spectral Control of Partially Observed Linear Dynamical Systems
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2902
On Minimax Estimation of Parameters in Softmax-Contaminated Mixture of Experts
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4308
MagCache: Fast Video Generation with Magnitude-Aware Cache
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2010
Generating Computational Cognitive models using Large Language Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2904
Efficient PAC Learning for Realizable-Statistic Models via Convex Surrogates
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2204
PINN Balls: Scaling Second-Order Methods for PINNs with Domain Decomposition and Adaptive Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2606
VESSA: Video-based objEct-centric Self-Supervised Adaptation for Visual Foundation Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3304
Learning-Augmented Algorithms for $k$-median via Online Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1807
FocalCodec: Low-Bitrate Speech Coding via Focal Modulation Networks
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4904
Glance2Gaze: Efficient Vision-Language Models from Glance Fusion to Gaze Compression
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2514
Conformal Prediction for Causal Effects of Continuous Treatments
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1515
Validating LLM-as-a-Judge Systems under Rating Indeterminacy
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4014
QFFT, Question-Free Fine-Tuning for Adaptive Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #802
Block-Diagonal LoRA for Eliminating Communication Overhead in Tensor Parallel LoRA Serving
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1713
KINDLE: Knowledge-Guided Distillation for Prior-Free Gene Regulatory Network Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2213
DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2712
Plug-and-play Feature Causality Decomposition for Multimodal Representation Learning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5405
JAFAR: Jack up Any Feature at Any Resolution
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1108
Semantic Surgery: Zero-Shot Concept Erasure in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2610
Structure-Aware Fusion with Progressive Injection for Multimodal Molecular Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5318
Asymptotic Theory of Geometric and Adaptive $k$-Means Clustering
[
URL]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3505
From Sequence to Structure: Uncovering Substructure Reasoning in Transformers
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3101
Generalization Bound of Gradient Flow through Training Trajectory and Data-dependent Kernel
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3709
Constrained Entropic Unlearning: A Primal-Dual Framework for Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4809
ChA-MAEViT: Unifying Channel-Aware Masked Autoencoders and Multi-Channel Vision Transformers for Improved Cross-Channel Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Attack by Yourself: Effective and Unnoticeable Multi-Category Graph Backdoor Attacks with Subgraph Triggers Pool
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4802
Video Perception Models for 3D Scene Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1815
Geo-Sign: Hyperbolic Contrastive Regularisation for Geometrically Aware Sign Language Translation
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #916
Coresets for Clustering Under Stochastic Noise
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2705
Memory-Integrated Reconfigurable Adapters: A Unified Framework for Settings with Multiple Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4007
Large Stepsizes Accelerate Gradient Descent for Regularized Logistic Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1005
Modeling the Economic Impacts of AI Openness Regulation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3606
EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3311
One Filters All: A Generalist Filter For State Estimation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1213
A Private Approximation of the 2nd-Moment Matrix of Any Subsamplable Input
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1007
Two Experts Are All You Need for Steering Thinking: Reinforcing Cognitive Effort in MoE Reasoning Models Without Additional Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2400
VideoCAD: A Dataset and Model for Learning Long‑Horizon 3D CAD UI Interactions from Video
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3517
Jet-Nemotron: Efficient Language Model with Post Neural Architecture Search
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1914
The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2509
Estimating Interventional Distributions with Uncertain Causal Graphs through Meta-Learning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #806
NestedFP: High-Performance, Memory-Efficient Dual-Precision Floating Point Support for LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3705
Omni-Mol: Multitask Molecular Model for Any-to-any Modalities
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #914
MOBO-OSD: Batch Multi-Objective Bayesian Optimization via Orthogonal Search Directions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1211
Secure and Confidential Certificates of Online Fairness
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4101
Vision Transformers Don't Need Trained Registers
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5511
Robust and Diverse Multi-Agent Learning via Rational Policy Gradient
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4417
TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #207
How Benchmark Prediction from Fewer Data Misses the Mark
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4815
FlowCut: Rethinking Redundancy via Information Flow for Efficient Vision-Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #116
Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #904
Convergence of the Gradient Flow for Shallow ReLU Networks on Weakly Interacting Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5503
VividFace: A Robost and High-Fidelity Video Face Swapping Framework
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3605
PANTHER: Generative Pretraining Beyond Language for Sequential User Behavior Modeling
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2613
Joint‑Embedding vs Reconstruction: Provable Benefits of Latent Space Prediction for Self‑Supervised Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2416
SmartCache: Context-aware Semantic Cache for Efficient Multi-turn LLM Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3608
Probabilistic Token Alignment for Large Language Model Fusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1401
AC-LoRA: (Almost) Training-Free Access Control Aware Multi-Modal LLMs
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4505
EAG3R: Event-Augmented 3D Geometry Estimation for Dynamic and Extreme-Lighting Scenes
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3805
MDNS: Masked Diffusion Neural Sampler via Stochastic Optimal Control
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1610
Template-Guided 3D Molecular Pose Generation via Flow Matching and Differentiable Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #400
LOPT: Learning Optimal Pigovian Tax in Sequential Social Dilemmas
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #315
Turning Sand to Gold: Recycling Data to Bridge On-Policy and Off-Policy Learning via Causal Bound
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4500
Puppeteer: Rig and Animate Your 3D Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2209
Accelerating Visual-Policy Learning through Parallel Differentiable Simulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3408
Efficient Representativeness-Aware Coreset Selection
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4415
PolyVivid: Vivid Multi-Subject Video Generation with Cross-Modal Interaction and Enhancement
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4410
Virtual Fitting Room: Generating Arbitrarily Long Videos of Virtual Try-On from a Single Image
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2912
Assignments for Congestion-Averse Agents: Seeking Competitive and Envy-Free Solutions
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2014
Self-Calibrating BCIs: Ranking and Recovery of Mental Targets Without Labels
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4910
Counterfactual Evolution of Multimodal Datasets via Visual Programming
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1508
Reason-RFT: Reinforcement Fine-Tuning for Visual Reasoning of Vision Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5101
Part-Aware Bottom-Up Group Reasoning for Fine-Grained Social Interaction Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4309
FerretNet: Efficient Synthetic Image Detection via Local Pixel Dependencies
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4316
PocketSR: The Super-Resolution Expert in Your Pocket Mobiles
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5207
CoDA: Coordinated Diffusion Noise Optimization for Whole-Body Manipulation of Articulated Objects
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #804
FedLPA: Local Prior Alignment for Heterogeneous Federated Generalized Category Discovery
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2105
DrivAerStar: An Industrial-Grade CFD Dataset for Vehicle Aerodynamic Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5208
Dense Metric Depth Estimation via Event-based Differential Focus Volume Prompting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5107
Alias-Free ViT: Fractional Shift Invariance via Linear Attention
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4911
VLMs have Tunnel Vision: Evaluating Nonlocal Visual Reasoning in Leading VLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2214
VLA-Cache: Efficient Vision-Language-Action Manipulation via Adaptive Token Caching
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5507
G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1410
Understanding and Improving Adversarial Robustness of Neural Probabilistic Circuits
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3006
High-Dimensional Calibration from Swap Regret
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #805
Exact and Linear Convergence for Federated Learning under Arbitrary Client Participation is Attainable
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2901
The Power of Iterative Filtering for Supervised Learning with (Heavy) Contamination
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3303
Learning-Augmented Online Bipartite Fractional Matching
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3409
Efficient Data Selection at Scale via Influence Distillation
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4916
Vision-centric Token Compression in Large Language Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2611
HELM: Hyperbolic Large Language Models via Mixture-of-Curvature Experts
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #307
Robust and Scalable Autonomous Reinforcement Learning in Irreversible Environments
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4314
GPSToken: Gaussian Parameterized Spatially-adaptive Tokenization for Image Representation and Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5413
Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2317
Enhancing Tactile-based Reinforcement Learning for Robotic Control
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1801
PhysioWave: A Multi-Scale Wavelet-Transformer for Physiological Signal Representation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2211
Active Test-time Vision-Language Navigation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4912
Balancing Multimodal Training Through Game-Theoretic Regularization
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1200
More of the Same: Persistent Representational Harms Under Increased Representation
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3407
Reducing the Probability of Undesirable Outputs in Language Models Using Probabilistic Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4511
MIND: Material Interface Generation from UDFs for Non-Manifold Surface Reconstruction
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3306
Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3400
Stackelberg Self-Annotation: A Robust Approach to Data-Efficient LLM Alignment
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #905
PROFIT: A Specialized Optimizer for Deep Fine Tuning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5502
VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4919
Native Segmentation Vision Transformers
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5309
DualCnst: Enhancing Zero-Shot Out-of-Distribution Detection via Text-Image Consistency in Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2706
Wasserstein Transfer Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5516
Fast Training of Large Kernel Models with Delayed Projections
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3405
MODEL SHAPLEY: Find Your Ideal Parameter Player via One Gradient Backpropagation
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5203
Single-Teacher View Augmentation: Boosting Knowledge Distillation via Angular Diversity
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1814
The Unreasonable Effectiveness of Entropy Minimization in LLM Reasoning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2203
AiDE-Q: Synthetic Labeled Datasets Can Enhance Learning Models for Quantum Property Estimation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1012
Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3417
Neural Fractional Attention Differential Equations
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4006
A Statistical Theory of Contrastive Learning via Approximate Sufficient Statistics
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4419
Latent Harmony: Synergistic Unified UHD Image Restoration via Latent Space Regularization and Controllable Refinement
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2005
CRRL: Learning Channel-invariant Neural Representations for High-performance Cross-day Decoding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4516
EPA: Boosting Event-based Video Frame Interpolation with Perceptually Aligned Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1511
GTPBD: A Fine-Grained Global Terraced Parcel and Boundary Dataset
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Predictable Scale (Part II) --- Farseer: A Refined Scaling Law in LLMs
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #602
ALINE: Joint Amortization for Bayesian Inference and Active Data Acquisition
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3907
Adversary Aware Optimization for Robust Defense
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2304
Single-Step Operator Learning for Conditioned Time-Series Diffusion Models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Relaxing partition admissibility in Cluster-DAGs: a causal calculus with arbitrary variable clustering
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3612
Schrödinger Bridge Matching for Tree-Structured Costs and Entropic Wasserstein Barycentres
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1014
The Non-Linear Representation Dilemma: Is Causal Abstraction Enough for Mechanistic Interpretability?
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2412
R$^2$ec: Towards Large Recommender Models with Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1913
BlockDecoder: Boosting ASR Decoders with Context and Merger Modules
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #812
The Bias-Variance Tradeoff in Data-Driven Optimization: A Local Misspecification Perspective
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #811
Mozart: Modularized and Efficient MoE Training on 3.5D Wafer-Scale Chiplet Architectures
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5014
SAVVY: Spatial Awareness via Audio-Visual LLMs through Seeing and Hearing
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2614
Emergence of Linear Truth Encodings in Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #613
Preconditioned Langevin Dynamics with Score-based Generative Models for Infinite-Dimensional Linear Bayesian Inverse Problems
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4818
Accelerating Multimodal Large Language Models via Dynamic Visual-Token Exit and the Empirical Findings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4813
Towards Robust Uncertainty Calibration for Composed Image Retrieval
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4917
SaFiRe: Saccade-Fixation Reiteration with Mamba for Referring Image Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2916
Continuous Domain Generalization
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1013
Head Pursuit: Probing Attention Specialization in Multimodal Transformers
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3506
Learning Cocoercive Conservative Denoisers via Helmholtz Decomposition for Poisson Imaging Inverse Problems
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
TreeSplat: Mergeable Tree for Deformable Gaussian Splatting
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4105
Reward Reasoning Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1409
Finding and Reactivating Post-Trained LLMs' Hidden Safety Mechanisms
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4315
PhysCtrl: Generative Physics for Controllable and Physics-Grounded Video Generation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2006
Error Broadcast and Decorrelation as a Potential Artificial and Natural Learning Mechanism
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3704
Sequence Modeling with Spectral Mean Flows
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4518
VFRTok: Variable Frame Rates Video Tokenizer with Duration-Proportional Information Assumption
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3016
Marginal-Nonuniform PAC Learnability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3206
Learning Personalized Ad Impact via Contextual Reinforcement Learning under Delayed Rewards
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4009
SWE-bench Goes Live!
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1214
What Really is a Member? Discrediting Membership Inference via Poisoning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Understanding Prompt Tuning and In-Context Learning via Meta-Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 5
Beyond Scalar Rewards: An Axiomatic Framework for Lexicographic MDPs
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3510
Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2002
Finding separatrices of dynamical flows with Deep Koopman Eigenfunctions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5102
Diffusion-Classifier Synergy: Reward-Aligned Learning via Mutual Boosting Loop for FSCIL
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4714
TaiwanVQA: Benchmarking and Enhancing Cultural Understanding in Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3514
Adaptive Inference-Time Scaling via Cyclic Diffusion Search
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2011
Brain-Like Processing Pathways Form in Models With Heterogeneous Experts
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #300
MALinZero: Efficient Low-Dimensional Search for Mastering Complex Multi-Agent Planning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2813
Improving Evolutionary Multi-View Classification via Eliminating Individual Fitness Bias
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #113
SWE-smith: Scaling Data for Software Engineering Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #210
Value-Guided Decision Transformer: A Unified Reinforcement Learning Framework for Online and Offline Settings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3807
Shortcutting Pre-trained Flow Matching Diffusion Models is Almost Free Lunch
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5311
ESCA: Enabling Seamless Codec Avatar Execution through Algorithm and Hardware Co-Optimization for Virtual Reality
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5406
SiriuS: Self-improving Multi-agent Systems via Bootstrapped Reasoning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5416
RAPID Hand: Robust, Affordable, Perception-Integrated, Dexterous Manipulation Platform for Embodied Intelligence
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3604
StreamFlow: Streaming Audio Generation from Discrete Tokens via Streaming Flow Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
GRAVER: Generative Graph Vocabularies for Robust Graph Foundation Models Fine-tuning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3905
CIDD: Collaborative Intelligence for Structure-Based Drug Design Empowered by LLMs
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #707
Probing Neural Combinatorial Optimization Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1107
Epistemic Uncertainty for Generated Image Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3314
Sharp Gap-Dependent Variance-Aware Regret Bounds for Tabular MDPs
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4018
Geometry of Decision Making in Language Models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Uncertainty-Aware Multi-Objective Reinforcement Learning-Guided Diffusion Models for 3D De Novo Molecular Design
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4702
LiveStar: Live Streaming Assistant for Real-World Online Video Understanding
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5419
TTRL: Test-Time Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3801
Inference-Time Scaling for Flow Models via Stochastic Generation and Rollover Budget Forcing
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #502
STACI: Spatio-Temporal Aleatoric Conformal Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5412
Bootstrap Your Uncertainty: Adaptive Robust Classification Driven by Optimal-Transport
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3714
Multi-Token Prediction Needs Registers
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #104
Bootstrapping Hierarchical Autoregressive Formal Reasoner with Chain-of-Proxy-Autoformalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #312
Hybrid Latent Reasoning via Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1516
Precise Information Control in Long-Form Text Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Mixtures of Subspaces for Bandwidth Efficient Context Parallel Training
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #612
Adjoint Schrödinger Bridge Sampler
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3012
Towards Understanding Transformers in Learning Random Walks
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5417
RobotSmith: Generative Robotic Tool Design for Acquisition of Complex Manipulation Skills
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4304
AccuQuant: Simulating Multiple Denoising Steps for Quantizing Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #800
Rethinking Neural Combinatorial Optimization for Vehicle Routing Problems with Different Constraint Tightness Degrees
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4411
ShoeFit: A New Dataset and Dual-image-stream DiT Framework for Virtual Footwear Try-On
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2909
Robust Equilibria in Continuous Games: From Strategic to Dynamic Robustness
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1205
Size-adaptive Hypothesis Testing for Fairness
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2315
Learning 3D Persistent Embodied World Models
[
OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3717
Understanding and Mitigating Numerical Sources of Nondeterminism in LLM Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2015
Explicitly Modeling Subcortical Vision with a Neuro-Inspired Front-End Improves CNN Robustness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4406
Preventing Shortcuts in Adapter Training via Providing the Shortcuts
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5209
Injecting Frame-Event Complementary Fusion into Diffusion for Optical Flow in Challenging Scenes
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #913
Compress Large Language Models via Collaboration Between Learning and Matrix Approximation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5312
A Driving-Style-Adaptive Framework for Vehicle Trajectory Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5211
OSCAR: One-Step Diffusion Codec Across Multiple Bit-rates
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #409
DAPO : Improving Multi-Step Reasoning Abilities of Large Language Models with Direct Advantage-Based Policy Optimization
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4413
VideoREPA: Learning Physics for Video Generation through Relational Alignment with Foundation Models
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4517
SceneDesigner: Controllable Multi-Object Image Generation with 9-DoF Pose Manipulation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5204
Direct Numerical Layout Generation for 3D Indoor Scene Synthesis via Spatial Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Capturing Individual Human Preferences with Reward Features
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1202
Fairness-aware Bayes Optimal Functional Classification
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1509
SemCoT: Accelerating Chain-of-Thought Reasoning through Semantically-Aligned Implicit Tokens
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3011
Optimality and NP-Hardness of Transformers in Learning Markovian Dynamical Functions
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1110
Redefining Experts: Interpretable Decomposition of Language Models for Toxicity Mitigation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3200
Distribution Learning Meets Graph Structure Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1209
DictPFL: Efficient and Private Federated Learning on Encrypted Gradients
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 6
Tight Lower Bounds and Improved Convergence in Performative Prediction
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1406
Backdoor Cleaning without External Guidance in MLLM Fine-tuning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3102
Can Diffusion Models Disentangle? A Theoretical Perspective
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1102
DEGauss: Defending Against Malicious 3D Editing for Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3500
On the Sample Complexity Bounds of Bilevel Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1414
Evaluating the Inductive Abilities of Large Language Models: Why Chain-of-Thought Reasoning Sometimes Hurts More Than Helps
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4300
Increasing the Utility of Synthetic Images through Chamfer Guidance
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Non-convex entropic mean-field optimization via Best Response flow
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #609
Split Gibbs Discrete Diffusion Posterior Sampling
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2417
DoDo-Code: an Efficient Levenshtein Distance Embedding-based Code for 4-ary IDS Channel
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2406
WhAM: Towards A Translative Model of Sperm Whale Vocalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3617
Generative Modeling of Full-Atom Protein Conformations using Latent Diffusion on Graph Embeddings
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #915
Omnipresent Yet Overlooked: Heat Kernels in Combinatorial Bayesian Optimization
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1909
Reverse Engineering Human Preferences with Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2411
RobustMerge: Parameter-Efficient Model Merging for MLLMs with Direction Robustness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3416
Matryoshka Pilot: Learning to Drive Black-Box LLMs with LLMs
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #702
Gradient-Variation Online Adaptivity for Accelerated Optimization with Hölder Smoothness
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3518
Computational Budget Should Be Considered in Data Selection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2215
EfficientVLA: Training-Free Acceleration and Compression for Vision-Language-Action Models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2500
Data Fusion for Partial Identification of Causal Effects
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #709
On the Complexity of Finding Stationary Points in Nonconvex Simple Bilevel Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4709
ChartMuseum: Testing Visual Reasoning Capabilities of Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4307
MindJourney: Test-Time Scaling with World Models for Spatial Reasoning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5409
OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1507
Fine-grained List-wise Alignment for Generative Medication Recommendation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #910
SUMO: Subspace-Aware Moment-Orthogonalization for Accelerating Memory-Efficient LLM Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3316
From Contextual Combinatorial Semi-Bandits to Bandit List Classification: Improved Sample Complexity with Sparse Rewards
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5404
TAI3: Testing Agent Integrity in Interpreting User Intent
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4408
RODS: Robust Optimization Inspired Diffusion Sampling for Detecting and Reducing Hallucination in Generative Models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5109
Frequency-Aware Token Reduction for Efficient Vision Transformer
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 3
Token Perturbation Guidance for Diffusion Models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2511
Confounding Robust Deep Reinforcement Learning: A Causal Approach
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3806
Spot the Fake: Large Multimodal Model-Based Synthetic Image Detection with Artifact Explanation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2309
BEAST: Efficient Tokenization of B-Splines Encoded Action Sequences for Imitation Learning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3916
Taxonomy of reduction matrices for Graph Coarsening
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #412
Contextual Thompson Sampling via Generation of Missing Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3707
Diffusion Adaptive Text Embedding for Text-to-Image Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4003
Test Time Scaling for Neural Processes
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2900
Purest Quantum State Identification
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Global Minimizers of $\ell^p$-Regularized Objectives Yield the Sparsest ReLU Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2310
DynaRend: Learning 3D Dynamics via Masked Future Rendering for Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3711
Direct3D-S2: Gigascale 3D Generation Made Easy with Spatial Sparse Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4111
HybridNorm: Towards Stable and Efficient Transformer Training via Hybrid Normalization
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #901
Memory-Efficient Training with In-Place FFT Implementation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4400
Hierarchical Koopman Diffusion: Fast Generation with Interpretable Diffusion Trajectory
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1405
Neural Rule Lists: Learning Discretizations, Rules, and Order in One Go
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3413
Distribution-Aligned Decoding for Efficient LLM Task Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4206
What Happens During the Loss Plateau? Understanding Abrupt Learning in Transformers
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4706
ShotBench: Expert-Level Cinematic Understanding in Vision-Language Models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1004
LLM Strategic Reasoning: Agentic Study through Behavioral Game Theory
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1003
Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4715
WorldModelBench: Judging Video Generation Models As World Models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3004
From Information to Generative Exponent: Learning Rate Induces Phase Transitions in SGD
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1604
KnowMol: Advancing Molecular Large Language Models with Multi-Level Chemical Knowledge
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3515
Unlocker: Disentangle the Deadlock of Learning between Label-noisy and Long-tailed Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #710
Extragradient Method for $(L_0, L_1)$-Lipschitz Root-finding Problems
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2709
PAID: Pairwise Angular-Invariant Decomposition for Continual Test-Time Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2809
Reliably detecting model failures in deployment without labels
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Spatial Understanding from Videos: Structured Prompts Meet Simulation Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2700
Aeolus: A Multi-structural Flight Delay Dataset
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3610
Why Diffusion Models Don’t Memorize: The Role of Implicit Dynamical Regularization in Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3105
Generalization Bounds for Rank-sparse Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3917
Geometry-Aware Edge Pooling for Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1006
Social World Model-Augmented Mechanism Design Policy Learning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3918
Training Robust Graph Neural Networks by Modeling Noise Dependencies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4707
FlexSelect: Flexible Token Selection for Efficient Long Video Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5504
HOComp: Interaction-Aware Human-Object Composition
[
OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3317
Does Stochastic Gradient really succeed for bandits?
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1000
Learning Provably Improves the Convergence of Gradient Descent
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 4
Reconstructing Heterogeneous Biomolecules via Hierarchical Gaussian Mixtures and Part Discovery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #909
Reparameterized LLM Training via Orthogonal Equivalence Transformation
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4302
GeoRemover: Removing Objects and Their Causal Visual Artifacts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3201
REINFORCEMENT LEARNING FOR INDIVIDUAL OPTIMAL POLICY FROM HETEROGENEOUS DATA
[
URL]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #911
QSCA: Quantization with Self-Compensating Auxiliary for Monocular Depth Estimation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5105
DitHub: A Modular Framework for Incremental Open-Vocabulary Object Detection
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3308
STAR-Bets: Sequential TArget-Recalculating Bets for Tighter Confidence Intervals
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #706
New Perspectives on the Polyak Stepsize: Surrogate Functions and Negative Results
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3710
Dense Associative Memory with Epanechnikov Energy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1408
Empowering Decision Trees via Shape Function Branching
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4403
Selftok-Zero: Reinforcement Learning for Visual Generation via Discrete and Autoregressive Visual Tokens
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #703
Fast Last-Iterate Convergence of SGD in the Smooth Interpolation Regime
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2710
Searching Latent Program Spaces
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3716
Normalized Attention Guidance: Universal Negative Guidance for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5010
Multi-scale Temporal Prediction via Incremental Generation and Multi-agent Collaboration
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5015
SHF: Symmetrical Hierarchical Forest with Pretrained Vision Transformer Encoder for High-Resolution Medical Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4106
Exploiting Vocabulary Frequency Imbalance in Language Model Pre-training
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5002
Walking the Schrödinger Bridge: A Direct Trajectory for Text-to-3D Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2517
Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5319
MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4810
TRoVe: Discovering Error-Inducing Static Feature Biases in Temporal Vision-Language Models
[
OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4808
Perception Encoder: The best visual embeddings are not at the output of the network
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5110
Dual Data Alignment Makes AI-Generated Image Detector Easier Generalizable
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2914
On the Existence and Complexity of Core-Stable Data Exchanges
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1715
Gene Regulatory Network Inference in the Presence of Selection Bias and Latent Confounders
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1605
NeuralPLexer3: Accurate Biomolecular Complex Structure Prediction with Flow Models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #216
Uncertainty-Sensitive Privileged Learning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2908
Evolutionary Prediction Games
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1902
TaDiCodec: Text-aware Diffusion Speech Tokenizer for Speech Language Modeling
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4703
CroPe: Cross-Modal Semantic Compensation Adaptation for All Adverse Scene Understanding
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Exploring Semantic-constrained Adversarial Example with Instruction Uncertainty Reduction
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3815
The Underappreciated Power of Vision Models for Graph Structural Understanding
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4000
When Do Transformers Outperform Feedforward and Recurrent Networks? A Statistical Perspective
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4310
Pro3D-Editor: A Progressive-Views Perspective for Consistent and Precise 3D Editing
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #810
KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5305
Deployment Efficient Reward-Free Exploration with Linear Function Approximation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1800
OCTDiff: Bridged Diffusion Model for Portable OCT Super-Resolution and Enhancement
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 2
NegoCollab: A Common Representation Negotiation Approach for Heterogeneous Collaborative Perception
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1611
FIGRDock: Fast Interaction-Guided Regression for Flexible Docking
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #705
PaZO: Preconditioned Accelerated Zeroth-Order Optimization for Fine-Tuning LLMs
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2004
Learning to cluster neuronal function
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #405
Reasoning as an Adaptive Defense for Safety
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4110
Communication-Efficient Diffusion Denoising Parallelization via Reuse-then-Predict Mechanism
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4305
Rectified CFG++ for Flow Based Models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4600
DGS-LRM: Real-Time Deformable 3D Gaussian Reconstruction From Monocular Videos
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4510
InstaInpaint: Instant 3D-Scene Inpainting with Masked Large Reconstruction Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1206
Semantic Representation Attack against Aligned Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4716
In the Eye of MLLM: Benchmarking Egocentric Video Intent Understanding with Gaze-Guided Prompting
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3502
Blending Complementary Memory Systems in Hybrid Quadratic-Linear Transformers
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3915
Probing Equivariance and Symmetry Breaking in Convolutional Networks
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
One Sample is Enough to Make Conformal Prediction Robust
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2603
Learning CAD Modeling Sequences via Projection and Part Awareness
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4909
Scaling Laws for Robust Comparison of Open Foundation Language-Vision Models and Datasets
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4509
GeoSVR: Taming Sparse Voxels for Geometrically Accurate Surface Reconstruction
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4019
Multi-Agent Collaboration via Evolving Orchestration
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1016
On the creation of narrow AI: hierarchy and nonlocality of neural network skills
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1504
SymRTLO: Enhancing RTL Code Optimization with LLMs and Neuron-Inspired Symbolic Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #407
Training Language Models to Generate Quality Code with Program Analysis Feedback
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 1
Majority of the Bests: Improving Best-of-N via Bootstrapping
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #801
Statistical Inference for Decentralized Federated Learning
[
URL]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1512
CPRet: A Dataset, Benchmark, and Model for Retrieval in Competitive Programming
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1112
NeuroRenderedFake: A Challenging Benchmark to Detect Fake Images Generated by Advanced Neural Rendering Methods
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #115
Limited Preference Data? Learning Better Reward Model with Latent Space Synthesis
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5019
DrVD-Bench: Do Vision-Language Models Reason Like Human Doctors in Medical Image Diagnosis?
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1109
Information Retrieval Induced Safety Degradation in AI Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3614
P-Law: Predicting Quantitative Scaling Law with Entropy Guidance in Large Recommendation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #306
Agentic RL Scaling Law: Spontaneous Code Execution for Mathematical Problem Solving
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1302
WMCopier: Forging Invisible Watermarks on Arbitrary Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4209
A Pre-training Framework for Relational Data with Information-theoretic Principles
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1608
AANet: Virtual Screening under Structural Uncertainty via Alignment and Aggregation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
BADiff: Bandwidth Adaptive Diffusion Model
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4816
JavisGPT: A Unified Multi-modal LLM for Sounding-Video Comprehension and Generation
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4107
SATURN: SAT-based Reinforcement Learning to Unleash LLMs Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5000
Guiding Cross-Modal Representations with MLLM Priors via Preference Alignment
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3702
TRIM: Scalable 3D Gaussian Diffusion Inference with Temporal and Spatial Trimming
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
DERD-Net: Learning Depth from Event-based Ray Densities
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2701
Test-Time Adaptation by Causal Trimming
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3504
Linear Attention for Efficient Bidirectional Sequence Modeling
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1304
Beyond Expectations: Quantile-Guided Alignment for Risk-Calibrated Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2403
AstroVisBench: A Code Benchmark for Scientific Computing and Visualization in Astronomy
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3511
Point4Bit: Post Training 4-bit Quantization for Point Cloud 3D Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4812
Fine-Grained Preference Optimization Improves Spatial Reasoning in VLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4418
Self-Supervised Selective-Guided Diffusion Model for Old-Photo Face Restoration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3804
Active Target Discovery under Uninformative Priors: The Power of Permanent and Transient Memory
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #501
EUGens: Efficient, Unified and General Dense Layers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4807
Vision as a Dialect: Unifying Visual Understanding and Generation via Text-Aligned Representations
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1104
Adjacent Words, Divergent Intents: Jailbreaking Large Language Models via Task Concurrency
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #303
Wonder Wins Ways: Curiosity-Driven Exploration through Multi-Agent Contextual Calibration
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3808
PDPO: Parametric Density Path Optimization
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3508
Implicit Reward as the Bridge: A Unified View of SFT and DPO Connections
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1614
Learning Repetition-Invariant Representations for Polymer Informatics
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4012
Block-Biased Mamba for Long-Range Sequence Processing
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3210
NaDRO: Leveraging Dual-Reward Strategies for LLMs Training on Noisy Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4711
MMMG: A Massive, Multidisciplinary, Multi-Tier Generation Benchmark for Text-to-Image Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1702
DoseSurv: Predicting Personalized Survival Outcomes under Continuous-Valued Treatments
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2601
Curious Causality-Seeking Agents in Open-ended Worlds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2506
Handling Missing Responses under Cluster Dependence with Applications to Language Model Evaluation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1002
Cost-Efficient LLM Training with Lifetime-Aware Tensor Offloading via GPUDirect Storage
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4804
VisualLens: Personalization through Task-Agnostic Visual History
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3415
Self-Adapting Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1803
Sequential Attention-based Sampling for Histopathological Analysis
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5100
Alligat0R: Pre-Training through Covisibility Segmentation for Relative Camera Pose Regression
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1208
Query-Efficient Locally Private Hypothesis Selection via the Scheffe Graph
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4519
RoboScape: Physics-informed Embodied World Model
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1908
Exploring Polyglot Harmony: On Multilingual Data Allocation for Large Language Models Pretraining
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3809
Scalable In-context Ranking with Generative Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2312
EfficientNav: Towards On-Device Object-Goal Navigation with Navigation Map Caching and Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2711
Few-Shot Knowledge Distillation of LLMs With Counterfactual Explanations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5013
Don't Just Chase “Highlighted Tokens” in MLLMs: Revisiting Visual Holistic Context Retention
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4915
To Think or Not To Think: A Study of Thinking in Rule-Based Visual Reinforcement Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1617
scGeneScope: A Treatment-Matched Single Cell Imaging and Transcriptomics Dataset and Benchmark for Treatment Response Modeling
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2708
Fantastic Features and Where to Find Them: A Probing Method to combine Features from Multiple Foundation Models
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4504
CLiFT: Compressive Light-Field Tokens for Compute Efficient and Adaptive Neural Rendering
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4416
Foresight: Adaptive Layer Reuse for Accelerated and High-Quality Text-to-Video Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1203
Individual Fairness In Strategic Classification
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4103
Remarkable Robustness of LLMs: Stages of Inference?
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4606
CLIPGaussian: Universal and Multimodal Style Transfer Based on Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1600
AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5103
GeoLink: Empowering Remote Sensing Foundation Model with OpenStreetMap Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2108
Let Brain Rhythm Shape Machine Intelligence for Connecting Dots on Graphs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3618
GRIFFIN: Effective Token Alignment for Faster Speculative Decoding
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1308
Provable Gradient Editing of Deep Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4512
Anti-Aliased 2D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4409
Cameras as Relative Positional Encoding
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #304
Bootstrap Off-policy with World Model
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2009
Jacobian-Based Interpretation of Nonlinear Neural Encoding Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4201
STaRFormer: Semi-Supervised Task-Informed Representation Learning via Dynamic Attention-Based Regional Masking for Sequential Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #505
A Latent Multilayer Graphical Model For Complex, Interdependent Systems
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3414
MoleBridge: Synthetic Space Projecting with Discrete Markov Bridges
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #102
Evaluating LLM-contaminated Crowdsourcing Data Without Ground Truth
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #313
Off-policy Reinforcement Learning with Model-based Exploration Augmentation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4319
Reviving DSP for Advanced Theorem Proving in the Era of Reasoning Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1210
CryptoMoE: Privacy-Preserving and Scalable Mixture of Experts Inference via Balanced Expert Routing
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3611
Video Diffusion Models Excel at Tracking Similar-Looking Objects Without Supervision
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2913
The Complexity of Symmetric Equilibria in Min-Max Optimization and Team Zero-Sum Games
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5414
Enhancing LLM Watermark Resilience Against Both Scrubbing and Spoofing Attacks
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 8
SPARKE: Scalable Prompt-Aware Diversity and Novelty Guidance in Diffusion Models via RKE Score
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Learning Simple Interpolants for Linear Integer Arithmetic
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4202
msf-CNN: Patch-based Multi-Stage Fusion with Convolutional Neural Networks for TinyML
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #704
Accelerated Distance-adaptive Methods for Hölder Smooth and Convex Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4814
OSKAR: Omnimodal Self-supervised Knowledge Abstraction and Representation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5306
Dynamic View Synthesis as an Inverse Problem
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4503
APML: Adaptive Probabilistic Matching Loss for Robust 3D Point Cloud Reconstruction
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #100
Group-Level Data Selection for Efficient Pretraining
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4210
Revisiting Bi-Linear State Transitions in Recurrent Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4301
ScaleDiff: Higher-Resolution Image Synthesis via Efficient and Model-Agnostic Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3015
Computable universal online learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3919
Permutation Equivariant Neural Controlled Differential Equations for Dynamic Graph Representation Learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4405
ComfyMind: Toward General-Purpose Generation via Tree-Based Planning and Reactive Feedback
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1804
EmergentTTS-Eval: Evaluating TTS Models on Complex Prosodic, Expressiveness, and Linguistic Challenges Using Model-as-a-Judge
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
ChemX: A Collection of Chemistry Datasets for Benchmarking Automated Information Extraction
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1113
Comprehensive Assessment and Analysis for NSFW Content Erasure in Text-to-Image Diffusion models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4717
LISAt: Language-Instructed Segmentation Assistant for Satellite Imagery
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #416
Conformal Prediction Beyond the Horizon: Distribution-Free Inference for Policy Evaluation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4619
Benchmarking Egocentric Multimodal Goal Inference for Assistive Wearable Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4318
UVE: Are MLLMs Unified Evaluators for AI-Generated Videos?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3106
Consistency of the $k_n$-nearest neighbor rule under adaptive sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #314
CORE: Collaborative Optimization with Reinforcement Learning and Evolutionary Algorithm for Floorplanning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2013
Volume Transmission Implements Context Factorization to Target Online Credit Assignment and Enable Compositional Generalization
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2617
Adaptive Cannistraci-Hebb Network Automata Modelling of Complex Networks for Path-based Link Prediction
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5313
Artificial Hivemind: The Open-Ended Homogeneity of Language Models (and Beyond)
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4614
Collaborating Vision, Depth, and Thermal Signals for Multi-Modal Tracking: Dataset and Algorithm
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2800
Benchmarking Large Language Models with Integer Sequence Generation Tasks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1602
CPSea: Large-scale cyclic peptide-protein complex dataset for machine learning in cyclic peptide design
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2811
Incomplete Multi-view Deep Clustering with Data Imputation and Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1805
WritingBench: A Comprehensive Benchmark for Generative Writing
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3007
Unveiling the Power of Multiple Gossip Steps: A Stability-Based Generalization Analysis in Decentralized Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Care-PD: A Multi-Site Anonymized Clinical Dataset for Parkinson’s Disease Gait Assessment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2714
ProteinConformers: Benchmark Dataset for Simulating Protein Conformational Landscape Diversity and Plausibility
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3615
Constrained Discrete Diffusion
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2401
Demystifying Network Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #213
Scaling Offline RL via Efficient and Expressive Shortcut Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2910
Combinatorial Ski Rental Problem: Robust and Learning-Augmented Algorithms
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #106
CXReasonBench: A Benchmark for Evaluating Structured Diagnostic Reasoning in Chest X-rays
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1808
Unbiased Sliced Wasserstein Kernels for High-Quality Audio Captioning
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5508
Mitigating Reward Over-optimization in Direct Alignment Algorithms with Importance Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5018
ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2911
Learning-Augmented Facility Location Mechanisms for Envy Ratio
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2802
SpecMAS: A Multi-Agent System for Self-Verifying System Generation via Formal Model Checking
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #513
Accelerating RL for LLM Reasoning with Optimal Advantage Regression
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2808
Breaking the Gradient Barrier: Unveiling Large Language Models for Strategic Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3412
Semantic-guided Diverse Decoding for Large Language Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4102
Balanced Active Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3603
Evaluating Generalization Capabilities of LLM-Based Agents in Mixed-Motive Scenarios Using Concordia
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #900
Computation and Memory-Efficient Model Compression with Gradient Reweighting
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Physics-informed Reduced Order Modeling of Time-dependent PDEs via Differentiable Solvers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4615
MIRAGE: A Benchmark for Multimodal Information-Seeking and Reasoning in Agricultural Expert-Guided Conversations
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4616
MimeQA: Towards Socially-Intelligent Nonverbal Foundation Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4010
Results of the Big ANN: NeurIPS’23 competition
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5400
Bits Leaked per Query: Information-Theoretic Bounds for Adversarial Attacks on LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2803
AF-UMC: An Alignment-Free Fusion Framework for Unaligned Multi-View Clustering
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1811
Probabilistic Reasoning with LLMs for Privacy Risk Estimation
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2505
Counterfactual Implicit Feedback Modeling
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3003
Johnson-Lindenstrauss Lemma Beyond Euclidean Geometry
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5316
SciArena: An Open Evaluation Platform for Non-Verifiable Scientific Literature-Grounded Tasks
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1710
Understanding protein function with a multimodal retrieval-augmented foundation model
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4612
MM-OPERA: Benchmarking Open-ended Association Reasoning for Large Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1700
An Investigation of Memorization Risk in Healthcare Foundation Models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4713
What’s in Common? Multimodal Models Hallucinate When Reasoning Across Scenes
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4907
Self-Supervised Learning of Motion Concepts by Optimizing Counterfactuals
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #600
Variational Pólya Tree
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5408
DINGO: Constrained Inference for Diffusion LLMs
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Constant Bit-size Transformers Are Turing Complete
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2103
AutoHood3D: A Multi‑Modal Benchmark for Automotive Hood Design and Fluid–Structure Interaction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3818
Making Classic GNNs Strong Baselines Across Varying Homophily: A Smoothness–Generalization Perspective
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2807
Near-Exponential Savings for Population Mean Estimation with Active Learning
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3002
On Traceability in $\ell_p$ Stochastic Convex Optimization
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3402
Learn2Mix: Training Neural Networks Using Adaptive Data Integration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5415
TS-MOF: Two-Stage Multi-Objective Fine-tuning for Long-Tailed Recognition
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1111
DeceptionBench: A Comprehensive Benchmark for AI Deception Behaviors in Real-world Scenarios
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3418
EasySpec: Layer-Parallel Speculative Decoding for Efficient Multi-GPU Utilization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1603
FGBench: A Dataset and Benchmark for Molecular Property Reasoning at Functional Group-Level in Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2513
Structural Causal Bandits under Markov Equivalence
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1505
MaintainCoder: Maintainable Code Generation Under Dynamic Requirements
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4205
Transforming Generic Coder LLMs to Effective Binary Code Embedding Models for Similarity Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2814
Distributionally Robust Learning for Multi-source Unsupervised Domain Adaptation
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4507
ML4CO-Bench-101: Benchmark Machine Learning for Classic Combinatorial Problems on Graphs
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5315
Towards Better Dental AI: A Multimodal Benchmark and Instruction Dataset for Panoramic X-ray Analysis
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #813
What Data Enables Optimal Decisions? An Exact Characterization for Linear Optimization
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2815
DUET: Dual-Perspective Pseudo Labeling and Uncertainty-aware Exploration & Exploitation Training for Source-Free Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5200
Surprise3D: A Dataset for Spatial Understanding and Reasoning in Complex 3D Scenes
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4613
SURDS: Benchmarking Spatial Understanding and Reasoning in Driving Scenarios with Vision Language Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #715
Rethinking Gradient Step Denoiser: Towards Truly Pseudo-Contractive Operator
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1900
STEP: A Unified Spiking Transformer Evaluation Platform for Fair and Reproducible Benchmarking
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5317
AnomalyCoT: A Multi-Scenario Chain-of-Thought Dataset for Multimodal Large Language Models
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3205
Efficient and Near-Optimal Algorithm for Contextual Dueling Bandits with Offline Regression Oracles
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1616
SentinelKilnDB: A Large-Scale Dataset and Benchmark for OBB Brick Kiln Detection in South Asia Using Satellite Imagery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #607
Reverse Diffusion Sequential Monte Carlo Samplers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1612
Symmetry-Preserving Conformer Ensemble Networks for Molecular Representation Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5517
The Emergence of Abstract Thought in Large Language Models Beyond Any Language
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4618
STSBench: A Spatio-temporal Scenario Benchmark for Multi-modal Large Language Models in Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #107
Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2404
Quantifying Generalisation in Imitation Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #415
SPOT: Scalable Policy Optimization with Trees for Markov Decision Processes
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4502
MPMAvatar: Learning 3D Gaussian Avatars with Accurate and Robust Physics-Based Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #109
STARC-9: A Large-scale Dataset for Multi-Class Tissue Classification for CRC Histopathology
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2504
ProDAG: Projected Variational Inference for Directed Acyclic Graphs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5304
CADGrasp: Learning Contact and Collision Aware General Dexterous Grasping in Cluttered Scenes
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #814
Conformal Mixed-Integer Constraint Learning with Feasibility Guarantees
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1712
Tabula: A Tabular Self-Supervised Foundation Model for Single-Cell Transcriptomics
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #301
Multi-Agent Imitation by Learning and Sampling from Factorized Soft Q-Function
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2206
PAC Bench: Do Foundation Models Understand Prerequisites for Executing Manipulation Policies?
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1201
RiOSWorld: Benchmarking the Risk of Multimodal Computer-Use Agents
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5017
OpenWorldSAM: Extending SAM2 for Universal Image Segmentation with Language Prompts
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2415
IneqSearch: Hybrid Reasoning for Olympiad Inequality Proofs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1402
One Token Embedding Is Enough to Deadlock Your Large Reasoning Model
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1513
Open-Insect: Benchmarking Open-Set Recognition of Novel Species in Biodiversity Monitoring
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1309
Absence Bench: Language Models Can’t See What’s Missing
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3911
Path-Enhanced Contrastive Learning for Recommendation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4515
Seeing in the Dark: Benchmarking Egocentric 3D Vision with the Oxford Day-and-Night Dataset
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1806
TimE: A Multi-level Benchmark for Temporal Reasoning of LLMs in Real-World Scenarios
[
Slides]
[
Poster]
[
OpenReview]
Creative AI Session
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Upper Level Room 29A-D None
Creative AI Session 1
Poster Session
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Mexico City Poster Session 1
Poster Session
Wed Dec 03 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E None
San Diego Poster Session 1
Talk
Wed Dec 03 11:00 AM -- 11:12 AM (PST) @ Exhibit Hall A,B None
Building Enterprise AI to Transform Productivity: Lessons from Atlassian
Talk
Wed Dec 03 11:15 AM -- 11:27 AM (PST) @ Exhibit Hall A,B None
Bridging Research & Reality - Applied AI, Lessons from CommBank on Applied AI
Talk
Wed Dec 03 11:30 AM -- 11:42 AM (PST) @ Exhibit Hall A,B None
Exhibitor Talk - Yokogawa Digital Corporation
Talk
Wed Dec 03 11:45 AM -- 11:57 AM (PST) @ Exhibit Hall A,B None
Scaling Data Quality in the Era of LLMs: A Quality Framework
Expo Workshop
Wed Dec 03 12:00 PM -- 01:30 PM (PST) @ Upper Level Ballroom 20AB None
On Device/Edge AI
[
Slides]
Expo Workshop
Wed Dec 03 12:00 PM -- 01:30 PM (PST) @ Upper Level Ballroom 20D None
Using the Virtual Cell Platform to Accelerate Machine Learning in Biology
Expo Workshop
Wed Dec 03 12:00 PM -- 01:30 PM (PST) @ Upper Level Ballroom 6AB None
AI Assistants in the Wild: Agents, Adaptation, and Memory-Augmented Deployment
Expo Workshop
Wed Dec 03 12:00 PM -- 01:30 PM (PST) @ Upper Level Ballroom 6CDEF None
Multi-Agent Systems in Industry: From Research to Real-World Impact
Talk
Wed Dec 03 12:00 PM -- 12:12 PM (PST) @ Exhibit Hall A,B None
Exploring Diffusion Transformer Designs via Grafting
Talk
Wed Dec 03 12:15 PM -- 12:27 PM (PST) @ Exhibit Hall A,B None
Exhibitor Talk - Uber AI Solutions
Talk
Wed Dec 03 12:30 PM -- 12:42 PM (PST) @ Exhibit Hall A,B None
Behind SWE-rebench: infrastructure to build massive datasets of SWE tasks
Talk
Wed Dec 03 12:45 PM -- 12:57 PM (PST) @ Exhibit Hall A,B None
Pearl: A Foundation Model Advancing Small Molecule Drug Discovery
Break
Wed Dec 03 01:00 PM -- 02:30 PM (PST) None
Hosted Lunch
Talk
Wed Dec 03 01:00 PM -- 01:12 PM (PST) @ Exhibit Hall A,B None
Agentic Full-Stack Benchmarking for Knowledge Work
Talk
Wed Dec 03 01:15 PM -- 01:27 PM (PST) @ Exhibit Hall A,B None
The Quiet Enabler: AI-Amplified Discovery
Affinity Event
Wed Dec 03 01:30 PM -- 05:30 PM (PST) @ Upper Level Room 32AB None
Indigenous in AI/ML
Talk
Wed Dec 03 01:30 PM -- 01:42 PM (PST) @ Exhibit Hall A,B None
Towards A Blueprint for Open Science of Foundation Models
Talk
Wed Dec 03 01:45 PM -- 01:57 PM (PST) @ Exhibit Hall A,B None
T1: A Tool-Oriented Conversational Dataset for Multi-Turn Agentic Planning
Break
Wed Dec 03 02:00 PM -- 02:45 PM (PST) @ Foyer None
Coffee Break
Talk
Wed Dec 03 02:00 PM -- 02:12 PM (PST) @ Exhibit Hall A,B None
Gen AI Firsts - Qualcomm
Test Of Time
Wed Dec 03 02:00 PM -- 02:30 PM (PST) @ Exhibit Hall F,G,H None
Test of Time Award
Test Of Time
Wed Dec 03 02:00 PM -- 02:30 PM (PST) @ Don Alberto 1 None
Test of Time Award
San Diego Invited Talk
Wed Dec 03 02:30 PM -- 03:30 PM (PST) @ Exhibit Hall F,G,H None
Are We Having the Wrong Nightmares About AI?
Mexico City Invited Talk
Wed Dec 03 02:30 PM -- 03:30 PM (PST) @ Don Alberto 1 None
Are We Having the Wrong Nightmares About AI?
Oral
Wed Dec 03 03:30 PM -- 03:50 PM (PST) @ Upper Level Ballroom 6AB None
A multiscale analysis of mean-field transformers in the moderate interaction regime
[
OpenReview]
Mexico City Oral
Wed Dec 03 03:30 PM -- 03:50 PM (PST) @ Don Alberto 4 None
Agnostic Active Learning Is Always Better Than Passive Learning
Oral
Wed Dec 03 03:30 PM -- 03:50 PM (PST) @ Upper Level Ballroom 6CDEF None
PhySense: Sensor Placement Optimization for Accurate Physics Sensing
[
OpenReview]
Oral
Wed Dec 03 03:30 PM -- 03:50 PM (PST) @ Upper Level Ballroom 20AB None
PRIMT: Preference-based Reinforcement Learning with Multimodal Feedback and Trajectory Synthesis from Foundation Models
[
Slides]
[
OpenReview]
Oral
Wed Dec 03 03:30 PM -- 03:50 PM (PST) @ Upper Level Ballroom 20D None
Agnostic Active Learning Is Always Better Than Passive Learning
[
OpenReview]
San Diego Oral
Wed Dec 03 03:30 PM -- 03:50 PM (PST) @ Exhibit Hall F,G,H None
Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
[
OpenReview]
Mexico City Oral
Wed Dec 03 03:30 PM -- 03:50 PM (PST) @ Don Alberto 2 None
A multiscale analysis of mean-field transformers in the moderate interaction regime
Mexico City Oral
Wed Dec 03 03:30 PM -- 03:50 PM (PST) @ Don Alberto 1 None
Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
Mexico City Oral
Wed Dec 03 03:30 PM -- 03:50 PM (PST) @ Don Alberto 3 None
PRIMT: Preference-based Reinforcement Learning with Multimodal Feedback and Trajectory Synthesis from Foundation Models
Mexico City Oral Session
Wed Dec 03 03:30 PM -- 04:30 PM (PST) @ Don Alberto 1 None
Oral 2A Multimodal 2
San Diego Oral Session
Wed Dec 03 03:30 PM -- 04:30 PM (PST) @ Exhibit Hall F,G,H None
Oral 2A Multimodal 2
Mexico City Oral Session
Wed Dec 03 03:30 PM -- 04:30 PM (PST) @ Don Alberto 2 None
Oral 2B Deep Learning 1
San Diego Oral Session
Wed Dec 03 03:30 PM -- 04:30 PM (PST) @ Upper Level Ballroom 6AB None
Oral 2B Deep Learning 1
San Diego Oral Session
Wed Dec 03 03:30 PM -- 04:30 PM (PST) @ Upper Level Ballroom 20AB None
Oral 2C Reinforcement/State-space 1
Mexico City Oral Session
Wed Dec 03 03:30 PM -- 04:30 PM (PST) @ Don Alberto 3 None
Oral 2C Reinforcement/State-space 1
San Diego Oral Session
Wed Dec 03 03:30 PM -- 04:30 PM (PST) @ Upper Level Ballroom 6CDEF None
Oral 2D Application 1
San Diego Oral Session
Wed Dec 03 03:30 PM -- 04:30 PM (PST) @ Upper Level Ballroom 20D None
Oral 2E Theory 2
Mexico City Oral Session
Wed Dec 03 03:30 PM -- 04:30 PM (PST) @ Don Alberto 4 None
Oral 2E Theory 2
Talk
Wed Dec 03 03:30 PM -- 03:42 PM (PST) @ Exhibit Hall A,B None
Personalized Dental Care: 3D generative models for biomimetic dental restorations
Talk
Wed Dec 03 03:45 PM -- 03:57 PM (PST) @ Exhibit Hall A,B None
Building close-loop simulation with realtime generative modeling
Oral
Wed Dec 03 03:50 PM -- 04:10 PM (PST) @ Upper Level Ballroom 6CDEF None
TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability
[
OpenReview]
Oral
Wed Dec 03 03:50 PM -- 04:10 PM (PST) @ Upper Level Ballroom 6AB None
The emergence of sparse attention: impact of data distribution and benefits of repetition
[
OpenReview]
Oral
Wed Dec 03 03:50 PM -- 04:10 PM (PST) @ Upper Level Ballroom 20AB None
Adaptive Surrogate Gradients for Sequential Reinforcement Learning in Spiking Neural Networks
[
Slides]
[
OpenReview]
Oral
Wed Dec 03 03:50 PM -- 04:10 PM (PST) @ Upper Level Ballroom 20D None
Dynamical Decoupling of Generalization and Overfitting in Large Two-Layer Networks
[
OpenReview]
Mexico City Oral
Wed Dec 03 03:50 PM -- 04:10 PM (PST) @ Don Alberto 2 None
The emergence of sparse attention: impact of data distribution and benefits of repetition
[
Slides]
Mexico City Oral
Wed Dec 03 03:50 PM -- 04:10 PM (PST) @ Don Alberto 3 None
Adaptive Surrogate Gradients for Sequential Reinforcement Learning in Spiking Neural Networks
San Diego Oral
Wed Dec 03 03:50 PM -- 04:10 PM (PST) @ Exhibit Hall F,G,H None
CoralVQA: A Large-Scale Visual Question Answering Dataset for Coral Reef Image Understanding
[
OpenReview]
Mexico City Oral
Wed Dec 03 03:50 PM -- 04:10 PM (PST) @ Don Alberto 4 None
Dynamical Decoupling of Generalization and Overfitting in Large Two-Layer Networks
Mexico City Oral
Wed Dec 03 03:50 PM -- 04:10 PM (PST) @ Don Alberto 1 None
CoralVQA: A Large-Scale Visual Question Answering Dataset for Coral Reef Image Understanding
Talk
Wed Dec 03 04:00 PM -- 04:12 PM (PST) @ Exhibit Hall A,B None
Charting the Course for Human+AI Collaboration at Upwork
San Diego Oral
Wed Dec 03 04:10 PM -- 04:30 PM (PST) @ Upper Level Ballroom 6CDEF None
OrthoLoC: UAV 6-DoF Localization and Calibration Using Orthographic Geodata
[
OpenReview]
Mexico City Oral
Wed Dec 03 04:10 PM -- 04:30 PM (PST) @ Don Alberto 2 None
From Condensation to Rank Collapse: A Two-Stage Analysis of Transformer Training Dynamics
Mexico City Oral
Wed Dec 03 04:10 PM -- 04:30 PM (PST) @ Don Alberto 1 None
OpenHOI: Open-World Hand-Object Interaction Synthesis with Multimodal Large Language Model
Oral
Wed Dec 03 04:10 PM -- 04:30 PM (PST) @ Exhibit Hall F,G,H None
OpenHOI: Open-World Hand-Object Interaction Synthesis with Multimodal Large Language Model
[
Slides]
[
OpenReview]
Oral
Wed Dec 03 04:10 PM -- 04:30 PM (PST) @ Upper Level Ballroom 6AB None
From Condensation to Rank Collapse: A Two-Stage Analysis of Transformer Training Dynamics
[
OpenReview]
Oral
Wed Dec 03 04:10 PM -- 04:30 PM (PST) @ Upper Level Ballroom 20D None
Tighter CMI-Based Generalization Bounds via Stochastic Projection and Quantization
[
Slides]
[
OpenReview]
Oral
Wed Dec 03 04:10 PM -- 04:30 PM (PST) @ Upper Level Ballroom 20AB None
SAGE: A Unified Framework for Generalizable Object State Recognition with State-Action Graph Embedding
[
OpenReview]
Mexico City Oral
Wed Dec 03 04:10 PM -- 04:30 PM (PST) @ Don Alberto 4 None
Tighter CMI-Based Generalization Bounds via Stochastic Projection and Quantization
[
Slides]
Mexico City Oral
Wed Dec 03 04:10 PM -- 04:30 PM (PST) @ Don Alberto 3 None
SAGE: A Unified Framework for Generalizable Object State Recognition with State-Action Graph Embedding
Break
Wed Dec 03 04:30 PM -- 05:30 PM (PST) None
Coffee Break
Startup Pitch
Wed Dec 03 04:30 PM -- 05:30 PM (PST) @ Don Alberto 4 None
NeurIPS 2025 Mexico City: Startup Pitch Competition
Expo Talk Panel
Wed Dec 03 04:30 PM -- 05:30 PM (PST) @ Upper Level Ballroom 6AB None
Cosmos World Foundation Model Platform for Physical AI
Expo Talk Panel
Wed Dec 03 04:30 PM -- 05:30 PM (PST) @ Upper Level Ballroom 6CDEF None
Building the Open AI Ecosystem: Models, Infrastructure and Community Adoption
Expo Talk Panel
Wed Dec 03 04:30 PM -- 05:30 PM (PST) @ Upper Level Ballroom 20AB None
Juries, Not Judges! Industry-Scale Evaluation of Trustworthy AI via Dynamic LLM Panels
Expo Talk Panel
Wed Dec 03 04:30 PM -- 05:30 PM (PST) @ Upper Level Ballroom 20D None
The Co-X Framework: Versatile AI Agents for Automating and Augmenting Professional Workflows
Creative AI Panel
Wed Dec 03 04:30 PM -- 05:30 PM (PST) @ Upper Level Room 30A-E None
Art Content Creation: When demands are met by pipelines (or not)
[
Slides]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5504
Fair Cooperation in Mixed-Motive Games via Conflict-Aware Gradient Adjustment
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1015
Unveiling Concept Attribution in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1112
LLMs Encode Harmfulness and Refusal Separately
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1108
ErrorTrace: A Black-Box Traceability Mechanism Based on Model Family Error Space
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2400
TimePerceiver: An Encoder-Decoder Framework for Generalized Time-Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #906
Exploring Landscapes for Better Minima along Valleys
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4703
One Token per Highly Selective Frame: Towards Extreme Compression for Long Video Understanding
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2007
Brain-tuning Improves Generalizability and Efficiency of Brain Alignment in Speech Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2306
4D-VLA: Spatiotemporal Vision-Language-Action Pretraining with Cross-Scene Calibration
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5414
KGGen: Extracting Knowledge Graphs from Plain Text with Language Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2615
LCDB 1.1: A Database Illustrating Learning Curves Are More Ill-Behaved Than Previously Thought
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #416
Enhancing Safety in Reinforcement Learning with Human Feedback via Rectified Policy Optimization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1903
Signal and Noise: A Framework for Reducing Uncertainty in Language Model Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2404
ConnectomeBench: Can LLMs proofread the connectome?
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #911
FSEO: Few-Shot Evolutionary Optimization via Meta-Learning for Expensive Multi-Objective Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 8
PolypSense3D: A Multi-Source Benchmark Dataset for Depth-Aware Polyp Size Measurement in Endoscopy
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2600
Scalable Feature Learning on Huge Knowledge Graphs for Downstream Machine Learning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2106
FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #608
SimpleStrat: Diversifying Language Model Generation with Stratification
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5204
AHa-Bench: Benchmarking Audio Hallucinations in Large Audio-Language Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3715
Joint Relational Database Generation via Graph-Conditional Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1009
Cross City Traffic Flow Generation via Retrieval Augmented Diffusion Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4502
CHOICE: Benchmarking the Remote Sensing Capabilities of Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1215
Online robust locally differentially private learning for nonparametric regression
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
An Evidence-Based Post-Hoc Adjustment Framework for Anomaly Detection Under Data Contamination
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4109
CAS-Spec: Cascade Adaptive Self-Speculative Decoding for On-the-Fly Lossless Inference Acceleration of LLMs
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1807
Cooperative Retrieval-Augmented Generation for Question Answering: Mutual Information Exchange and Ranking by Contrasting Layers
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #313
Incentivizing LLMs to Self-Verify Their Answers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #216
Periodic Skill Discovery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Visual Structures Help Visual Reasoning: Addressing the Binding Problem in LVLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5317
SIFusion: A Unified Fusion Framework for Multi-granularity Arctic Sea Ice Forecasting
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1506
OligoGym: Curated Datasets and Benchmarks for Oligonucleotide Drug Discovery
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1803
RESPIN-S1.0: A read speech corpus of 10000+ hours in dialects of nine Indian Languages
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4408
ODG: Occupancy Prediction Using Dual Gaussians
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2507
Massive Sound Embedding Benchmark (MSEB)
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2203
Emerging Risks from Embodied AI Require Urgent Policy Action
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #406
Learning Parameterized Skills from Demonstrations
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5303
Differentially Private Bilevel Optimization: Efficient Algorithms with Near-Optimal Rates
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5014
SynCL: A Synergistic Training Strategy with Instance-Aware Contrastive Learning for End-to-End Multi-Camera 3D Tracking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5511
A Set of Generalized Components to Achieve Effective Poison-only Clean-label Backdoor Attacks with Collaborative Sample Selection and Triggers
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1310
VMDT: Decoding the Trustworthiness of Video Foundation Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2200
DeltaPhi: Physical States Residual Learning for Neural Operators in Data-Limited PDE Solving
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #107
The Best Instruction-Tuning Data are Those That Fit
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1312
OS-Harm: A Benchmark for Measuring Safety of Computer Use Agents
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4503
MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5418
Generalized and Invariant Single-Neuron In-Vivo Activity Representation Learning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3810
Equivariance Everywhere All At Once: A Recipe for Graph Foundation Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5002
PartNeXt: A Next-Generation Dataset for Fine-Grained and Hierarchical 3D Part Understanding
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4500
OrthoLoC: UAV 6-DoF Localization and Calibration Using Orthographic Geodata
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #112
Fixing It in Post: A Comparative Study of LLM Post-Training Data Quality and Model Performance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #502
Bayesian Concept Bottleneck Models with LLM Priors
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4005
Self-Verifying Reflection Helps Transformers with CoT Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1713
Simulating Viva Voce Examinations to Evaluate Clinical Reasoning in Large Language Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Hierarchical Self-Attention: Generalizing Neural Attention Mechanics to Multi-Scale Problems
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #109
ThinkBench: Dynamic Out-of-Distribution Evaluation for Robust LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4516
RPG360: Robust 360 Depth Estimation with Perspective Foundation Models and Graph Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2109
RNNs perform task computations by dynamically warping neural representations
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1008
Unifying Attention Heads and Task Vectors via Hidden State Geometry in In-Context Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1908
SQLens: An End-to-End Framework for Error Detection and Correction in Text-to-SQL
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1509
MetaFind: Scene-Aware 3D Asset Retrieval for Coherent Metaverse Scene Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4617
FOCUS: Internal MLLM Representations for Efficient Fine-Grained Visual Question Answering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3712
Towards General Modality Translation with Contrastive and Predictive Latent Diffusion Bridge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3314
Don’t Trade Off Safety: Diffusion Regularization for Constrained Offline RL
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5518
UniLumos: Fast and Unified Image and Video Relighting with Physics-Plausible Feedback
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3316
Eluder dimension: localise it!
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1711
TCM-Ladder: A Benchmark for Multimodal Question Answering on Traditional Chinese Medicine
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1811
Word-Level Emotional Expression Control in Zero-Shot Text-to-Speech Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4102
EgoVid-5M: A Large-Scale Video-Action Dataset for Egocentric Videos Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1107
RespoDiff: Dual-Module Bottleneck Transformation for Responsible & Faithful T2I Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3802
MiNT: Multi-Network Transfer Benchmark for Temporal Graph Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3110
Revisiting Agnostic Boosting
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2406
AgMMU: A Comprehensive Agricultural Multimodal Understanding Benchmark
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3016
Robust learning of halfspaces under log-concave marginals
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1311
WASP: Benchmarking Web Agent Security Against Prompt Injection Attacks
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1510
Constrained Diffusers for Safe Planning and Control
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1309
BackdoorDM: A Comprehensive Benchmark for Backdoor Learning on Diffusion Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5005
UrbanIng-V2X: A Large-Scale Multi-Vehicle, Multi-Infrastructure Dataset Across Multiple Intersections for Cooperative Perception
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #401
GSO: Challenging Software Optimization Tasks for Evaluating SWE-Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1200
SNEAKDOOR: Stealthy Backdoor Attacks against Distribution Matching-based Dataset Condensation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4004
MoE-CAP: Benchmarking Cost, Accuracy and Performance of Sparse Mixture-of-Experts Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2002
Listening to the Brain: Multi-Band sEEG Auditory Reconstruction via Dynamic Spatio-Temporal Hypergraphs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3414
Learning to Rank for In-Context Example Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3410
AcuRank: Uncertainty-Aware Adaptive Computation for Listwise Reranking
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #508
Smooth Sailing: Lipschitz-Driven Uncertainty Quantification for Spatial Associations
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3801
CosmoBench: A Multiscale, Multiview, Multitask Cosmology Benchmark for Geometric Deep Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4507
Point3R: Streaming 3D Reconstruction with Explicit Spatial Pointer Memory
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2808
Missing Data Imputation by Reducing Mutual Information with Rectified Flows
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4405
C3Po: Cross-View Cross-Modality Correspondence by Pointmap Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3719
Ask a Strong LLM Judge when Your Reward Model is Uncertain
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1001
MultiScale Contextual Bandits for Long Term Objectives
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Don’t Give Up on Democratizing AI for the Wrong Reasons
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2317
WeatherPrompt: Multi-modality Representation Learning for All-Weather Drone Visual Geo-Localization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2509
LLM-Driven Treatment Effect Estimation Under Inference Time Text Confounding
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3517
Corrector Sampling in Language Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2610
Diverse Influence Component Analysis: A Geometric Approach to Nonlinear Mixture Identifiability
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #116
HelpSteer3-Preference: Open Human-Annotated Preference Data across Diverse Tasks and Languages
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2409
BikeBench: A Bicycle Design Benchmark for Generative Models with Objectives and Constraints
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #914
BO4Mob: Bayesian Optimization Benchmarks for High-Dimensional Urban Mobility Problem
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3210
On the Convergence of Single-Timescale Actor-Critic
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3916
Scalable Neural Network Geometric Robustness Validation via Hölder Optimisation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
OpenGU: A Comprehensive Benchmark for Graph Unlearning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2704
Buffer layers for Test-Time Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2305
CLEAR: Command Level Annotated Dataset for Ransomware Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #514
Zero-shot World Models via Search in Memory
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1705
FAPEX: Fractional Amplitude-Phase Expressor for Robust Cross-Subject Seizure Prediction
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #203
Solving Inequality Proofs with Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1308
PolyGuard: Massive Multi-Domain Safety Policy-Grounded Guardrail Dataset
[
OpenReview]
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3015
Agnostic Active Learning Is Always Better Than Passive Learning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5407
Probing Hidden Knowledge Holes in Unlearned LLMs
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2301
Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution Shift
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #210
Online Optimization for Offline Safe Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2417
Co-PatcheR: Collaborative Software Patching with Component-specific Small Reasoning Models
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #712
Sharper Convergence Rates for Nonconvex Optimisation via Reduction Mappings
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #612
MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4505
Intend to Move: A Multimodal Dataset for Intention-Aware Human Motion Understanding
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5311
Solving the Asymmetric Traveling Salesman Problem via Trace-Guided Cost Augmentation
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #114
Extremely Simple Multimodal Outlier Synthesis for Out-of-Distribution Detection and Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #204
The Impact of Coreset Selection on Spurious Correlations and Group Robustness
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3007
Algorithm- and Data-Dependent Generalization Bounds for Diffusion Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #816
Smart Surrogate Losses for Contextual Stochastic Linear Optimization with Robust Constraints
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2205
Robo2VLM: Improving Visual Question Answering using Large-Scale Robot Manipulation Data
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2517
CausalDynamics: A large‐scale benchmark for structural discovery of dynamical causal models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1109
Dynamic Risk Assessments for Offensive Cybersecurity Agents
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4016
BLEUBERI: BLEU is a surprisingly effective reward for instruction following
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4003
Streaming Attention Approximation via Discrepancy Theory
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1000
Monoculture or Multiplicity: Which Is It?
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4807
CausalVTG: Towards Robust Video Temporal Grounding via Causal Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4107
Listwise Preference Diffusion Optimization for User Behavior Trajectories Prediction
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1611
SmokeViz: A Large-Scale Satellite Dataset for Wildfire Smoke Detection and Segmentation
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3716
On the Empirical Power of Goodness-of-Fit Tests in Watermark Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2105
Geometric Algebra-Enhanced Bayesian Flow Network for RNA Inverse Design
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1600
3D-GSRD: 3D Molecular Graph Auto-Encoder with Selective Re-mask Decoding
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Tighter CMI-Based Generalization Bounds via Stochastic Projection and Quantization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
World Models as Reference Trajectories for Rapid Motor Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #603
Sampling from multi-modal distributions with polynomial query complexity in fixed dimension via reverse diffusion
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1517
ProfiX: Improving Profile-Guided Optimization in Compilers with Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2104
Learning Chern Numbers of Multiband Topological Insulators with Gauge Equivariant Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1913
Explainable Reinforcement Learning from Human Feedback to Improve Alignment
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3206
Performative Risk Control: Calibrating Models for Reliable Deployment under Performativity
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3903
On the Surprising Effectiveness of Large Learning Rates under Standard Width Scaling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2412
Can Agent Fix Agent Issues?
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1204
Setting $\varepsilon$ is not the Issue in Differential Privacy
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2613
Bridging Arbitrary and Tree Metrics via Differentiable Gromov Hyperbolicity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4017
ZEUS: Zero-shot Embeddings for Unsupervised Separation of Tabular Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5318
On the SAC-BL Algorithm for Anomaly Detection
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2814
Incentivizing Truthful Language Models via Peer Elicitation Games
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3813
MOTION: Multi-Sculpt Evolutionary Coarsening for Federated Continual Graph Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5001
Smooth Regularization for Efficient Video Recognition
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #604
Learning Latent Variable Models via Jarzynski-adjusted Langevin Algorithm
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3508
PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2912
Strategic Hypothesis Testing
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5515
SAGE: A Unified Framework for Generalizable Object State Recognition with State-Action Graph Embedding
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3613
Entropic Time Schedulers for Generative Diffusion Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4400
Solving Inverse Problems with FLAIR
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3205
Tight Generalization Bounds for Large-Margin Halfspaces
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2606
Generative Data Augmentation via Diffusion Distillation, Adversarial Alignment, and Importance Reweighting
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1617
Curly Flow Matching for Learning Non-gradient Field Dynamics
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #702
Efficiently Escaping Saddle Points under Generalized Smoothness via Self-Bounding Regularity
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4610
Multi-Kernel Correlation-Attention Vision Transformer for Enhanced Contextual Understanding and Multi-Scale Integration
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1507
CheMixHub: Datasets and Benchmarks for Chemical Mixture Property Prediction
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5308
Generative RLHF-V: Learning Principles from Multi-modal Human Preference
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #904
On the $O(\frac{\sqrt{d}}{K^{1/4}})$ Convergence Rate of AdamW Measured by $\ell_1$ Norm
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3304
LLM Query Scheduling with Prefix Reuse and Latency Constraints
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4418
ROGR: Relightable 3D Objects using Generative Relighting
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2014
TRACE: Contrastive learning for multi-trial time series data in neuroscience
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 5
Test-Time Adaptive Object Detection with Foundation Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4314
PairEdit: Learning Semantic Variations for Exemplar-based Image Editing
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3918
Robustness in Both Domains: CLIP Needs a Robust Text Encoder
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4701
REOrdering Patches Improves Vision Models
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #614
GraLoRA: Granular Low-Rank Adaptation for Parameter-Efficient Fine-Tuning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2207
Quantization-Free Autoregressive Action Transformer
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #912
PRESTO: Preimage-Informed Instruction Optimization for Prompting Black-Box LLMs
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2916
Near-Optimal Quantum Algorithms for Computing (Coarse) Correlated Equilibria of General-Sum Games
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4106
Searching Efficient Semantic Segmentation Architectures via Dynamic Path Selection
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #315
AlphaZero Neural Scaling and Zipf's Law: a Tale of Board Games and Power Laws
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4700
Time-R1: Post-Training Large Vision Language Model for Temporal Video Grounding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2101
UGM2N: An Unsupervised and Generalizable Mesh Movement Network via M-Uniform Loss
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3713
Think Only When You Need with Large Hybrid-Reasoning Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2709
UGoDIT: Unsupervised Group Deep Image Prior Via Transferable Weights
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2703
MEMOIR: Lifelong Model Editing with Minimal Overwrite and Informed Retention for LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1616
UniZyme: A Unified Protein Cleavage Site Predictor Enhanced with Enzyme Active-Site Knowledge
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4410
I2-NeRF: Learning Neural Radiance Fields Under Physically-Grounded Media Interactions
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3412
ParetoQ: Improving Scaling Laws in Extremely Low-bit LLM Quantization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3009
Minimax-Optimal Univariate Function Selection in Sparse Additive Models: Rates, Adaptation, and the Estimation-Selection Gap
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2700
Scaling Up Parameter Generation: A Recurrent Diffusion Approach
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2906
Walking the Tightrope: Autonomous Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1114
Learning Gradient Boosted Decision Trees with Algorithmic Recourse
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Towards Unified Multimodal Interleaved Generation via Group Relative Policy Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4815
SpaceServe: Spatial Multiplexing of Complementary Encoders and Decoders for Multimodal LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2516
Conditional Forecasts and Proper Scoring Rules for Reliable and Accurate Performative Predictions
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #110
Rethinking Evaluation of Infrared Small Target Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2812
Contextual Online Pricing with (Biased) Offline Data
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2611
Enhancing Contrastive Learning with Variable Similarity
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2401
Structured Temporal Causality for Interpretable Multivariate Time Series Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #710
Problem-Parameter-Free Decentralized Bilevel Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3503
Infinite-Width Limit of a Single Attention Layer: Analysis via Tensor Programs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 4
Flow-Based Policy for Online Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2712
Uncertainty-Informed Meta Pseudo Labeling for Surrogate Modeling with Limited Labeled Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #205
miniF2F-Lean Revisited: Reviewing Limitations and Charting a Path Forward
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4111
CORE: Reducing UI Exposure in Mobile Agents via Collaboration Between Cloud and Local LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Adaptive Batch-Wise Sample Scheduling for Direct Preference Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4615
Unified Reinforcement and Imitation Learning for Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4101
MMIG-Bench: Towards Comprehensive and Explainable Evaluation of Multi-Modal Image Generation Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4104
AdaSPEC: Selective Knowledge Distillation for Efficient Speculative Decoders
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4913
Towards Unsupervised Domain Bridging via Image Degradation in Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4108
DP-LLM: Runtime Model Adaptation with Dynamic Layer-wise Precision Assignment
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3417
X-Mahalanobis: Transformer Feature Mixing for Reliable OOD Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3806
Towards Effective Federated Graph Foundation Model via Mitigating Knowledge Entanglement
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4306
Universal Few-shot Spatial Control for Diffusion Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5013
Dual-Stage Value-Guided Inference with Margin-Based Reward Adjustment for Fast and Faithful VLM Captioning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5015
Under the Shadow: Exploiting Opacity Variation for Fine-grained Shadow Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3104
Kernel Learning with Adversarial Features: Numerical Efficiency and Adaptive Regularization
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #907
Pay Attention to Small Weights
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4819
BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3512
SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2804
RGNMR: A Gauss-Newton method for robust matrix completion with theoretical guarantees
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1606
High-order Equivariant Flow Matching for Density Functional Theory Hamiltonian Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2502
TopER: Topological Embeddings in Graph Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3014
Risk Bounds For Distributional Regression
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3619
Learning to Integrate Diffusion ODEs by Averaging the Derivatives
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1702
Better Tokens for Better 3D: Advancing Vision-Language Modeling in 3D Medical Imaging
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2201
INC: An Indirect Neural Corrector for Auto-Regressive Hybrid PDE Solvers
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #200
T-SHIRT: Token-Selective Hierarchical Data Selection for Instruction Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3516
Dimensional Collapse in VQVAEs: Evidence and Remedies
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2107
Flow Field Reconstruction with Sensor Placement Policy Learning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5503
Rebalancing Return Coverage for Conditional Sequence Modeling in Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4901
Learning the Wrong Lessons: Syntactic-Domain Spurious Correlations in Language Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4206
Training-Free Efficient Video Generation via Dynamic Token Carving
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #809
Revisiting 1-peer exponential graph for enhancing decentralized learning efficiency
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3301
Fully Dynamic Algorithms for Chamfer Distance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3612
COME: Adding Scene-Centric Forecasting Control to Occupancy World Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1100
Robust Distortion-Free Watermark for Autoregressive Audio Generation Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3607
AltLoRA: Towards Better Gradient Approximation in Low-Rank Adaptation with Alternating Projections
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #609
Low-Rank Graphon Learning for Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3101
Provable Watermarking for Data Poisoning Attacks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5403
CAD-Coder: Text-to-CAD Generation with Chain-of-Thought and Geometric Reward
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2316
ReSim: Reliable World Simulation for Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Enhancing GUI Agent with Uncertainty-Aware Self-Trained Evaluator
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3707
Nested Learning: The Illusion of Deep Learning Architectures
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #606
Small Resamples, Sharp Guarantees: Convergence Rates for Resampled Studentized Quantile Estimators
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 6
Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2513
Prediction-Powered Causal Inferences
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #900
FSNet: Feasibility-Seeking Neural Network for Constrained Optimization with Guarantees
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5304
CoCoA: A Minimum Bayes Risk Framework Bridging Confidence and Consistency for Uncertainty Quantification in LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3006
Riemannian Proximal Sampler for High-accuracy Sampling on Manifolds
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5019
Bézier Splatting for Fast and Differentiable Vector Graphics Rendering
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5310
Balancing Positive and Negative Classification Error Rates in Positive-Unlabeled Learning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3302
Minimum Width for Deep, Narrow MLP: A Diffeomorphism Approach
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3812
Pruning Spurious Subgraphs for Graph Out-of-Distribution Generalization
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1306
Human Texts Are Outliers: Detecting LLM-generated Texts via Out-of-distribution Detection
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5516
A Closer Look to Positive-Unlabeled Learning from Fine-grained Perspectives: An Empirical Study
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2510
Statistical Inference for Gradient Boosting Regression
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5500
DIFFSSR: Stereo Image Super-resolution Using Differential Transformer
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4915
Gate to the Vessel: Residual Experts Restore What SAM Overlooks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2111
Time-Evolving Dynamical System for Learning Latent Representations of Mouse Visual Neural Activity
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3917
Towards Building Model/Prompt-Transferable Attackers against Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3108
Private Online Learning against an Adaptive Adversary: Realizable and Agnostic Settings
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3204
Lyapunov-Stable Adaptive Control for Multimodal Concept Drift
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1500
Latent Retrieval Augmented Generation of Cross-Domain Protein Binders
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3919
Latency NMS Attacks: Is It Real Life or Is It Just Fantasy?
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3004
Towards the Resistance of Neural Network Fingerprinting to Fine-tuning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2415
APOLLO: Automated LLM and Lean Collaboration for Advanced Formal Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #805
Improved Algorithms for Fair Matroid Submodular Maximization
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #413
Skill-Driven Neurosymbolic State Abstractions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2809
ComRank: Ranking Loss for Multi-Label Complementary Label Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4412
RaySt3R: Predicting Novel Depth Maps for Zero-Shot Object Completion
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2416
TokMan:Tokenize Manhattan Mask Optimization for Inverse Lithography
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3103
Instance-Dependent Regret Bounds for Nonstochastic Linear Partial Monitoring
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4506
HAIF-GS: Hierarchical and Induced Flow-Guided Gaussian Splatting for Dynamic Scene
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4309
Diffusion Model as a Noise-Aware Latent Reward Model for Step-Level Preference Optimization
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #303
Win Fast or Lose Slow: Balancing Speed and Accuracy in Latency-Sensitive Decisions of LLMs
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4401
ROSE: Remove Objects with Side Effects in Videos
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2212
FreqPolicy: Efficient Flow-based Visuomotor Policy via Frequency Consistency
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1511
Optimizing Distributional Geometry Alignment with Optimal Transport for Generative Dataset Distillation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1115
Representational Difference Explanations
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #709
Constrained Optimization From a Control Perspective via Feedback Linearization
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4201
Mind-the-Glitch: Visual Correspondence for Detecting Inconsistencies in Subject-Driven Generation
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Detecting Data Deviations in Electronic Health Records
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2800
$\texttt{G1}$: Teaching LLMs to Reason on Graphs with Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #607
Discrete Neural Flow Samplers with Locally Equivariant Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #511
Flow based approach for Dynamic Temporal Causal models with non-Gaussian or Heteroscedastic Noises
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1304
A Theory for Worst-Case vs. Average-Case Guarantees for LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #902
Gradient Multi-Normalization for Efficient LLM Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2914
The Burden of Interactive Alignment with Inconsistent Preferences
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5207
VLMs can Aggregate Scattered Training Patches
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3610
See through the Dark: Learning Illumination-affined Representations for Nighttime Occupancy Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #909
ACCO: Accumulate While You Communicate for Communication-Overlapped Sharded LLM Training
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2915
No-Regret Learning Under Adversarial Resource Constraints: A Spending Plan Is All You Need!
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5506
RoME: Domain-Robust Mixture-of-Experts for MILP Solution Prediction across Domains
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 9
No Object Is an Island: Enhancing 3D Semantic Segmentation Generalization with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Statistical Parity with Exponential Weights
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3109
Distributed Multi-Agent Bandits Over Erdős-Rényi Random Networks
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5206
Online Time Series Forecasting with Theoretical Guarantees
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4419
LangSplatV2: High-dimensional 3D Language Gaussian Splatting with 450+ FPS
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4105
70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float (DFloat11)
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3413
Harmony in Divergence: Towards Fast, Accurate, and Memory-efficient Zeroth-order LLM Fine-tuning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1512
Language Modeling by Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #812
DUO: No Compromise to Accuracy Degradation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2901
Tightening Regret Lower and Upper Bounds in Restless Rising Bandits
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4100
Rendering-Aware Reinforcement Learning for Vector Graphics Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3811
Future Link Prediction Without Memory or Aggregation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2403
Wavelet Canonical Coherence for Nonstationary Signals
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2504
seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3708
RoMa: A Robust Model Watermarking Scheme for Protecting IP in Diffusion Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4316
The Matrix: Infinite-Horizon World Generation with Real-Time Moving Control
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1013
Regression-adjusted Monte Carlo Estimators for Shapley Values and Probabilistic Values
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3408
DOVE: Efficient One-Step Diffusion Model for Real-World Video Super-Resolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2102
Information-Driven Design of Imaging Systems
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2503
Single-pass Adaptive Image Tokenization for Minimum Program Search
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4409
PBR-SR: Mesh PBR Texture Super Resolution from 2D Image Priors
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #605
Asymptotically exact variational flows via involutive MCMC kernels
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3906
Exact Expressive Power of Transformers with Padding
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5501
Large Language Bayes
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4716
RePIC: Reinforced Post-Training for Personalizing Multi-Modal Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #308
General-Reasoner: Advancing LLM Reasoning Across All Domains
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3717
Once Upon an Input: Reasoning via Per-Instance Program Synthesis
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
SubTrack++ : Gradient Subspace Tracking for Scalable LLM Training
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1508
MonoLift: Learning 3D Manipulation Policies from Monocular RGB via Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5315
Feedback Guidance of Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1014
Make Information Diffusion Explainable: LLM-based Causal Framework for Diffusion Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5017
Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4514
LuxDiT: Lighting Estimation with Video Diffusion Transformer
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1007
Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1409
MetaDefense: Defending Fine-tuning based Jailbreak Attack Before and During Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5312
Measuring AI Ability to Complete Long Software Tasks
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5010
FRBNet: Revisiting Low-Light Vision through Frequency-Domain Radial Basis Network
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #207
RePO: Understanding Preference Learning Through ReLU-Based Optimization
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #405
Continuous Soft Actor-Critic: An Off-Policy Learning Method Robust to Time Discretization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #915
Preference-Guided Diffusion for Multi-Objective Offline Optimization
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1301
Reliable Decision‑Making via Calibration‑Oriented Retrieval‑Augmented Generation
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1914
FastLongSpeech: Enhancing Large Speech-Language Models for Efficient Long-Speech Processing
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3912
Reproducing Kernel Banach Space Models for Neural Networks with Application to Rademacher Complexity Analysis
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4810
Automatic Synthetic Data and Fine-grained Adaptive Feature Alignment for Composed Person Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5416
AlignedGen: Aligning Style Across Generated Images
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3703
Flex-Judge: Text-Only Reasoning Unleashes Zero-Shot Multimodal Evaluators
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2602
Joint Hierarchical Representation Learning of Samples and Features via Informed Tree-Wasserstein Distance
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #103
Data Mixture Optimization: A Multi-fidelity Multi-scale Bayesian Framework
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4916
CamSAM2: Segment Anything Accurately in Camouflaged Videos
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3513
Degrees of Freedom for Linear Attention: Distilling Softmax Attention with Optimal Feature Efficiency
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3815
Logical Expressiveness of Graph Neural Networks with Hierarchical Node Individualization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4511
3D Visual Illusion Depth Estimation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1613
Partial Physics Informed Diffusion Model for Ocean Chlorophyll Concentration Reconstruction
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1916
RepoMaster: Autonomous Exploration and Understanding of GitHub Repositories for Complex Task Solving
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #602
Sampling by averaging: A multiscale approach to score estimation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4301
Improving Video Generation with Human Feedback
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3418
Wider or Deeper? Scaling LLM Inference-Time Compute with Adaptive Branching Tree Search
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5309
Fast Projection-Free Approach (without Optimization Oracle) for Optimization over Compact Convex Set
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Empirical Study on Robustness and Resilience in Cooperative Multi-Agent Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2806
Scalable, Explainable and Provably Robust Anomaly Detection with One-Step Flow Matching
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2005
Localist Topographic Expert Routing: A Barrel Cortex-Inspired Modular Network for Sensorimotor Processing
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4009
The Lighthouse of Language: Enhancing LLM Agents via Critique-Guided Improvement
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3709
Tracing the Roots: Leveraging Temporal Dynamics in Diffusion Trajectories for Origin Attribution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3409
GradMetaNet: An Equivariant Architecture for Learning on Gradients
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4805
From Human Attention to Diagnosis: Semantic Patch-Level Integration of Vision-Language Models in Medical Imaging
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2508
Exploring Neural Granger Causality with xLSTMs: Unveiling Temporal Dependencies in Complex Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2909
Impartial Selection with Predictions
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3001
Establishing Linear Surrogate Regret Bounds for Convex Smooth Losses via Convolutional Fenchel–Young Losses
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4803
Where Does It Exist from the Low-Altitude: Spatial Aerial Video Grounding
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3904
From Condensation to Rank Collapse: A Two-Stage Analysis of Transformer Training Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1513
Enhancing Diffusion-based Unrestricted Adversarial Attacks via Adversary Preferences Alignment
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4713
MEgoHand: Multimodal Egocentric Hand-Object Interaction Motion Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
AutoPartGen: Autoregressive 3D Part Generation and Discovery
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1414
CodeMerge: Codebook-Guided Model Merging for Robust Test-Time Adaptation in Autonomous Driving
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4719
EgoThinker: Unveiling Egocentric Reasoning with Spatio-Temporal CoT
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1608
Retrosynthesis Planning via Worst-path Policy Optimisation in Tree-structured MDPs
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #704
Deep learning for continuous-time stochastic control with jumps
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #813
Efficient Pre-Training of LLMs via Topology-Aware Communication Alignment on More Than 9600 GPUs
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1208
Privacy amplification by random allocation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4007
Masked Diffusion Models as Energy Minimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1806
Cypher-RI: Reinforcement Learning for Integrating Schema Selection into Cypher Generation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3011
Tackling Biased Evaluators in Dueling Bandits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4711
Confusion-Driven Self-Supervised Progressively Weighted Ensemble Learning for Non-Exemplar Class Incremental Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4300
Seg2Any: Open-set Segmentation-Mask-to-Image Generation with Precise Shape and Semantic Control
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4200
XVerse: Consistent Multi-Subject Control of Identity and Semantic Attributes via DiT Modulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1808
GenPO: Generative Diffusion Models Meet On-Policy Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4817
Distil-E2D: Distilling Image-to-Depth Priors for Event-Based Monocular Depth Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1300
Analogy-based Multi-Turn Jailbreak against Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2905
Non-stationary Bandit Convex Optimization: A Comprehensive Study
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4014
Sherlock: Self-Correcting Reasoning in Vision-Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5510
Enhancing CLIP Robustness via Cross-Modality Alignment
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #206
ATLAS: Autoformalizing Theorems through Lifting, Augmentation, and Synthesis of Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4818
Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4204
PanoWan: Lifting Diffusion Video Generation Models to 360$^\circ$ with Latitude/Longitude-aware Mechanisms
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1814
SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1003
MetaMind: Modeling Human Social Thoughts with Metacognitive Multi-Agent Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4208
RoomEditor: High-Fidelity Furniture Synthesis with Parameter-Sharing U-Net
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #706
Natural Gradient VI: Guarantees for Non-Conjugate Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4811
MotionBind: Multi-Modal Human Motion Alignment for Retrieval, Recognition, and Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4809
From Forecasting to Planning: Policy World Model for Collaborative State-Action Prediction
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3804
Hierarchical Shortest-Path Graph Kernel Network
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #100
KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4019
Self-Evolving Pseudo-Rehearsal for Catastrophic Forgetting with Task Similarity in LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3818
Competitive Advantage Attacks to Decentralized Federated Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2902
Understanding LLM Behaviors via Compression: Data Generation, Knowledge Acquisition and Scaling Laws
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3604
ReDi: Rectified Discrete Flow
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4911
Differentiable Hierarchical Visual Tokenization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #108
CovMatch: Cross-Covariance Guided Multimodal Dataset Distillation with Trainable Text Encoder
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4411
Learning Neural Exposure Fields for View Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4814
InstructRestore: Region-Customized Image Restoration with Human Instructions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #312
Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4906
Diffusing DeBias: Synthetic Bias Amplification for Model Debiasing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2512
Agents Robust to Distribution Shifts Learn Causal World Models Even Under Mediation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3705
Training-Free Guidance Beyond Differentiability: Scalable Path Steering with Tree Search in Diffusion and Flow Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4319
Simple Distillation for One-Step Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2300
Toward Interpretable Evaluation Measures for Time Series Segmentation
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4912
Continual Gaussian Mixture Distribution Modeling for Class Incremental Semantic Segmentation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4609
PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1005
Audits Under Resource, Data, and Access Constraints: Scaling Laws For Less Discriminatory Alternatives
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 1
Transcending Cost-Quality Tradeoff in Agent Serving via Session-Awareness
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3000
Precise Asymptotics and Refined Regret of Variance-Aware UCB
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5211
OpenOmni: Advancing Open-Source Omnimodal Large Language Models with Progressive Multimodal Alignment and Real-time Emotional Speech Synthesis
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3504
FAME: Adaptive Functional Attention with Expert Routing for Function-on-Function Regression
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4611
InfMasking: Unleashing Synergistic Information by Contrastive Multimodal Interactions
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1707
Offline Guarded Safe Reinforcement Learning for Medical Treatment Optimization Strategies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2605
Contrastive Self-Supervised Learning As Neural Manifold Packing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5106
Real-Time Scene-Adaptive Tone Mapping for High-Dynamic Range Object Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1910
Learning to Watermark: A Selective Watermarking Framework for Large Language Models via Multi-Objective Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3600
SAS: Simulated Attention Score
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4619
OpenMMEgo: Enhancing Egocentric Understanding for LMMs with Open Weights and Data
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3608
Exploring the Design Space of Diffusion Bridge Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3603
PoGDiff: Product-of-Gaussians Diffusion Models for Imbalanced Text-to-Image Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #411
SeRL: Self-play Reinforcement Learning for Large Language Models with Limited Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2714
Decoupled Entropy Minimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #711
Fast Zeroth-Order Convex Optimization with Quantum Gradient Methods
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2302
FlowNet: Modeling Dynamic Spatio-Temporal Systems via Flow Propagation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #504
How many measurements are enough? Bayesian recovery in inverse problems with general distributions
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4302
Autoregressive Adversarial Post-Training for Real-Time Interactive Video Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3701
LayerNavigator: Finding Promising Intervention Layers for Efficient Activation Steering in Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1714
Bilevel Network Learning via Hierarchically Structured Sparsity
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #306
Search and Refine During Think: Facilitating Knowledge Refinement for Improved Retrieval-Augmented Reasoning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1105
Training-Free Safe Denoisers for Safe Use of Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1101
Understanding challenges to the interpretation of disaggregated evaluations of algorithmic fairness
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4417
FlexWorld: Progressively Expanding 3D Scenes for Flexible-View Exploration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #507
Synergy Between the Strong and the Weak: Spiking Neural Networks are Inherently Self-Distillers
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2011
BaRISTA: Brain Scale Informed Spatiotemporal Representation of Human Intracranial Neural Activity
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4606
UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4413
Dynamic Gaussian Splatting from Defocused and Motion-blurred Monocular Videos
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5108
3D Gaussian Splatting based Scene-independent Relocalization with Unidirectional and Bidirectional Feature Fusion
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1912
Steering When Necessary: Flexible Steering Large Language Models with Backtracking
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5509
Composing Global Solutions to Reasoning Tasks via Algebraic Objects in Neural Nets
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3910
RSAVQ: Riemannian Sensitivity-Aware Vector Quantization for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1401
GLSim: Detecting Object Hallucinations in LVLMs via Global-Local Similarity
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4917
VQ-Seg: Vector-Quantized Token Perturbation for Semi-Supervised Medical Image Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1904
Can Dependencies Induced by LLM-Agent Workflows Be Trusted?
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #214
Composite Flow Matching for Reinforcement Learning with Shifted-Dynamics Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4919
Bringing SAM to new heights: leveraging elevation data for tree crown segmentation from drone imagery
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3519
Dense Backpropagation Improves Training for Sparse Mixture-of-Experts
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3105
On the Stability and Generalization of Meta-Learning: the Impact of Inner-Levels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1704
MIRA: Medical Time Series Foundation Model for Real-World Health Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1113
On the Coexistence and Ensembling of Watermarks
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4705
Vision Transformers with Self-Distilled Registers
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2008
Multiplication-Free Parallelizable Spiking Neurons with Efficient Spatio-Temporal Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1911
MoME: Mixture of Matryoshka Experts for Audio-Visual Speech Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Dr. RAW: Towards General High-Level Vision from RAW with Efficient Task Conditioning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1810
Conflict-Aware Knowledge Editing in the Wild: Semantic-Augmented Graph Representation for Unstructured Text
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3907
Lost in Transmission: When and Why LLMs Fail to Reason Globally
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3209
Certifying Stability of Reinforcement Learning Policies using Generalized Lyapunov Functions
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3005
Dynamical Decoupling of Generalization and Overfitting in Large Two-Layer Networks
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4404
Hi3DEval: Advancing 3D Generation Evaluation with Hierarchical Validity
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5513
Vinci: Deep Thinking in Text-to-Image Generation using Unified Model with Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #407
Diffusion Guided Adversarial State Perturbations in Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1209
GeoClip: Geometry-Aware Clipping for Differentially Private SGD
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2811
Thumb on the Scale: Optimal Loss Weighting in Last Layer Retraining
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3911
The Implicit Bias of Structured State Space Models Can Be Poisoned With Clean Labels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1809
Tool-Augmented Spatiotemporal Reasoning for Streamlining Video Question Answering Task
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2009
$i$MIND: Insightful Multi-subject Invariant Neural Decoding
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #505
Quantifying Uncertainty in the Presence of Distribution Shifts
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4907
Dual-Space Semantic Synergy Distillation for Continual Learning of Unlabeled Streams
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4407
RGB-Only Supervised Camera Parameter Optimization in Dynamic Scenes
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2903
Bandit and Delayed Feedback in Online Structured Prediction
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Efficient Knowledge Transfer in Federated Recommendation for Joint Venture Ecosystem
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2702
An Efficient Local Search Approach for Polarized Community Discovery in Signed Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #803
Online Two-Stage Submodular Maximization
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3511
LoRASuite: Efficient LoRA Adaptation Across Large Language Model Upgrades
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3415
GVPO: Group Variance Policy Optimization for Large Language Model Post-Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #213
Learning Human-Like RL Agents Through Trajectory Optimization With Action Quantization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1703
Unleashing Foundation Vision Models: Adaptive Transfer for Diverse Data-Limited Scientific Domains
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3505
PaTH Attention: Position Encoding via Accumulating Householder Transformations
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4517
Learning Generalizable Shape Completion with SIM(3) Equivariance
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2016
Intrinsic Goals for Autonomous Agents: Model-Based Exploration in Virtual Zebrafish Predicts Ethological Behavior and Whole-Brain Dynamics
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3012
Regularized least squares learning with heavy-tailed noise is minimax optimal
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 2
FedIGL: Federated Invariant Graph Learning for Non-IID Graphs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #802
Neural Combinatorial Optimization for Time-Dependent Traveling Salesman Problem
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3506
MonarchAttention: Zero-Shot Conversion to Fast, Hardware-Aware Structured Attention
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3809
Optimal Graph Clustering without Edge Density Signals
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #202
Final-Model-Only Data Attribution with a Unifying View of Gradient-Based Methods
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2214
Act to See, See to Act: Diffusion-Driven Perception-Action Interplay for Adaptive Policies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4018
Continuous Subspace Optimization for Continual Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1012
Performative Validity of Recourse Explanations
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3518
Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2907
Rescaled Influence Functions: Accurate Data Attribution in High Dimension
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4802
MixPrompt: Efficient Mixed Prompting for Multimodal Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2614
Disentangled Representation Learning via Modular Compositional Bias
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3509
Scale-invariant attention
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2402
Constrained Posterior Sampling: Time Series Generation with Hard Constraints
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1915
Private Training Large-scale Models with Efficient DP-SGD
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3010
In-context Learning of Linear Dynamical Systems with Transformers: Approximation Bounds and Depth-separation
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3805
Out-of-Distribution Generalized Graph Anomaly Detection with Homophily-aware Environment Mixup
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3714
Kuramoto Orientation Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #703
Enhanced Cyclic Coordinate Descent Methods for Elastic Net Penalized Linear Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #804
A Unified Approach to Submodular Maximization Under Noise
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2115
Bipolar Self-attention for Spiking Transformers
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #705
Decreasing Entropic Regularization Averaged Gradient for Semi-Discrete Optimal Transport
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2801
LEDiT: Your Length-Extrapolatable Diffusion Transformer without Positional Encoding
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3309
Maximizing the Value of Predictions in Control: Accuracy Is Not Enough
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5000
Convolution Goes Higher-Order: A Biologically Inspired Mechanism Empowers Image Classification
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4712
VL-SAM-V2: Open-World Object Detection with General and Specific Query Fusion
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 3
Pessimistic Data Integration for Policy Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2515
Transferring Causal Effects using Proxies
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2706
Learning to Route: Per-Sample Adaptive Routing for Multimodal Multitask Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Diffusion-Guided Graph Data Augmentation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2000
ARM: Adaptive Reasoning Model
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4910
Mamba Goes HoME: Hierarchical Soft Mixture-of-Experts for 3D Medical Image Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #916
Near-Optimal Regret-Queue Length Tradeoff in Online Learning for Two-Sided Markets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1609
Geometric Mixture Models for Electrolyte Conductivity Prediction
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3902
The emergence of sparse attention: impact of data distribution and benefits of repetition
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4904
Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2500
Breaking the Batch Barrier (B3) of Contrastive Learning via Smart Batch Mining
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4918
GauSAM: Contour‑Guided 2D Gaussian Fields for Multi‑Scale Medical Image Segmentation with Segment Anything
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2815
Explaining the Law of Supply and Demand via Online Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #414
Approximating Shapley Explanations in Reinforcement Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3401
Product Distribution Learning with Imperfect Advice
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #807
Efficient Algorithms for Robust and Partial Semi-Discrete Optimal Transport
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2313
Safe and Stable Control via Lyapunov-Guided Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3106
The Parameterized Complexity of Computing the VC-Dimension
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1615
Measuring Scientific Capabilities of Language Models with a Systems Biology Dry Lab
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #509
SING: SDE Inference via Natural Gradients
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5410
Composition and Alignment of Diffusion Models using Constrained Learning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2609
Reconciling Geospatial Prediction and Retrieval via Sparse Representations
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3002
The Persistence of Neural Collapse Despite Low-Rank Bias
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #304
PARCO: Parallel AutoRegressive Models for Multi-Agent Combinatorial Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3617
Optical Coherence Tomography Harmonization with Anatomy-Guided Latent Metric Schrödinger Bridges
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3317
Towards Provable Emergence of In-Context Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3402
Adaptive Prediction-Powered AutoEval with Reliability and Efficiency Guarantees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2617
QiMeng-NeuComBack: Self-Evolving Translation from IR to Assembly Code
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4504
EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3618
Beyond Scores: Proximal Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4011
Do Language Models Use Their Depth Efficiently?
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4318
Hawk: Leveraging Spatial Context for Faster Autoregressive Text-to-Image Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2012
MI-TRQR: Mutual Information-Based Temporal Redundancy Quantification and Reduction for Energy-Efficient Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2807
A Unified Framework for Variable Selection in Model-Based Clustering with Missing Not at Random
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2100
Hamiltonian Neural PDE Solvers through Functional Approximation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4800
Chirality in Action: Time-Aware Video Representation Learning by Latent Straightening
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5008
Unraveling Metameric Dilemma for Spectral Reconstruction: A High-Fidelity Approach via Semi-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1515
Generation as Search Operator for Test-Time Scaling of Diffusion-based Combinatorial Optimization
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3601
SALS: Sparse Attention in Latent Space for KV Cache Compression
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5400
URLs Help, Topics Guide: Understanding Metadata Utility in LLM Training
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #412
Incentivizing Dual Process Thinking for Efficient Large Language Model Reasoning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3013
Improved Confidence Regions and Optimal Algorithms for Online and Offline Linear MNL Bandits
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4013
Efficient Multi-bit Quantization Network Training via Weight Bias Correction and Bit-wise Coreset Sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4812
Scaling Image Geo-Localization to Continent Level
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2307
PANGEA: Projection-Based Augmentation with Non-Relevant General Data for Enhanced Domain Adaptation in LLMs
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #500
C-LoRA: Contextual Low-Rank Adaptation for Uncertainty Estimation in Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2410
MGE-LDM: Joint Latent Diffusion for Simultaneous Music Generation and Source Extraction
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4715
SegMASt3R: Geometry Grounded Segment Matching
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #501
VIKING: Deep variational inference with stochastic projections
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3306
Machine Unlearning under Overparameterization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1607
Curriculum Model Merging: Harmonizing Chemical LLMs for Enhanced Cross-Task Generalization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2314
Seeing through Uncertainty: Robust Task-Oriented Optimization in Visual Navigation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3300
Kernel von Mises Formula of the Influence Function
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2713
Training-Free Test-Time Adaptation via Shape and Style Guidance for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 7
SYMPHONY: Synergistic Multi-agent Planning with Heterogeneous Language Model Assembly
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4103
OverLayBench: A Benchmark for Layout-to-Image Generation with Dense Overlaps
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3305
Rewind-to-Delete: Certified Machine Unlearning for Nonconvex Functions
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2701
KSP: Kolmogorov-Smirnov metric-based Post-Hoc Calibration for Survival Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5210
Learning to Generalize: An Information Perspective on Neural Processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #208
State-Covering Trajectory Stitching for Diffusion Planners
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3908
How Does Label Noise Gradient Descent Improve Generalization in the Low SNR Regime?
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4008
Representation Consistency for Accurate and Coherent LLM Answer Aggregation
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5101
SoMi-ToM: Evaluating Multi-Perspective Theory of Mind in Embodied Social Interactions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3406
Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1614
Learning Urban Climate Dynamics via Physics-Guided Urban Surface–Atmosphere Interactions
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2202
PhySense: Sensor Placement Optimization for Accurate Physics Sensing
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1404
LoRO: Real-Time on-Device Secure Inference for LLMs via TEE-Based Low Rank Obfuscation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5209
4D-LRM: Large Space-Time Reconstruction Model From and To Any View at Any Time
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Learning to Plan Like the Human Brain via Visuospatial Perception and Semantic-Episodic Synergistic Decision-Making
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4000
Don't be lazy: CompleteP enables compute-efficient deep transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5411
JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1801
NaturalReasoning: Reasoning in the Wild with 2.8M Challenging Questions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5406
FlexAC: Towards Flexible Control of Associative Reasoning in Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5413
VeriThinker: Learning to Verify Makes Reasoning Model Efficient
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5100
Can LLMs Correct Themselves? A Benchmark of Self-Correction in LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5016
BitMark: Watermarking Bitwise Autoregressive Image Generative Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5405
ShiQ: Bringing back Bellman to LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3008
Attention Mechanism, Max-Affine Partition, and Universal Approximation
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3817
SNAP: Low-Latency Test-Time Adaptation with Sparse Updates
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3416
Pre-Trained Policy Discriminators are General Reward Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4614
OpenBox: Annotate Any Bounding Boxes in 3D
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4202
Self-diffusion for Solving Inverse Problems
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1900
SpecReason: Fast and Accurate Inference-Time Compute via Speculative Reasoning
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1706
BrainODE: Neural Shape Dynamics for Age- and Disease-aware Brain Trajectories
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3318
Avoiding exp(R) scaling in RLHF through Preference-based Exploration
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4600
Situat3DChange: Situated 3D Change Understanding Dataset for Multimodal Large Language Model
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5111
Breaking the Discretization Barrier of Continuous Physics Simulation Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #409
STAIR: Addressing Stage Misalignment through Temporal-Aligned Preference Reinforcement Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2705
Optimization Inspired Few-Shot Adaptation for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5417
Meta-learning how to Share Credit among Macro-Actions
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1405
SAFEPATH: Preventing Harmful Reasoning in Chain-of-Thought via Early Alignment
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2910
Stochastic Principal-Agent Problems: Computing and Learning Optimal History-Dependent Policies
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3807
Influence Functions for Edge Edits in Non-Convex Graph Neural Networks
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1901
Calibrating Translation Decoding with Quality Estimation on LLMs
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2607
Scalable Evaluation and Neural Models for Compositional Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4518
QuadricFormer: Scene as Superquadrics for 3D Semantic Occupancy Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4903
CQ-DINO: Mitigating Gradient Dilution via Category Queries for Vast Vocabulary Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #901
Prior Forgetting and In-Context Overfitting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4808
TempSamp-R1: Effective Temporal Sampling with Reinforcement Fine-Tuning for Video LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Addressing Mark Imbalance in Integration-free Marked Temporal Point Processes
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1906
AudSemThinker: Enhancing Audio-Language Models Through Reasoning over Semantics of Sound
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3312
Efficient Preference-Based Reinforcement Learning: Randomized Exploration meets Experimental Design
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1701
SAM2Flow: Interactive Optical Flow Estimation with Dual Memory for in vivo Microcirculation Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5307
Class-aware Domain Knowledge Fusion and Fission for Continual Test-Time Adaptation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #314
Reasoning Models Hallucinate More: Factuality-Aware Reinforcement Learning for Large Reasoning Models
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2603
TransferTraj: A Vehicle Trajectory Learning Model for Region and Task Transferability
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1612
OceanBench: A Benchmark for Data-Driven Global Ocean Forecasting systems
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2015
Learning the Plasticity: Plasticity-Driven Learning Framework in Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #106
Diversity as a Reward: Fine-Tuning LLMs on a Mixture of Domain-Undetermined Data
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3704
SAEMark: Steering Personalized Multilingual LLM Watermarks with Sparse Autoencoders
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
NAUTILUS: A Large Multimodal Model for Underwater Scene Understanding
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4519
MeshCoder: LLM-Powered Structured Mesh Code Generation from Point Clouds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2113
Improving Task-Specific Multimodal Sentiment Analysis with General MLLMs via Prompting
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5306
FOCUS: Unified Vision-Language Modeling for Interactive Editing Driven by Referential Segmentation
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #610
Neural Stochastic Flows: Solver-Free Modelling and Inference for SDE Solutions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3808
MoEMeta: Mixture-of-Experts Meta Learning for Few-Shot Relational Learning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5419
Hardware-aligned Hierarchical Sparse Attention for Efficient Long-term Memory Access
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #113
LogicTree: Improving Complex Reasoning of LLMs via Instantiated Multi-step Synthetic Logical Data
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #211
Adaptive Neighborhood-Constrained Q Learning for Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3706
Efficiently Scaling LLM Reasoning Programs with Certaindex
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5018
3DPE-Gaze:Unlocking the Potential of 3D Facial Priors for Generalized Gaze Estimation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3609
Multitask Learning with Stochastic Interpolants
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4211
FreeInv: Free Lunch for Improving DDIM Inversion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #311
Mixture-of-Experts Meets In-Context Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4308
IntrinsiX: High-Quality PBR Generation using Image Priors
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3711
High-Order Flow Matching: Unified Framework and Sharp Statistical Rates
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #905
Energy Landscape-Aware Vision Transformers: Layerwise Dynamics and Adaptive Task-Specific Training via Hopfield States
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5011
Instant Video Models: Universal Adapters for Stabilizing Image-Based Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4709
VITRIX-UniViTAR: Unified Vision Transformer with Native Resolution
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2904
On Learning Verifiers and Implications to Chain-of-Thought Reasoning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3819
CCL: Causal-aware In-context Learning for Out-of-Distribution Generalization
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3201
Dimension-adapted Momentum Outscales SGD
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4205
Imagine360: Immersive 360 Video Generation from Perspective Anchor
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1201
Temporal Logic-Based Multi-Vehicle Backdoor Attacks against Offline RL Agents in End-to-end Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4414
Omnidirectional 3D Scene Reconstruction from Single Image
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4209
Dimension-Reduction Attack! Video Generative Models are Experts on Controllable Image Synthesis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2013
SPINT: Spatial Permutation-Invariant Neural Transformer for Consistent Intracortical Motor Decoding
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #410
A Generalized Bisimulation Metric of State Similarity between Markov Decision Processes: From Theoretical Propositions to Applications
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2601
Generalized Contrastive Learning for Universal Multimodal Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4406
GS2E: Gaussian Splatting is an Effective Data Generator for Event Stream Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #715
DPAIL: Training Diffusion Policy for Adversarial Imitation Learning without Policy Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3307
Adversarial Robustness of Nonparametric Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #808
PipeFusion: Patch-level Pipeline Parallelism for Diffusion Transformers Inference
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3308
Conformal Inference under High-Dimensional Covariate Shifts via Likelihood-Ratio Regularization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1516
Stitch and Tell: A Structured Data Augmentation Method for Spatial Understanding
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #415
Rectifying Shortcut Behaviors in Preference-based Reward Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4816
HopaDIFF: Holistic-Partial Aware Fourier Conditioned Diffusion for Referring Human Action Segmentation in Multi-Person Scenarios
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1402
Harnessing the Computation Redundancy in ViTs to Boost Adversarial Transferability
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4806
SCOPE: Saliency-Coverage Oriented Token Pruning for Efficient Multimodel LLMs
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1010
ProxySPEX: Inference-Efficient Interpretability via Sparse Feature Interactions in LLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2413
Fading to Grow: Growing Preference Ratios via Preference Fading Discrete Diffusion for Recommendation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2311
Talk2Event: Grounded Understanding of Dynamic Scenes from Event Cameras
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #503
Personalized Bayesian Federated Learning with Wasserstein Barycenter Aggregation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4616
FRN: Fractal-Based Recursive Spectral Reconstruction Network
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3915
Fit the Distribution: Cross-Image/Prompt Adversarial Attacks on Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2204
LabUtopia: High-Fidelity Simulation and Hierarchical Benchmark for Scientific Embodied Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5412
Unified Transferability Metrics for Time Series Foundation Models
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1410
DCcluster-Opt: Benchmarking Dynamic Multi-Objective Optimization for Geo-Distributed Data Center Workloads
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2303
Time-IMM: A Dataset and Benchmark for Irregular Multimodal Multivariate Time Series
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2813
Parsimonious Predictions for Strategyproof Scheduling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4110
GOOD: Training-Free Guided Diffusion Sampling for Out-of-Distribution Detection
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #301
Partner Modelling Emerges in Recurrent Agents (But Only When It Matters)
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4708
ReID5o: Achieving Omni Multi-modal Person Re-identification in a Single Model
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5402
Length Generalization via Auxiliary Tasks
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5507
OWMM-Agent: Open World Mobile Manipulation With Multi-modal Agentic Data Synthesis
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1905
Self Iterative Label Refinement via Robust Unlabeled Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #910
A Stable Whitening Optimizer for Efficient Neural Network Training
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4317
Image Editing As Programs with Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3003
A Unified Stability Analysis of SAM vs SGD: Role of Data Coherence and Emergence of Simplicity Bias
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4509
ARMesh: Autoregressive Mesh Generation via Next-Level-of-Detail Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5409
Alignment of Large Language Models with Constrained Learning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5007
GTR-Loc: Geospatial Text Regularization Assisted Outdoor LiDAR Localization
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5408
Generative Trajectory Stitching through Diffusion Composition
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3100
Accelerating data-driven algorithm selection for combinatorial partitioning problems
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 10
3DID: Direct 3D Inverse Design for Aerodynamics with Physics-Aware Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #510
Conformal Prediction for Time-series Forecasting with Change Points
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #302
Learning Equilibria from Data: Provably Efficient Multi-Agent Imitation Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5502
Spiking Neural Networks Need High-Frequency Information
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4605
Model-Guided Dual-Role Alignment for High-Fidelity Open-Domain Video-to-Audio Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #402
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3507
A multiscale analysis of mean-field transformers in the moderate interaction regime
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1106
StableGuard: Towards Unified Copyright Protection and Tamper Localization in Latent Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4902
Interaction-Centric Knowledge Infusion and Transfer for Open Vocabulary Scene Graph Generation
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #307
EDELINE: Enhancing Memory in Diffusion-based World Models via Linear-Time Sequence Modeling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4707
UFM: A Simple Path towards Unified Dense Correspondence with Flow
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2411
Train on Pins and Test on Obstacles for Rectilinear Steiner Minimum Tree
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 11
Implicit Modeling for Transferability Estimation of Vision Foundation Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #810
FedRTS: Federated Robust Pruning via Combinatorial Thompson Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1604
Multiscale guidance of protein structure prediction with heterogeneous cryo-EM data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5508
Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #305
Bigger, Regularized, Categorical: High-Capacity Value Functions are Efficient Multi-Task Learners
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #215
Unlocking Multimodal Mathematical Reasoning via Process Reward Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #212
Meta-Learning Objectives for Preference Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1514
SE-GUI: Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4613
Show-o2: Improved Native Unified Multimodal Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4310
DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion Modeling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4702
MERIT: Multilingual Semantic Retrieval with Interleaved Multi-Condition Query
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1605
Universally Invariant Learning in Equivariant GNNs
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2414
Repo2Run: Automated Building Executable Environment for Code Repository at Scale
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1302
Shape it Up! Restoring LLM Safety during Finetuning
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3718
CDFlow: Building Invertible Layers with Circulant and Diagonal Matrices
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1305
From Counterfactuals to Trees: Competitive Analysis of Model Extraction Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5316
On Geometry-Enhanced Parameter-Efficient Fine-Tuning for 3D Scene Segmentation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5006
Hyperparameter Transfer Enables Consistent Gains of Matrix-Preconditioned Optimizers Across Scales
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2315
Learning to Control Free-Form Soft Swimmers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #701
Fractional Langevin Dynamics for Combinatorial Optimization via Polynomial-Time Escape
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2711
All You Need is One: Capsule Prompt Tuning with a Single Vector
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5314
Guarantees for Alternating Least Squares in Overparameterized Tensor Decompositions
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #714
CATransformers: Carbon Aware Transformers Through Joint Model-Hardware Optimization
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1403
TimeWak: Temporal Chained-Hashing Watermark for Time Series Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5004
HO-Cap: A Capture System and Dataset for 3D Reconstruction and Pose Tracking of Hand-Object Interaction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #713
Quantum Speedups for Minimax Optimization and Beyond
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4513
Fin3R: Fine-tuning Feed-forward 3D Reconstruction Models via Monocular Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3605
On-Policy Optimization with Group Equivalent Preference for Multi-Programming Language Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4315
Native-Resolution Image Synthesis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2913
The Price of Opportunity Fairness in Matroid Allocation Problems
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2505
MetaSlot: Break Through the Fixed Number of Slots in Object-Centric Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4612
LaViDa: A Large Diffusion Language Model for Multimodal Understanding
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1715
From Likelihood to Fitness: Improving Variant Effect Prediction in Protein and Genome Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2803
A Few Moments Please: Scalable Graphon Learning via Moment Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3502
Dynamics of Spontaneous Topic Changes in Next Token Prediction with Self-Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4718
Beyond Attention or Similarity: Maximizing Conditional Diversity for Token Pruning in MLLMs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5012
ELDET: Early-Learning Distillation with Noisy Labels for Object Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3814
Subgraph Federated Learning via Spectral Methods
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5514
Object-centric 3D Motion Field for Robot Learning from Human Videos
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5107
Concerto: Joint 2D-3D Self-Supervised Learning Emerges Spatial Representations
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3310
Efficient $k$-Sparse Band–Limited Interpolation with Improved Approximation Ratio
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3202
Comparing Uniform Price and Discriminatory Multi-Unit Auctions through Regret Minimization
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1102
Unmasking Puppeteers: Leveraging Biometric Leakage to Expose Impersonation in AI-Based Videoconferencing
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1214
Detoxifying Large Language Models via Autoregressive Reward Guided Representation Editing
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #209
Tackling Continual Offline RL through Selective Weights Activation on Aligned Spaces
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
PlanarGS: High-Fidelity Indoor 3D Gaussian Splatting Guided by Vision-Language Planar Priors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2103
Geometry Aware Operator Transformer as an efficient and accurate neural surrogate for PDEs on arbitrary domains
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #309
SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2310
Chain-of-Action: Trajectory Autoregressive Modeling for Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #300
HMARL-CBF – Hierarchical Multi-Agent Reinforcement Learning with Control Barrier Functions for Safety-Critical Autonomous Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4804
iFinder: Structured Zero-Shot Vision-Based LLM Grounding for Dash-Cam Video Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4510
Rig3R: Rig-Aware Conditioning and Discovery for 3D Reconstruction
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1700
DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #707
On the Convergence of Stochastic Smoothed Multi-Level Compositional Gradient Descent Ascent
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #404
KL Penalty Control via Perturbation for Direct Preference Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1902
Better Estimation of the Kullback--Leibler Divergence Between Language Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1016
Beyond Scalars: Concept-Based Alignment Analysis in Vision Transformers
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1603
UMA: A Family of Universal Models for Atoms
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #903
ASGO: Adaptive Structured Gradient Optimization
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Identifying Macro Causal Effects in C-DMGs over DMGs
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3606
The Rise of Parameter Specialization for Knowledge Storage in Large Language Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1104
A Unified Framework for Fair Graph Generation: Theoretical Guarantees and Empirical Advances
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1011
From Flat to Hierarchical: Extracting Sparse Representations with Matching Pursuit
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5415
Is Your Diffusion Model Actually Denoising?
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3615
zip2zip: Inference-Time Adaptive Tokenization via Online Compression
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #506
Conformal Prediction for Ensembles: Improving Efficiency via Score-Based Aggregation
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4002
What One Cannot, Two Can: Two-Layer Transformers Provably Represent Induction Heads on Any-Order Markov Chains
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2210
SimWorld-Robotics: Synthesizing Photorealistic and Dynamic Urban Environments for Multimodal Robot Navigation and Collaboration
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2308
Adaptive Surrogate Gradients for Sequential Reinforcement Learning in Spiking Neural Networks
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2612
Scalable Cross-View Sample Alignment for Multi-View Clustering with View Structure Similarity
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1103
Distillation Robustifies Unlearning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4415
X-Field: A Physically Informed Representation for 3D X-ray Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2501
Learning Without Augmenting: Unsupervised Time Series Representation Learning via Frame Projections
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3313
Greedy Sampling Is Provably Efficient For RLHF
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1907
Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language Translation
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5003
AGC-Drive: A Large-Scale Dataset for Real-World Aerial-Ground Collaboration in Driving Scenarios
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1213
A Fair Federated Learning Method for Handling Client Participation Probability Inconsistencies in Heterogeneous Environments
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3102
Improved Bounds for Swap Multicalibration and Swap Omniprediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2114
Joint Modeling of fMRI and EEG Imaging Using Ordinary Differential Equation-Based Hypergraph Neural Networks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4602
EgoBlind: Towards Egocentric Visual Assistance for the Blind
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1202
Language Models Are Capable of Metacognitive Monitoring and Control of Their Internal Activations
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1206
Understanding and Improving Fast Adversarial Training against $l_0$ Bounded Perturbations
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Localized Data Shapley: Accelerating Valuation for Nearest Neighbor Algorithms
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1211
Mitigating the Privacy–Utility Trade-off in Decentralized Federated Learning via f-Differential Privacy
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1815
Ada-R1: Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5302
Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #913
Why Popular MOEAs Are Popular: Proven Advantages in Approximating the Pareto Front
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4312
MoCha: Towards Movie-Grade Talking Character Generation
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
VPO: Reasoning Preferences Optimization Based on $\mathcal{V}$-Usable Information
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1006
Smoothed Differentiation Efficiently Mitigates Shattered Gradients in Explanations
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4512
ShapeCraft: LLM Agents for Structured, Textured and Interactive 3D Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1314
Sequentially Auditing Differential Privacy
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2810
Tackling Feature-Classifier Mismatch in Federated Learning via Prompt-Driven Feature Transformation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2900
Smoothed Agnostic Learning of Halfspaces over the Hypercube
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3404
The Logical Expressiveness of Temporal GNNs via Two-Dimensional Product Logics
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2708
VIPAMIN: Visual Prompt Initialization via Embedding Selection and Subspace Expansion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3515
Normalize Filters! Classical Wisdom for Deep Vision
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3203
Posterior Contraction for Sparse Neural Networks in Besov Spaces with Intrinsic Dimensionality
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2710
Transfer Faster, Price Smarter: Minimax Dynamic Pricing under Cross-Market Preference Shift
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4813
Balanced Token Pruning: Accelerating Vision Language Models Beyond Local Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1313
Neither Valid nor Reliable? Investigating the Use of LLMs as Judges
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3514
Quantum Doubly Stochastic Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5105
Statistics Caching Test-Time Adaptation for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5208
FlowPrune: Accelerating Attention Flow Calculation by Pruning Flow Network
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4311
Localizing Knowledge in Diffusion Transformers
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3803
GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1909
KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5110
Event-Driven Dynamic Scene Depth Completion
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #400
ReMA: Learning to Meta-Think for LLMs with Multi-agent Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4706
ExGra-Med: Extended Context Graph Alignment for Medical Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4508
Segment then Splat: Unified 3D Open-Vocabulary Segmentation via Gaussian Splatting
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4402
Towards a Golden Classifier-Free Guidance Path via Foresight Fixed Point Iterations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1408
Beyond Prediction: Managing the Repercussions of Machine Learning Applications
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2209
PRIMT: Preference-based Reinforcement Learning with Multimodal Feedback and Trajectory Synthesis from Foundation Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #515
Thinking vs. Doing: Improving Agent Reasoning by Scaling Test-Time Interaction
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3403
Network two-sample test for block models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4015
Thinkless: LLM Learns When to Think
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1413
Hierarchical Demonstration Order Optimization for Many-shot In-Context Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3909
Nonparametric Quantile Regression with ReLU-Activated Recurrent Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #310
Staggered Environment Resets Improve Massively Parallel On-Policy Reinforcement Learning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #908
Understanding Adam Requires Better Rotation Dependent Assumptions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4909
egoEMOTION: Egocentric Vision and Physiological Signals for Emotion and Personality Recognition in Real-world Tasks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2514
Characterization and Learning of Causal Graphs from Hard Interventions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5401
MPS-Prover: Advancing Stepwise Theorem Proving by Multi-Perspective Search and Data Curation
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2608
Functional data analysis for multivariate distributions through Wasserstein slicing
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4006
Beyond Components: Singular Vector-Based Interpretability of Transformer Circuits
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3208
A Principled Path to Fitted Distributional Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1212
Data-Free Model Extraction for Black-box Recommender Systems via Graph Convolutions
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2405
MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4012
Chain of Execution Supervision Promotes General Reasoning in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5305
4D3R: Motion-Aware Neural Reconstruction and Rendering of Dynamic Scenes from Monocular Videos
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #615
UniteFormer: Unifying Node and Edge Modalities in Transformers for Vehicle Routing Problems
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1601
3D Interaction Geometric Pre-training for Molecular Relational Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2802
Curriculum Abductive Learning
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4704
OnlineSplatter: Pose-Free Online 3D Reconstruction for Free-Moving Objects
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1501
Manipulating 3D Molecules in a Fixed-Dimensional E(3)-Equivariant Latent Space
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #815
Distributionally Robust Performative Optimization
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #708
Isotropic Noise in Stochastic and Quantum Convex Optimization
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4403
MotionRAG: Motion Retrieval-Augmented Image-to-Video Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #513
Towards Robust Zero-Shot Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #613
How Memory in Optimization Algorithms Implicitly Modifies the Loss
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3700
DisCO: Reinforcing Large Reasoning Models with Discriminative Constrained Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1004
From Replication to Redesign: Exploring Pairwise Comparisons for LLM-Based Peer Review
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3710
Zebra-Llama: Towards Extremely Efficient Hybrid Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3407
Self-Challenging Language Model Agents
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2215
Building 3D Representations and Generating Motions From a Single Image via Video-Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3901
Improved Scaling Laws in Linear Regression via Data Reuse
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4905
OmniGaze: Reward-inspired Generalizable Gaze Estimation in the Wild
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4207
Stable Cinemetrics : Structured Taxonomy and Evaluation for Professional Video Generation
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3200
Block Coordinate Descent for Neural Networks Provably Finds Global Minima
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3611
Posterior Sampling by Combining Diffusion Models with Annealed Langevin Dynamics
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4618
INST-IT: Boosting Instance Understanding via Explicit Visual Prompt Instruction Tuning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4717
Event-Guided Consistent Video Enhancement with Modality-Adaptive Diffusion Pipeline
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #716
Differentiation Through Black-Box Quadratic Programming Solvers
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3303
Conformal Prediction Beyond the Seen: A Missing Mass Perspective for Uncertainty Quantification in Generative Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2309
Towards Realistic Earth-Observation Constellation Scheduling: Benchmark and Methodology
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #800
Generative diffusion for perceptron problems: statistical physics analysis and efficient algorithms
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #601
A Black-Box Debiasing Framework for Conditional Sampling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #101
Can Large Language Models Master Complex Card Games?
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1406
Removing Concepts from Text-to-Image Models with Only Negative Samples
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1812
Latent Principle Discovery for Language Model Self-Improvement
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2616
Exploring Tradeoffs through Mode Connectivity for Multi-Task Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1207
InvisibleInk: High-Utility and Low-Cost Text Generation with Differential Privacy
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #512
Deep Continuous-Time State-Space Models for Marked Event Sequences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4210
Smooth and Flexible Camera Movement Synthesis via Temporal Masked Generative Modeling
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3914
Scaling Data-Driven Probabilistic Robustness Analysis for Semantic Segmentation Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4305
DINO-Foresight: Looking into the Future with DINO
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4303
HiFlow: Training-free High-Resolution Image Generation with Flow-Aligned Guidance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #811
Error Feedback under $(L_0,L_1)$-Smoothness: Normalization and Momentum
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #806
Dynamic Configuration for Cutting Plane Separators via Reinforcement Learning on Incremental Graph
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4304
SViMo: Synchronized Diffusion for Video and Motion Generation in Hand-object Interaction Scenarios
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #814
Preference Optimization on Pareto Sets: On a Theory of Multi-Objective Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3501
CAT: Circular-Convolutional Attention for Sub-Quadratic Transformers
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2006
Scaling and context steer LLMs along the same computational path as the human brain
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4010
Towards Fully FP8 GEMM LLM Training at Scale
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1412
GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1303
V-CECE: Visual Counterfactual Explanations via Conceptual Edits
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1800
LawShift: Benchmarking Legal Judgment Prediction Under Statute Shifts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1504
BOOM: Benchmarking Out-Of-distribution Molecular Property Predictions of Machine Learning Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1502
Towards precision protein-ligand affinity prediction benchmark: A Complete and Modification-Aware DAVIS Dataset
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1709
ClinBench: A Standardized Multi-Domain Framework for Evaluating Large Language Models in Clinical Information Extraction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2604
UAV-Flow Colosseo: A Real-World Benchmark for Flying-on-a-Word UAV Imitation Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #611
RoboCerebra: A Large-scale Benchmark for Long-horizon Robotic Manipulation Evaluation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #700
Bridging Crypto with ML-based Solvers: the SAT Formulation and Benchmarks
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1710
EndoBench: A Comprehensive Evaluation of Multi-Modal Large Language Models for Endoscopy Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5203
KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #403
EVAAA: A Virtual Environment Platform for Essential Variables in Autonomous and Adaptive Agents
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1712
CogPhys: Assessing Cognitive Load via Multimodal Remote and Contact-based Physiological Sensing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1111
Embracing Contradiction: Theoretical Inconsistency Will Not Impede the Road of Building Responsible AI Systems
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
FrameShield: Adversarially Robust Video Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3602
REAL: Benchmarking Autonomous Agents on Deterministic Simulations of Real Websites
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2408
LiveCodeBench Pro: How Do Olympiad Medalists Judge LLMs in Competitive Programming?
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2407
Time Travel is Cheating: Going Live with DeepFund for Real-Time Fund Investment Benchmarking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1110
AI Testing Should Account for Sophisticated Strategic Behaviour
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5104
Position: Towards Bidirectional Human-AI Alignment
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3800
GraphLand: Evaluating Graph Machine Learning Models on Diverse Industrial Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4710
Towards Self-Refinement of Vision-Language Models with Triangular Consistency
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3500
IPFormer: Visual 3D Panoptic Scene Completion with Context-Adaptive Instance Proposals
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4203
Let the LLM Stick to Its Strengths: Learning to Route Economical LLM
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5103
BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2213
SAMPO: Scale-wise Autoregression with Motion Prompt for Generative World Models
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5202
Envisioning Beyond the Pixels: Benchmarking Reasoning-Informed Visual Editing
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1400
IF-Guide: Influence Function-Guided Detoxification of LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2112
Scalable inference of functional neural connectivity at submillisecond timescales
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4607
Simulation-Based Inference for Adaptive Experiments
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1602
Aligning Transformers with Continuous Feedback via Energy Rank Alignment
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1205
Diffusion Federated Dataset
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #105
LayerIF: Estimating Layer Quality for Large Language Models using Influence Functions
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4801
Taming generative video models for zero-shot optical flow extraction
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1407
Many LLMs Are More Utilitarian Than One
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2003
BrainMoE: Cognition Joint Embedding via Mixture-of-Expert Towards Robust Brain Foundation Model
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3905
Go With the Flow: Fast Diffusion for Gaussian Mixture Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5517
Fast exact recovery of noisy matrix from few entries: the infinity norm approach
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3616
ROOT: Rethinking Offline Optimization as Distributional Translation via Probabilistic Bridge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #801
Preference-Driven Multi-Objective Combinatorial Optimization with Conditional Computation
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3900
Generalization vs Specialization under Concept Shift
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3400
Optimal Nuisance Function Tuning for Estimating a Doubly Robust Functional under Proportional Asymptotics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2211
EgoBridge: Domain Adaptation for Generalizable Imitation from Egocentric Human Data
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2312
Adv-BMT: Bidirectional Motion Transformer for Safety-Critical Traffic Scenario Generation
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3311
DCAD-2000: A Multilingual Dataset across 2000+ Languages with Data Cleaning as Anomaly Detection
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
PCA++: How Uniformity Induces Robustness to Background Noise in Contrastive Learning
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2001
STSBench: A Large-Scale Dataset for Modeling Neuronal Activity in the Dorsal Stream of Primate Visual Cortex
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3702
Why Masking Diffusion Works: Condition on the Jump Schedule for Improved Discrete Diffusion
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4001
From Shortcut to Induction Head: How Data Diversity Shapes Algorithm Selection in Transformers
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3207
On the Convergence of Projected Policy Gradient for Any Constant Step Sizes
[
JMLR]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3510
ZeroS: Zero‑Sum Linear Attention for Efficient Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #201
Versatile Transferable Unlearnable Example Generator
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #600
Gaussian Processes for Shuffled Regression
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3405
metaTextGrad: Automatically optimizing language model optimizers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1805
Distributional LLM-as-a-Judge
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2911
Procurement Auctions with Predictions: Improved Frugality for Facility Location
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2208
Model-Based Policy Adaptation for Closed-Loop End-to-end Autonomous Driving
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2004
Time-Masked Transformers with Lightweight Test-Time Adaptation for Neural Speech Decoding
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #316
COLA: Towards Efficient Multi-Objective Reinforcement Learning with Conflict Objective Regularization in Latent Space
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4307
A Gradient Guidance Perspective on Stepwise Preference Optimization for Diffusion Models
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1203
Continuous Concepts Removal in Text-to-image Diffusion Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2110
LUNA: Efficient and Topology-Agnostic Foundation Model for EEG Signal Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1002
Direct Alignment with Heterogeneous Preferences
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2715
MetaKoopman: Bayesian Meta-Learning of Koopman Operators for Modeling Structured Dynamics under Distribution Shifts
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5319
Towards Visualization-of-Thought Jailbreak Attack against Large Visual Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #115
Generating Informative Samples for Risk-Averse Fine-Tuning of Downstream Tasks
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5009
DualEqui: A Dual-Space Hierarchical Equivariant Network for Large Biomolecules
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4313
DEFT: Decompositional Efficient Fine-Tuning for Text-to-Image Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4914
MATCH: Multi-faceted Adaptive Topo-Consistency for Semi-Supervised Histopathology Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3315
Variance-Aware Feel-Good Thompson Sampling for Contextual Bandits
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1813
Activation Control for Efficiently Eliciting Long Chain-of-thought Ability of Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3107
Kernel conditional tests from learning-theoretic bounds
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5404
DIPO: Dual-State Images Controlled Articulated Object Generation Powered by Diverse Data
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #408
Reinforcement learning for one-shot DAG scheduling with comparability identification and dense reward
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #102
FADRM: Fast and Accurate Data Residual Matching for Dataset Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4515
Towards Generalizable 3D Human Pose Estimation via Ensembles on Flat Loss Landscapes
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4416
SRHand: Super-Resolving Hand Images and 3D Shapes via View/Pose-aware Neural Image Representations and Explicit Meshes
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4608
VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5301
REMI: Reconstructing Episodic Memory During Internally Driven Path Planning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2511
Efficient Adaptive Experimentation with Noncompliance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2010
Vision-and-Language Training Helps Deploy Taxonomic Knowledge but Does Not Fundamentally Alter It
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2707
TabDPT: Scaling Tabular Foundation Models on Real Data
[
Poster]
[
OpenReview]
Oral Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4908
CoralVQA: A Large-Scale Visual Question Answering Dataset for Coral Reef Image Understanding
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4714
Fact-R1: Towards Explainable Video Misinformation Detection with Deep Reasoning
[
Slides]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1307
Why Do Some Language Models Fake Alignment While Others Don't?
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2506
Follow the Energy, Find the Path: Riemannian Metrics from Energy-Based Models
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4501
Face-Human-Bench: A Comprehensive Benchmark of Face and Human Understanding for Multi-modal Assistants
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5109
RayFusion: Ray Fusion Enhanced Collaborative Visual Perception
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1708
Reinforcement Learning for Out-of-Distribution Reasoning in LLMs: An Empirical Study on Diagnosis-Related Group Coding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1210
Impact of Dataset Properties on Membership Inference Vulnerability of Deep Transfer Learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1610
SeasonBench-EA: A Multi-Source Benchmark for Seasonal Prediction and Numerical Model Post-Processing in East Asia
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1804
MMTU: A Massive Multi-Task Table Understanding and Reasoning Benchmark
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5201
OmniBench: Towards The Future of Universal Omni-Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3816
Torch-Uncertainty: Deep Learning Uncertainty Quantification
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5102
PSMBench: A Benchmark and Dataset for Evaluating LLMs Extraction of Protocol State Machines from RFC Specifications
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2108
PhysGym: Benchmarking LLMs in Interactive Physics Discovery with Controlled Priors
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1503
DecoyDB: A Dataset for Graph Contrastive Learning in Protein-Ligand Binding Affinity Prediction
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1411
CLEVER: A Curated Benchmark for Formally Verified Code Generation
[
Slides]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #111
R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4604
DynamicVL: Benchmarking Multimodal Large Language Models for Dynamic City Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4601
SMMILE: An expert-driven benchmark for multimodal medical in-context learning
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5200
Scientists' First Exam: Probing Cognitive Abilities of MLLM via Perception, Understanding, and Reasoning
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2304
SynTSBench: Rethinking Temporal Pattern Learning in Deep Learning Models for Time Series
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2206
SonoGym: High Performance Simulation for Challenging Surgical Tasks with Robotic Ultrasound
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3411
Rethinking Residual Distribution in Locate-then-Edit Model Editing
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4603
3EED: Ground Everything Everywhere in 3D
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1802
C-SEO Bench: Does Conversational SEO Work?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5205
GenSpace: Benchmarking Spatially-Aware Image Generation
[
OpenReview]
Creative AI Session
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Upper Level Room 29A-D None
Creative AI Session 2
Poster Session
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E None
San Diego Poster Session 2
Poster Session
Wed Dec 03 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Mexico City Poster Session 2
Talk
Wed Dec 03 04:30 PM -- 04:42 PM (PST) @ Exhibit Hall A,B None
Open Source Models in Trading: Free Like a Puppy, Not Like a Beer
Reception
Wed Dec 03 07:00 PM -- 09:00 PM (PST) @ Upper Level Room 33ABC None
Muslims in ML Reception
Breakfast
Thu Dec 04 05:00 AM -- 08:00 AM (PST) @ Terrace None
Breakfast
San Diego Registration Desk
Thu Dec 04 07:30 AM -- 06:00 PM (PST) @ Exhibit Hall D Foyer None
Registration Desk
Break
Thu Dec 04 08:00 AM -- 08:30 AM (PST) None
Coffee Break
Break
Thu Dec 04 08:00 AM -- 08:45 AM (PST) @ Foyer None
Coffee Break
Registration Desk
Thu Dec 04 08:00 AM -- 04:00 PM (PST) @ Foyer None
Registration Desk
San Diego Invited Talk
Thu Dec 04 08:30 AM -- 09:30 AM (PST) @ Exhibit Hall F,G,H None
The Art of (Artificial) Reasoning
Mexico City Invited Talk
Thu Dec 04 08:30 AM -- 09:30 AM (PST) @ Don Alberto 1 None
The Art of (Artificial) Reasoning
Streaming Lounge
Thu Dec 04 08:30 AM -- 04:00 PM (PST) @ Julian & Sol None
Streaming Lounge
Affinity Event
Thu Dec 04 09:00 AM -- 05:00 PM (PST) @ Upper Level Room 32AB None
Queer in AI
Exhibit Sponsor Hall
Thu Dec 04 09:00 AM -- 05:00 PM (PST) @ Exhibit Hall A,B None
Exhibit Sponsor Hall
Break
Thu Dec 04 09:30 AM -- 10:00 AM (PST) None
Coffee Break
Break
Thu Dec 04 09:30 AM -- 10:30 AM (PST) @ Terrace None
Lunch
Exhibitor Spot Talks
Thu Dec 04 09:30 AM -- 04:45 PM (PST) @ Exhibit Hall A,B None
Exhibitor Spot Talks - Session 3
Talk
Thu Dec 04 09:30 AM -- 09:42 AM (PST) @ Exhibit Hall A,B None
Optimizing AI Efficiency from Silicon to Model
Talk
Thu Dec 04 09:45 AM -- 09:57 AM (PST) @ Exhibit Hall A,B None
EMM-1: Expanding embedding space to be multimodal and multilingual
San Diego Oral
Thu Dec 04 10:00 AM -- 10:20 AM (PST) @ Upper Level Ballroom 20AB None
Position: If Innovation in AI systematically Violates Fundamental Rights, Is It Innovation at All?
Oral
Thu Dec 04 10:00 AM -- 10:20 AM (PST) @ Upper Level Ballroom 20D None
Identifiability of Deep Polynomial Neural Networks
[
Slides]
[
OpenReview]
Oral
Thu Dec 04 10:00 AM -- 10:20 AM (PST) @ Exhibit Hall F,G,H None
State Entropy Regularization for Robust Reinforcement Learning
[
OpenReview]
Oral
Thu Dec 04 10:00 AM -- 10:20 AM (PST) @ Upper Level Ballroom 6AB None
Auto-Compressing Networks
[
OpenReview]
Mexico City Oral
Thu Dec 04 10:00 AM -- 10:20 AM (PST) @ Don Alberto 1 None
State Entropy Regularization for Robust Reinforcement Learning
Mexico City Oral
Thu Dec 04 10:00 AM -- 10:20 AM (PST) @ Don Alberto 4 None
ControlFusion: A Controllable Image Fusion Network with Language-Vision Degradation Prompts
Mexico City Oral
Thu Dec 04 10:00 AM -- 10:20 AM (PST) @ Don Alberto 3 None
Position: If Innovation in AI systematically Violates Fundamental Rights, Is It Innovation at All?
Mexico City Oral
Thu Dec 04 10:00 AM -- 10:20 AM (PST) @ Don Alberto 2 None
Auto-Compressing Networks
Oral
Thu Dec 04 10:00 AM -- 10:20 AM (PST) @ Upper Level Ballroom 6CDEF None
ControlFusion: A Controllable Image Fusion Network with Language-Vision Degradation Prompts
[
OpenReview]
Mexico City Oral Session
Thu Dec 04 10:00 AM -- 11:00 AM (PST) @ Don Alberto 1 None
Oral 3A Reinforcement/State-space 2
San Diego Oral Session
Thu Dec 04 10:00 AM -- 11:00 AM (PST) @ Exhibit Hall F,G,H None
Oral 3A Reinforcement/State-space 2
Mexico City Oral Session
Thu Dec 04 10:00 AM -- 11:00 AM (PST) @ Don Alberto 2 None
Oral 3B Deep Learning 2
San Diego Oral Session
Thu Dec 04 10:00 AM -- 11:00 AM (PST) @ Upper Level Ballroom 6AB None
Oral 3B Deep Learning 2
San Diego Oral Session
Thu Dec 04 10:00 AM -- 11:00 AM (PST) @ Upper Level Ballroom 20AB None
Oral 3C Position Paper Orals
Mexico City Oral Session
Thu Dec 04 10:00 AM -- 11:00 AM (PST) @ Don Alberto 3 None
Oral 3C Position Paper Orals
Mexico City Oral Session
Thu Dec 04 10:00 AM -- 11:00 AM (PST) @ Don Alberto 4 None
Oral 3D Application 2
San Diego Oral Session
Thu Dec 04 10:00 AM -- 11:00 AM (PST) @ Upper Level Ballroom 6CDEF None
Oral 3D Application 2
San Diego Oral Session
Thu Dec 04 10:00 AM -- 11:00 AM (PST) @ Upper Level Ballroom 20D None
Oral 3E Theory 3
Talk
Thu Dec 04 10:00 AM -- 10:12 AM (PST) @ Exhibit Hall A,B None
Exhibitor Talk - NEC
Talk
Thu Dec 04 10:15 AM -- 10:27 AM (PST) @ Exhibit Hall A,B None
Towards reference models for Engineering Abstract
Oral
Thu Dec 04 10:20 AM -- 10:40 AM (PST) @ Exhibit Hall F,G,H None
A Clean Slate for Offline Reinforcement Learning
[
OpenReview]
Oral
Thu Dec 04 10:20 AM -- 10:40 AM (PST) @ Upper Level Ballroom 6AB None
Dynamical Low-Rank Compression of Neural Networks with Robustness under Adversarial Attacks
[
OpenReview]
Oral
Thu Dec 04 10:20 AM -- 10:40 AM (PST) @ Upper Level Ballroom 20D None
Depth-Bounds for Neural Networks via the Braid Arrangement
[
OpenReview]
Mexico City Oral
Thu Dec 04 10:20 AM -- 10:40 AM (PST) @ Don Alberto 1 None
A Clean Slate for Offline Reinforcement Learning
Oral
Thu Dec 04 10:20 AM -- 10:40 AM (PST) @ Upper Level Ballroom 6CDEF None
Pan-LUT: Efficient Pan-sharpening via Learnable Look-Up Tables
[
OpenReview]
Mexico City Oral
Thu Dec 04 10:20 AM -- 10:40 AM (PST) @ Don Alberto 4 None
Pan-LUT: Efficient Pan-sharpening via Learnable Look-Up Tables
San Diego Oral
Thu Dec 04 10:20 AM -- 10:40 AM (PST) @ Upper Level Ballroom 20AB None
More effort is needed to protect pedestrian privacy in the era of AI
Mexico City Oral
Thu Dec 04 10:20 AM -- 10:40 AM (PST) @ Don Alberto 2 None
Dynamical Low-Rank Compression of Neural Networks with Robustness under Adversarial Attacks
Mexico City Oral
Thu Dec 04 10:20 AM -- 10:40 AM (PST) @ Don Alberto 3 None
More effort is needed to protect pedestrian privacy in the era of AI
Talk
Thu Dec 04 10:30 AM -- 10:42 AM (PST) @ Exhibit Hall A,B None
How GM builds Practical AI for the Physical World
Oral
Thu Dec 04 10:40 AM -- 11:00 AM (PST) @ Exhibit Hall F,G,H None
Breaking the Performance Ceiling in Reinforcement Learning requires Inference Strategies
[
OpenReview]
Oral
Thu Dec 04 10:40 AM -- 11:00 AM (PST) @ Upper Level Ballroom 6AB None
ImageNet-trained CNNs are not biased towards texture: Revisiting feature reliance through controlled suppression
[
OpenReview]
Oral
Thu Dec 04 10:40 AM -- 11:00 AM (PST) @ Upper Level Ballroom 20D None
Learning Linear Attention in Polynomial Time
[
OpenReview]
Oral
Thu Dec 04 10:40 AM -- 11:00 AM (PST) @ Upper Level Ballroom 6CDEF None
FuXi-Ocean: A Global Ocean Forecasting System with Sub-Daily Resolution
[
OpenReview]
Mexico City Oral
Thu Dec 04 10:40 AM -- 11:00 AM (PST) @ Don Alberto 4 None
FuXi-Ocean: A Global Ocean Forecasting System with Sub-Daily Resolution
Mexico City Oral
Thu Dec 04 10:40 AM -- 11:00 AM (PST) @ Don Alberto 1 None
Breaking the Performance Ceiling in Reinforcement Learning requires Inference Strategies
Mexico City Oral
Thu Dec 04 10:40 AM -- 11:00 AM (PST) @ Don Alberto 2 None
ImageNet-trained CNNs are not biased towards texture: Revisiting feature reliance through controlled suppression
San Diego Oral
Thu Dec 04 10:40 AM -- 11:00 AM (PST) @ Upper Level Ballroom 20AB None
Real-Time Hyper-Personalized Generative AI Should Be Regulated to Prevent the Rise of "Digital Heroin"
Mexico City Oral
Thu Dec 04 10:40 AM -- 11:00 AM (PST) @ Don Alberto 3 None
Real-Time Hyper-Personalized Generative AI Should Be Regulated to Prevent the Rise of "Digital Heroin"
Talk
Thu Dec 04 10:45 AM -- 10:57 AM (PST) @ Exhibit Hall A,B None
Modular Agents and Orchestrated Coordination using Open Agentic Protocols: Foundations for the Next Wave of Agentic AI
Creative AI Panel
Thu Dec 04 11:00 AM -- 12:00 PM (PST) @ Upper Level Room 30A-E None
Emergent Stories: AI Agents and New Narratives
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #712
3BASiL: An Algorithmic Framework for Sparse plus Low-Rank Compression of LLMs
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3603
Information-Theoretic Discrete Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4607
Visual Sync: Multi‑Camera Synchronization via Cross‑View Object Motion
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3604
Router-R1: Teaching LLMs Multi-Round Routing and Aggregation via Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4101
HM3: Hierarchical Multi-Objective Model Merging for Pretrained Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4804
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3103
Non-Uniform Multiclass Learning with Bandit Feedback
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1106
Transferring Linear Features Across Language Models With Model Stitching
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #804
Improved Algorithms for Overlapping and Robust Clustering of Edge-Colored Hypergraphs: An LP-Based Combinatorial Approach
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2009
Feedback-Aware MCTS for Goal-Oriented Information Seeking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5403
Cost-Sensitive Freeze-thaw Bayesian Optimization for Efficient Hyperparameter Tuning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5300
VERA: Variational Inference Framework for Jailbreaking Large Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2713
The Structure of Relation Decoding Linear Operators in Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3812
HubGT: Fast Graph Transformer with Decoupled Hierarchy Labeling
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5304
Time-o1: Time-Series Forecasting Needs Transformed Label Alignment
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #204
Position: AI Should Sense Better, Not Just Scale Bigger: Adaptive Sensing as a Paradigm Shift
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2606
Score-informed Neural Operator for Enhancing Ordering-based Causal Discovery
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1911
A Controllable Examination for Long-Context Language Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #913
Online Portfolio Selection with ML Predictions
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2304
MutualVPR: A Mutual Learning Framework for Resolving Supervision Inconsistencies via Adaptive Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1008
Rigor in AI: Doing Rigorous AI Work Requires a Broader, Responsible AI-Informed Conception of Rigor
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4009
Attention-based clustering
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1205
Path-specific effects for pulse-oximetry guided decisions in critical care
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1112
Detecting High-Stakes Interactions with Activation Probes
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Global Prompt Refinement with Non-Interfering Attention Masking for One-Shot Federated Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2610
DGCBench: A Deep Graph Clustering Benchmark
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3502
LIFEBENCH: Evaluating Length Instruction Following in Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4512
InFlux: A Benchmark for Self-Calibration of Dynamic Intrinsics of Video Cameras
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1508
Tail-Optimized Caching for LLM Inference
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #107
Measuring what Matters: Construct Validity in Large Language Model Benchmarks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2316
Hybrid Boundary Physics-Informed Neural Networks for Solving Navier-Stokes Equations with Complex Boundary
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5108
Toward Real-world Text Image Forgery Localization: Structured and Interpretable Data Synthesis
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2408
DanmakuTPPBench: A Multi-modal Benchmark for Temporal Point Process Modeling and Understanding
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5004
OpenAD: Open-World Autonomous Driving Benchmark for 3D Object Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4603
Pose Splatter: A 3D Gaussian Splatting Model for Quantifying Animal Pose and Appearance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2912
Conformal Online Learning of Deep Koopman Linear Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4616
MMPB: It’s Time for Multi-Modal Personalization
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4306
Tortoise and Hare Guidance: Accelerating Diffusion Model Inference with Multirate Integration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2508
MathArena: Evaluating LLMs on Uncontaminated Math Competitions
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1915
Mind2Web 2: Evaluating Agentic Search with Agent-as-a-Judge
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #113
QUT-DV25: A Dataset for Dynamic Analysis of Next-Gen Software Supply Chain Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #603
Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces I: the compact case
[
JMLR]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1202
Collective Bargaining in the Information Economy Can Address AI-Driven Power Concentration
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5203
Foundation Models for Scientific Discovery: From Paradigm Enhancement to Paradigm Transition
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1014
We Should Chart an Atlas of All the World's Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1608
A Standardized Benchmark for Multilabel Antimicrobial Peptide Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #210
Offline RL by Reward-Weighted Fine-Tuning for Conversation Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5012
VT-FSL: Bridging Vision and Text with LLMs for Few-Shot Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4714
MMOT: The First Challenging Benchmark for Drone-based Multispectral Multi-Object Tracking
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2214
UniFoil: A Universal Dataset of Airfoils in Transitional and Turbulent Regimes for Subsonic and Transonic Flows
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4718
MVU-Eval: Towards Multi-Video Understanding Evaluation for Multimodal LLMs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #111
DATE-LM: Benchmarking Data Attribution Evaluation for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #911
Neural Evolution Strategy for Black-box Pareto Set Learning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #803
OptiTree: Hierarchical Thoughts Generation with Tree Search for LLM Optimization Modeling
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #108
Measuring Fingerprints of Web-filtered Text Datasets and Fingerprint Propagation Through Training
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2509
AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #608
Fast Non-Log-Concave Sampling under Nonconvex Equality and Inequality Constraints with Landing
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2213
STAR: A Benchmark for Astronomical Star Fields Super-Resolution
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #116
MASTER: Enhancing Large Language Model via Multi-Agent Simulated Teaching
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4311
vHector and HeisenVec: Scalable Vector Graphics Generation Through Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1016
BenchmarkCards: Standardized Documentation for Large Language Model Benchmarks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4809
Towards General Continuous Memory for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #905
Time-Embedded Algorithm Unrolling for Computational MRI
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3315
Interactive and Hybrid Imitation Learning: Provably Beating Behavior Cloning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1214
DataSIR: A Benchmark Dataset for Sensitive Information Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5303
Sharp Analysis for KL-Regularized Contextual Bandits and RLHF
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5006
ReinAD: Towards Real-world Industrial Anomaly Detection with a Comprehensive Contrastive Dataset
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5406
Inference-time Alignment in Continuous Space
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3616
Improving the Euclidean Diffusion Generation of Manifold Data by Mitigating Score Function Singularity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2014
MUniverse: A Simulation and Benchmarking Suite for Motor Unit Decomposition
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2201
Dimensionality Mismatch Between Brains and Artificial Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4004
Born a Transformer -- Always a Transformer? On the Effect of Pretraining on Architectural Abilities
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4601
Adaptive 3D Reconstruction via Diffusion Priors and Forward Curvature-Matching Likelihood Updates
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Fair Matroid Selection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #500
Statistical Analysis of an Adversarial Bayesian Weak Supervision Method
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2910
Improving Monte Carlo Tree Search for Symbolic Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5510
KeyDiff: Key Similarity-Based KV Cache Eviction for Long-Context LLM Inference in Resource-Constrained Environments
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1709
Sampling 3D Molecular Conformers with Diffusion Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4315
Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #303
Uni-RL: Unifying Online and Offline RL via Implicit Value Regularization
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3715
TreeGen: A Bayesian Generative Model for Hierarchies
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1414
Unveiling the Uncertainty in Embodied and Operational Carbon of Large AI Models through a Probabilistic Carbon Accounting Model
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #512
State Entropy Regularization for Robust Reinforcement Learning
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4310
FineGRAIN: Evaluating Failure Modes of Text-to-Image Models with Vision Language Model Judges
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1204
Video-SafetyBench: A Benchmark for Safety Evaluation of Video LVLMs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1601
Mixing Expert Knowledge: Bring Human Thoughts Back To the Game of Go
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1605
REDOUBT: Duo Safety Validation for Autonomous Vehicle Motion Planning
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2710
Auto-Compressing Networks
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #112
Clean First, Align Later: Benchmarking Preference Data Cleaning for Reliable LLM Alignment
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4716
ColorBench: Can VLMs See and Understand the Colorful World? A Comprehensive Benchmark for Color Perception, Reasoning, and Robustness
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1910
MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges?
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2809
TabArena: A Living Benchmark for Machine Learning on Tabular Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #106
SWE-rebench: An Automated Pipeline for Task Collection and Decontaminated Evaluation of Software Engineering Agents
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #202
Influence Guided Context Selection for Effective Retrieval-Augmented Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3200
The Price of Sparsity: Sufficient Conditions for Sparse Recovery using Sparse and Sparsified Measurements
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3712
Training-Free Safe Text Embedding Guidance for Text-to-Image Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4200
Flat Channels to Infinity in Neural Loss Landscapes
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4701
Unveiling the Compositional Ability Gap in Vision-Language Reasoning Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3702
Disentangled Cross-Modal Representation Learning with Enhanced Mutual Supervision
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1311
Quantifying Cross-Modality Memorization in Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2807
Self-Training with Dynamic Weighting for Robust Gradual Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #609
Variance-Reduced Long-Term Rehearsal Learning with Quadratic Programming Reformulation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4604
MV-CoLight: Efficient Object Compositing with Consistent Lighting and Shadow Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1200
FACE: Faithful Automatic Concept Extraction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Multi-Objective Hyperparameter Selection via Hypothesis Testing on Reliability Graphs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4711
VaMP: Variational Multi-Modal Prompt Learning for Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4102
Cognitive Mirrors: Exploring the Diverse Functional Roles of Attention Heads in LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4413
PixPerfect: Seamless Latent Diffusion Local Editing with Discriminative Pixel-Space Refinement
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4314
An Analysis of Concept Bottleneck Models: Measuring, Understanding, and Mitigating the Impact of Noisy Annotations
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5316
FedRAM: Federated Reweighting and Aggregation for Multi-Task Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3508
Understanding Differential Transformer Unchains Pretrained Self-Attentions
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3719
Pairwise Optimal Transports for Training All-to-All Flow-Based Condition Transfer Model
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #813
A Near-Optimal Algorithm for Decentralized Convex-Concave Finite-Sum Minimax Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3916
Deeper with Riemannian Geometry: Overcoming Oversmoothing and Oversquashing for Graph Foundation Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3408
GoRA: Gradient-driven Adaptive Low Rank Adaptation
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2501
AutoData: A Multi-Agent System for Open Web Data Collection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2811
WALL-E: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2412
AliO: Output Alignment Matters in Long-Term Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 1
Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational Inversions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5506
macOSWorld: A Multilingual Interactive Benchmark for GUI Agents
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2517
PMLF: A Physics-Guided Multiscale Loss Framework for Structurally Heterogeneous Time Series
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4018
Compositional Reasoning with Transformers, RNNs, and Chain of Thought
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #413
Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4210
Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3303
HoPE: Hybrid of Position Embedding for Long Context Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3602
Traversal Verification for Speculative Tree Decoding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2909
SHGR: A Generalized Maximal Correlation Coefficient
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1213
Who Speaks for the Trigger? Dynamic Expert Routing in Backdoored Mixture-of-Experts Transformers
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4409
DNAEdit: Direct Noise Alignment for Text-Guided Rectified Flow Editing
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1514
Crucible: Quantifying the Potential of Control Algorithms through LLM Agents
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3505
Single GPU Task Adaptation of Pathology Foundation Models for Whole Slide Image Analysis
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3615
One-Step Offline Distillation of Diffusion-based Models via Koopman Modeling
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4614
Wukong's 72 Transformations: High-fidelity Textured 3D Morphing via Flow Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3600
A Closer Look at Model Collapse: From a Generalization-to-Memorization Perspective
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5408
Smooth Quadratic Prediction Markets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #903
Momentum-SAM: Sharpness Aware Minimization without Computational Overhead
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #316
A Bayesian Fast-Slow Framework to Mitigate Interference in Non-Stationary Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5509
Variational Supervised Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2016
OPHR: Mastering Volatility Trading with Multi-Agent Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2415
FlowMixer: A Depth-Agnostic Neural Architecture for Interpretable Spatiotemporal Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4901
Novel Class Discovery for Point Cloud Segmentation via Joint Learning of Causal Representation and Reasoning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4407
Stable Part Diffusion 4D: Multi-View RGB and Kinematic Parts Video Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2711
Place Cells as Multi-Scale Position Embeddings: Random Walk Transition Kernels for Path Planning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #410
Learning Interactive World Model for Object-Centric Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3109
Finite Sample Analyses for Continuous-time Linear Systems: System Identification and Online Control
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5010
DAMamba: Vision State Space Model with Dynamic Adaptive Scan
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2108
Brain-Inspired fMRI-to-Text Decoding via Incremental and Wrap-Up Language Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4500
Quantifying and Alleviating Co-Adaptation in Sparse-View 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5103
Zero-Shot Blind-Spot Image Denoising via Cross-Scale Non-Local Pixel Refilling
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #916
Conformal Prediction in The Loop: A Feedback-Based Uncertainty Model for Trajectory Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2414
Improving Time Series Forecasting via Instance-aware Post-hoc Revision
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5503
Sparc3D: Sparse Representation and Construction for High-Resolution 3D Shapes Modeling
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #201
Hyperbolic Dataset Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3917
GD$^2$: Robust Graph Learning under Label Noise via Dual-View Prediction Discrepancy
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2801
Diffusion-Driven Progressive Target Manipulation for Source-Free Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2305
CogVLA: Cognition-Aligned Vision-Language-Action Models via Instruction-Driven Routing & Sparsification
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4708
CoFFT: Chain of Foresight-Focus Thought for Visual Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1005
ReplaceMe: Network Simplification via Depth Pruning and Transformer Block Linearization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4912
SceneWeaver: All-in-One 3D Scene Synthesis with an Extensible and Self-Reflective Agent
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1801
Variational Regularized Unbalanced Optimal Transport: Single Network, Least Action
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3316
Provably Efficient RL under Episode-Wise Safety in Constrained MDPs with Linear Function Approximation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #601
Rethinking Approximate Gaussian Inference in Classification
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3006
Multidimensional Bayesian Utility Maximization: Tight Approximations to Welfare
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1500
Praxis-VLM: Vision-Grounded Decision Making via Text-Driven Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4506
IBGS: Image-Based Gaussian Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1111
Same Task, Different Circuits: Disentangling Modality-Specific Mechanisms in VLMs
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1707
OmniCast: A Masked Latent Diffusion Model for Weather Forecasting Across Time Scales
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3012
On Agnostic PAC Learning in the Small Error Regime
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2507
How to Auto-optimize Prompts for Domain Tasks? Adaptive Prompting and Reasoning through Evolutionary Domain Knowledge Adaptation
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4300
Reinforcement Learning Meets Masked Generative Models: Mask-GRPO for Text-to-Image Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2511
SGN: Shifted Window-Based Hierarchical Variable Grouping for Multivariate Time Series Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3306
ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4812
One-Step Diffusion for Detail-Rich and Temporally Consistent Video Super-Resolution
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4305
MJ-Video: Benchmarking and Rewarding Video Generation with Fine-Grained Video Preference
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1712
RiboFlow: Conditional De Novo RNA Co-Design via Synergistic Flow Matching
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3803
NeedleInATable: Exploring Long-Context Capability of Large Language Models towards Long-Structured Tables
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1904
CAM: A Constructivist View of Agentic Memory for LLM-Based Reading Comprehension
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4510
SurfelSplat: Learning Efficient and Generalizable Gaussian Surfel Representations for Sparse-View Surface Reconstruction
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4001
Neural Collapse is Globally Optimal in Deep Regularized ResNets and Transformers
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4900
Point or Line? Using Line-based Representation for Panoptic Symbol Spotting in CAD Drawings
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4414
Boosting Generative Image Modeling via Joint Image-Feature Synthesis
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3106
Robust Minimax Boosting with Performance Guarantees
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4319
Think before Recommendation: Autonomous Reasoning-enhanced Recommender
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4400
Text to Sketch Generation with Multi-Styles
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4712
VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #706
Multiclass Loss Geometry Matters for Generalization of Gradient Descent in Separable Classification
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Fast Rate Bounds for Multi-Task and Meta-Learning with Different Sample Sizes
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4710
Pancakes: Consistent Multi-Protocol Image Segmentation Across Biomedical Domains
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #509
Effortless, Simulation-Efficient Bayesian Inference using Tabular Foundation Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3417
FlashBias: Fast Computation of Attention with Bias
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3001
Certifying Concavity and Monotonicity in Games via Sum-of-Squares Hierarchies
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2206
Contrastive Consolidation of Top-Down Modulations Achieves Sparsely Supervised Continual Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3815
Pseudo-Riemannian Graph Transformer
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1101
EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1103
CHiQPM: Calibrated Hierarchical Interpretable Image Classification
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5015
ImageNet-trained CNNs are not biased towards texture: Revisiting feature reliance through controlled suppression
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5500
Individual Regret in Cooperative Stochastic Multi-Armed Bandits
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3318
Projection-based Lyapunov method for fully heterogeneous weakly-coupled MDPs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2904
Vicinity-Guided Discriminative Latent Diffusion for Privacy-Preserving Domain Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4600
Instant4D: 4D Gaussian Splatting in Minutes
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 6
StelLA: Subspace Learning in Low-rank Adaptation using Stiefel Manifold
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4702
With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide You
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1906
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2608
Disentangling misreporting from genuine adaptation in strategic settings: a causal approach
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3409
Learning in Compact Spaces with Approximately Normalized Transformer
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #606
FEAT: Free energy Estimators with Adaptive Transport
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3714
Weaver: Shrinking the Generation-Verification Gap by Scaling Compute for Verification
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4509
LiteReality: Graphics-Ready 3D Scene Reconstruction from RGB-D Scans
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1510
TranSUN: A Preemptive Paradigm to Eradicate Retransformation Bias Intrinsically from Regression Models in Recommender Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1114
IPAD: Inverse Prompt for AI Detection - A Robust and Interpretable LLM-Generated Text Detector
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1301
KScope: A Framework for Characterizing the Knowledge Status of Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2612
A TRIANGLE Enables Multimodal Alignment Beyond Cosine Similarity
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3811
GraphTOP: Graph Topology-Oriented Prompting for Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4307
CamEdit: Continuous Camera Parameter Control for Photorealistic Image Editing
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4505
Metropolis-Hastings Sampling for 3D Gaussian Reconstruction
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3618
Continuous Diffusion Model for Language Modeling
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3300
FedEL: Federated Elastic Learning for Heterogeneous Devices
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2513
On the Integration of Spatial-Temporal Knowledge: A Lightweight Approach to Atmospheric Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1610
DMol: A Highly Efficient and Chemical Motif-Preserving Molecule Generation Platform
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5211
Beyond Least Squares: Uniform Approximation and the Hidden Cost of Misspecification
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1701
Unsupervised Trajectory Optimization for 3D Registration in Serial Section Electron Microscopy using Neural ODEs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2007
Enhancing Personalized Multi-Turn Dialogue with Curiosity Reward
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3704
Multiverse: Your Language Models Secretly Decide How to Parallelize and Merge Generation
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1314
Multi-Class Support Vector Machine with Differential Privacy
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5101
One-Step Diffusion-Based Image Compression with Semantic Distillation
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1600
FuXi-Ocean: A Global Ocean Forecasting System with Sub-Daily Resolution
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1901
MoonCast: High-Quality Zero-Shot Podcast Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3204
Optimal Best Arm Identification under Differential Privacy
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3412
Language Ranker: A Lightweight Ranking framework for LLM Decoding
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4514
VETA-DiT: Variance-Equalized and Temporally Adaptive Quantization for Efficient 4-bit Diffusion Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3107
Improved Robust Estimation for Erdős-Rényi Graphs: The Sparse Regime and Optimal Breakdown Point
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3410
FP4 All the Way: Fully Quantized Training of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #613
Uncertainty Estimation by Flexible Evidential Deep Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1304
DualOptim: Enhancing Efficacy and Stability in Machine Unlearning with Dual Optimizers
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1300
Non-exchangeable Conformal Prediction with Optimal Transport: Tackling Distribution Shift with Unlabeled Data
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2802
Transfer Learning for Benign Overfitting in High-Dimensional Linear Regression
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5410
Graph Alignment via Birkhoff Relaxation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #810
FlowMoE: A Scalable Pipeline Scheduling Framework for Distributed Mixture-of-Experts Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1616
MS-BART: Unified Modeling of Mass Spectra and Molecules for Structure Elucidation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #100
Channel Matters: Estimating Channel Influence for Multivariate Time Series
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1113
Robust Explanations of Graph Neural Networks via Graph Curvatures
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2209
Modeling Neural Activity with Conditionally Linear Dynamical Systems
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #503
Epistemic Uncertainty Estimation in Regression Ensemble Models with Pairwise Epistemic Estimators
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3613
SPACE: Noise Contrastive Estimation Stabilizes Self-Play Fine-Tuning for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1708
Scalable and Cost-Efficient de Novo Template-Based Molecular Generation
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3912
Dynamical Low-Rank Compression of Neural Networks with Robustness under Adversarial Attacks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4704
Multimodal Causal Reasoning for UAV Object Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2403
$\textit{Hyper-GoalNet}$: Goal-Conditioned Manipulation Policy Learning with HyperNetworks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1305
SteerConf: Steering LLMs for Confidence Elicitation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1516
Position: Biology is the Challenge Physics-Informed ML Needs to Evolve
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2714
Soft Task-Aware Routing of Experts for Equivariant Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3810
AMBER: Adaptive Mesh Generation by Iterative Mesh Resolution Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4405
Seg4Diff: Unveiling Open-Vocabulary Semantic Segmentation in Text-to-Image Diffusion Transformers
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1710
Flash Invariant Point Attention
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4208
LLM Safety Alignment is Divergence Estimation in Disguise
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5313
LABridge: Text–Image Latent Alignment Framework via Mean-Conditioned OU Process
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5318
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #615
Learning from A Single Markovian Trajectory: Optimality and Variance Reduction
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #814
Cost-aware LLM-based Online Dataset Annotation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3509
Tiled Flash Linear Attention: More Efficient Linear RNN and xLSTM Kernels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3014
Statistical Guarantees for High-Dimensional Stochastic Gradient Descent
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
PT-MoE: An Efficient Finetuning Framework for Integrating Mixture-of-Experts into Prompt Tuning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2310
Gradient Alignment in Physics-informed Neural Networks: A Second-Order Optimization Perspective
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #515
When Can Model-Free Reinforcement Learning be Enough for Thinking?
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #510
Solving and Learning Partial Differential Equations with Variational Q-Exponential Processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4104
On the Loss of Context Awareness in General Instruction Fine-tuning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1711
Flexible MOF Generation with Torsion-Aware Flow Matching
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1312
Private Statistical Estimation via Truncation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2200
BrainFlow: A Holistic Pathway of Dynamic Neural System on Manifold
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3818
Learning Sparse Approximate Inverse Preconditioners for Conjugate Gradient Solvers on GPUs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3400
Gains: Fine-grained Federated Domain Adaptation in Open Set
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3302
TADA: Improved Diffusion Sampling with Training-free Augmented DynAmics
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #816
$O(\sqrt{T})$ Static Regret and Instance Dependent Constraint Violation for Constrained Online Convex Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2400
Touch in the Wild: Learning Fine-Grained Manipulation with a Portable Visuo-Tactile Gripper
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2401
SAFE: Multitask Failure Detection for Vision-Language-Action Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3313
Risk-Averse Constrained Reinforcement Learning with Optimized Certainty Equivalents
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4415
OmniVCus: Feedforward Subject-driven Video Customization with Multimodal Control Conditions
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3915
Learning to Flow from Generative Pretext Tasks for Neural Architecture Encoding
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1400
Your Pre-trained LLM is Secretly an Unsupervised Confidence Calibrator
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3003
Learning from Delayed Feedback in Games via Extra Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4301
EchoShot: Multi-Shot Portrait Video Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3309
Heavy-Ball Momentum Method in Continuous Time and Discretization Error Analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4107
RAGRouter: Learning to Route Queries to Multiple Retrieval-Augmented Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5404
Video-R1: Reinforcing Video Reasoning in MLLMs
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5501
Regret Bounds for Adversarial Contextual Bandits with General Function Approximation and Delayed Feedback
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4803
SD-VLM: Spatial Measuring and Understanding with Depth-Encoded Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1210
Fairness-aware Anomaly Detection via Fair Projection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2908
Exploiting Dynamic Sparsity in Einsum
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4019
Analyzing the Power of Chain of Thought through Memorization Capabilities
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3311
Exponential Convergence Guarantees for Iterative Markovian Fitting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2806
MoORE: SVD-based Model MoE-ization for Conflict- and Oblivion-Resistant Multi-Task Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2306
Towards Reliable LLM-based Robots Planning via Combined Uncertainty Estimation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4203
EventMG: Efficient Multilevel Mamba-Graph Learning for Spatiotemporal Event Representation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #400
What Can RL Bring to VLA Generalization? An Empirical Study
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #610
Neurosymbolic Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2103
BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #611
Anytime-valid, Bayes-assisted, Prediction-Powered Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3206
Accelerating Feature Conformal Prediction via Taylor Approximation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2814
Provable Scaling Laws for the Test-Time Compute of Large Language Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #309
LLM-Explorer: A Plug-in Reinforcement Learning Policy Exploration Enhancement Driven by Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #506
Temporal-Difference Variational Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #416
RF-Agent: Automated Reward Function Design via Language Agent Tree Search
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3510
One SPACE to Rule Them All: Jointly Mitigating Factuality and Faithfulness Hallucinations in LLMs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3414
Scaling Laws for Optimal Data Mixtures
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3100
Continuous Q-Score Matching: Diffusion Guided Reinforcement Learning for Continuous-Time Control
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #412
Progress Reward Model for Reinforcement Learning via Large Language Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4206
Small Singular Values Matter: A Random Matrix Analysis of Transformer Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4100
SEGA: Shaping Semantic Geometry for Robust Hashing under Noisy Supervision
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4515
Policy Optimized Text-to-Image Pipeline Design
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2709
CyIN: Cyclic Informative Latent Space for Bridging Complete and Incomplete Multimodal Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Beyond Pairwise Connections: Extracting High-Order Functional Brain Network Structures under Global Constraints
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3005
Online Strategic Classification With Noise and Partial Feedback
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #411
Robust Reinforcement Learning in Finance: Modeling Market Impact with Elliptic Uncertainty Sets
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3904
Monitoring Risks in Test-Time Adaptation
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2812
Improving Decision Trees through the Lens of Parameterized Local Search
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4106
Less is More: Improving LLM Alignment via Preference Data Selection
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4007
The Nuclear Route: Sharp Asymptotics of ERM in Overparameterized Quadratic Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3011
A solvable model of learning generative diffusion: theory and insights
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4316
ConTextTab: A Semantics-Aware Tabular In-Context Learner
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3608
From Bytes to Ideas: Language Modeling with Autoregressive U-Nets
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1403
MixAT: Combining Continuous and Discrete Adversarial Training for LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #404
HyperMARL: Adaptive Hypernetworks for Multi-Agent RL
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4800
MindOmni: Unleashing Reasoning Generation in Vision Language Models with RGPO
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2800
Exploiting Task Relationships in Continual Learning via Transferability-Aware Task Embeddings
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #514
Shift Before You Learn: Enabling Low-Rank Representations in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #505
Distance-informed Neural Processes
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
A machine learning approach that beats Rubik's cubes
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5312
Reinforcement Learning with Imperfect Transition Predictions: A Bellman-Jensen Approach
[
Slides]
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4013
Depth-Bounds for Neural Networks via the Braid Arrangement
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5308
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #815
Efficient semantic uncertainty quantification in language models via diversity-steered sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3908
MIBP-Cert: Certified Training against Data Perturbations with Mixed-Integer Bilinear Programs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1104
Layer-Wise Modality Decomposition for Interpretable Multimodal Sensor Fusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3304
Top-H Decoding: Adapting the Creativity and Coherence with Bounded Entropy in Text Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2604
Estimation of Treatment Effects in Extreme and Unobserved Data
[
Slides]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3713
Neural Entropy
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4602
LODGE: Level-of-Detail Large-Scale Gaussian Splatting with Efficient Rendering
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3000
A Cramér–von Mises Approach to Incentivizing Truthful Data Sharing
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4816
FlowFeat: Pixel-Dense Embedding of Motion Profiles
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4304
Enabling Instructional Image Editing with In-Context Generation in Large Scale Diffusion Transformer
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5019
Learning Skill-Attributes for Transferable Assessment in Video
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2813
Semi-supervised Vertex Hunting, with Applications in Network and Text Analysis
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3619
CORAL: Disentangling Latent Representations in Long-Tailed Diffusion
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3108
Implicit Bias of Spectral Descent and Muon on Multiclass Separable Data
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4909
PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1603
From Pose to Muscle: Multimodal Learning for Piano Hand Muscle Electromyography
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4516
Role Bias in Diffusion Models: Diagnosing and Mitigating through Intermediate Decomposition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #216
Physics-informed Value Learner for Offline Goal-Conditioned Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3404
Pan-LUT: Efficient Pan-sharpening via Learnable Look-Up Tables
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4802
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 4
Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4014
Continuity and Isolation Lead to Doubts or Dilemmas in Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4503
Flux4D: Flow-based Unsupervised 4D Reconstruction
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1502
A Unified Reasoning Framework for Holistic Zero-Shot Video Anomaly Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4417
Image Stitching in Adverse Condition: A Bidirectional-Consistency Learning Framework and Benchmark
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3717
GPO: Learning from Critical Steps to Improve LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3808
Conditional Diffusion Anomaly Modeling on Graphs
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3612
From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5014
What We Miss Matters: Learning from the Overlooked in Point Cloud Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1401
Wisdom is Knowing What not to Say: Hallucination-Free LLMs Unlearning via Attention Shifting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #808
KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3105
Self-Boost via Optimal Retraining: An Analysis via Approximate Message Passing
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1905
WebThinker: Empowering Large Reasoning Models with Deep Research Capability
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #215
Optimal Dynamic Regret by Transformers for Non-Stationary Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4707
Elevating Visual Perception in Multimodal LLMs with Visual Embedding Distillation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5105
DON’T NEED RETRAINING: A Mixture of DETR and Vision Foundation Models for Cross-Domain Few-Shot Object Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #403
Adaptive Context Length Optimization with Low-Frequency Truncation for Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3102
Tractable Multinomial Logit Contextual Bandits with Non-Linear Utilities
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2916
You Can Trust Your Clustering Model: A Parameter-free Self-Boosting Plug-in for Deep Clustering
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2616
Harnessing Feature Resonance under Arbitrary Target Alignment for Out-of-Distribution Node Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2810
Martingale Score: An Unsupervised Metric for Bayesian Rationality in LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #307
Multi-Objective Reinforcement Learning with Max-Min Criterion: A Game-Theoretic Approach
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5009
Towards Single-Source Domain Generalized Object Detection via Causal Visual Prompts
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #612
Rao-Blackwellised Reparameterisation Gradients
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4502
AtlasGS: Atlanta-world Guided Surface Reconstruction with Implicit Structured Gaussians
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4910
When Semantics Mislead Vision: Mitigating Large Multimodal Models Hallucinations in Scene Text Spotting and Understanding
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1115
Additive Models Explained: A Computational Complexity Approach
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #801
Fairness-Regularized Online Optimization with Switching Costs
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3101
Minimax Adaptive Online Nonparametric Regression over Besov spaces
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4318
REPA Works Until It Doesn’t: Early-Stopped, Holistic Alignment Supercharges Diffusion Training
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #710
Large Language Models as End-to-end Combinatorial Optimization Solvers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2215
A Physics-preserved Transfer Learning Method for Differential Equations
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5315
VLForgery Face Triad: Detection, Localization and Attribution via Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #409
Spectral Learning for Infinite-Horizon Average-Reward POMDPs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2505
MIHC: Multi-View Interpretable Hypergraph Neural Networks with Information Bottleneck for Chip Congestion Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4911
VidEmo: Affective-Tree Reasoning for Emotion-Centric Video Foundation Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4613
Deep Gaussian from Motion: Exploring 3D Geometric Foundation Models for Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #605
Sparse Gaussian Processes: Structured Approximations and Power-EP Revisited
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5517
Generative Pre-trained Autoregressive Diffusion Transformer
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4504
Fused View-Time Attention and Feedforward Reconstruction for 4D Scene Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3605
Noise Hypernetworks: Amortizing Test-Time Compute in Diffusion Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1006
MeCeFO: Enhancing LLM Training Robustness via Fault-Tolerant Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1506
Ultra-high Resolution Watermarking Framework Resistant to Extreme Cropping and Scaling
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1507
MiCADangelo: Fine-Grained Reconstruction of Constrained CAD Models from 3D Scans
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1407
Fortifying Time Series: DTW-Certified Robust Anomaly Detection
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5505
ORIGAMISPACE: Benchmarking Multimodal LLMs in Multi-Step Spatial Reasoning with Mathematical Constraints
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5310
Personalized Exercise Recommendation with Semantically-Grounded Knowledge Tracing
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4403
Improving Diffusion-based Inverse Algorithms under Few-Step Constraint via Linear Extrapolation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2202
TractoTransformer: Diffusion MRI Streamline Tractography using CNN and Transformer Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2315
Local-Global Associative Frames for Symmetry-Preserving Crystal Structure Modeling
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4006
Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3506
DePass: Unified Feature Attributing by Simple Decomposed Forward Pass
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4709
A Frustratingly Simple Yet Highly Effective Attack Baseline: Over 90% Success Rate Against the Strong Black-box Models of GPT-4.5/4o/o1
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2903
SPACE: SPike-Aware Consistency Enhancement for Test-Time Adaptation in Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2615
DUAL: Learning Diverse Kernels for Aggregated Two-sample and Independence Testing
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #711
Bilevel Optimization for Adversarial Learning Problems: Sharpness, Generation, and Beyond
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2312
GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #909
Data Efficient Adaptation in Large Language Models via Continuous Low-Rank Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3910
Robust LLM Alignment via Distributionally Robust Direct Preference Optimization
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1105
Angular Steering: Behavior Control via Rotation in Activation Space
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5008
Beyond the Seen: Bounded Distribution Estimation for Open-Vocabulary Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1110
FLAME: Fast Long-context Adaptive Memory for Event-based Vision
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3307
Gaussian Process Upper Confidence Bound Achieves Nearly-Optimal Regret in Noise-Free Gaussian Process Bandits
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4713
SoFar: Language-Grounded Orientation Bridges Spatial Reasoning and Object Manipulation
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #207
A Clean Slate for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Revealing Multimodal Causality with Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3201
Kernel Regression in Structured Non-IID Settings: Theory and Implications for Denoising Score Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2105
Flexible inference for animal learning rules using neural networks
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2700
IA-GGAD: Zero-shot Generalist Graph Anomaly Detection via Invariant and Affinity Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4813
Seeing is Believing? Mitigating OCR Hallucinations in Multimodal Large Language Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Enhancing Privacy in Multimodal Federated Learning with Information Theory
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4513
Depth-Supervised Fusion Network for Seamless-Free Image Stitching
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2404
GauDP: Reinventing Multi-Agent Collaboration through Gaussian-Image Synergy in Diffusion Policies
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2313
SymMaP: Improving Computational Efficiency in Linear Solvers through Symbolic Preconditioning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4700
More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4011
Is Grokking a Computational Glass Relaxation?
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #208
Adaptable Safe Policy Learning from Multi-task Data with Constraint Prioritized Decision Transformer
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4807
Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 7
Orthogonal Contrastive Learning for Multi-Representation fMRI Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3104
Generalizing while preserving monotonicity in comparison-based preference learning models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2902
Parameter Dynamics of Online Machine Learning and Test-time Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3507
ZeCO: Zero-Communication Overhead Sequence Parallelism for Linear Attention
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4501
Multimodal LiDAR-Camera Novel View Synthesis with Unified Pose-free Neural Fields
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #807
Hierarchical Optimization via LLM-Guided Objective Evolution for Mobility-on-Demand Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2712
Equivariant Eikonal Neural Networks: Grid-Free, Scalable Travel-Time Prediction on Homogeneous Spaces
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3403
Teaching Transformers to Solve Combinatorial Problems through Efficient Trial & Error
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2113
Anatomically inspired digital twins capture hierarchical object representations in visual cortex
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5519
VarFlow: Proper Scoring-Rule Diffusion Distillation via Energy Matching
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3900
Characterizing the Expressivity of Fixed-Precision Transformer Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2302
Dynamic Focused Masking for Autoregressive Embodied Occupancy Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3418
Inference-Time Hyper-Scaling with KV Cache Compression
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3010
Reconstruction and Secrecy under Approximate Distance Queries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #714
Acceleration via silver step-size on Riemannian manifolds with applications to Wasserstein space
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3500
GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2702
Are Greedy Task Orderings Better Than Random in Continual Linear Regression?
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2205
$\mu$PC: Scaling Predictive Coding to 100+ Layer Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #800
Follow-the-Perturbed-Leader Nearly Achieves Best-of-Both-Worlds for the m-Set Semi-Bandit Problems
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3718
Optimal Neural Compressors for the Rate-Distortion-Perception Tradeoff
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1302
Theoretically Grounded Framework for LLM Watermarking: A Distribution-Adaptive Approach
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3002
Clustering via Hedonic Games: New Concepts and Algorithms
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #508
Synthetic-powered predictive inference
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3314
Inverse Q-Learning Done Right: Offline Imitation Learning in $Q^\pi$-Realizable MDPs
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1903
Exploiting LLMs for Automatic Hypothesis Assessment via a Logit-Based Calibrated Prior
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3401
AmorLIP: Efficient Language-Image Pretraining via Amortization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2708
Understanding Contrastive Learning via Gaussian Mixture Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3700
MESS+: Dynamically Learned Inference-Time LLM Routing in Model Zoos with Service Level Guarantees
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Doubly Robust Alignment for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2314
Learning non-equilibrium diffusions with Schrödinger bridges: from exactly solvable to simulation-free
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3806
Random Search Neural Networks for Efficient and Expressive Graph Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2416
Topology-Aware Conformal Prediction for Stream Networks
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2605
Universal Causal Inference in a Topos
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1412
Utility Engineering: Analyzing and Controlling Emergent Value Systems in AIs
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2911
A$^3$E: Towards Compositional Model Editing
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2603
Non-Stationary Structural Causal Bandits
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3110
Dynamic Algorithm for Explainable $k$-medians Clustering under $\ell_p$ Norm
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #907
Differentiable Sparsity via $D$-Gating: Simple and Versatile Structured Penalization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5013
TOMCAT: Test-time Comprehensive Knowledge Accumulation for Compositional Zero-Shot Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5412
GraphMaster: Automated Graph Synthesis via LLM Agents in Data-Limited Environments
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4907
Semi-off-Policy Reinforcement Learning for Vision-Language Slow-Thinking Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4609
Restage4D: Reanimating Deformable 3D Reconstruction from a Single Video
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1810
Doctor Approved: Generating Medically Accurate Skin Disease Images through AI-Expert Feedback
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Trust Region Reward Optimization and Proximal Inverse Reward Optimization Algorithm
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4810
Few-Shot Learning from Gigapixel Images via Hierarchical Vision-Language Alignment and Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2015
Group-in-Group Policy Optimization for LLM Agent Training
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2308
Provable Ordering and Continuity in Vision-Language Pretraining for Generalizable Embodied Agents
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2503
Improving Data Efficiency for LLM Reinforcement Fine-tuning Through Difficulty-targeted Online Data Selection and Rollout Replay
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5016
Prompt-guided Disentangled Representation for Action Recognition
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #912
Thompson Sampling in Function Spaces via Neural Operators
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5200
Diff-ICMH: Harmonizing Machine and Human Vision in Image Compression with Generative Prior
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1612
Reaction Prediction via Interaction Modeling of Symmetric Difference Shingle Sets
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4811
ControlFusion: A Controllable Image Fusion Network with Language-Vision Degradation Prompts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #502
Geometry-Aware Collaborative Multi-Solutions Optimizer for Model Fine-Tuning with Parameter Efficiency
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #213
Leveraging Conditional Dependence for Efficient World Model Denoising
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #212
Dynamics-Aligned Latent Imagination in Contextual World Models for Zero-Shot Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4416
Accelerating Parallel Diffusion Model Serving with Residual Compression
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #713
Optimizing the Unknown: Black Box Bayesian Optimization with Energy-Based Model and Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2001
Metis: A Foundation Speech Generation Model with Masked Generative Pre-training
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #304
Horizon Reduction Makes RL Scalable
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3614
When and how can inexact generative models still sample from the data manifold?
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2208
Far from the Shallow: Brain-Predictive Reasoning Embedding through Residual Disentanglement
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #809
Partial Correlation Network Estimation by Semismooth Newton Methods
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3609
Scaling Speculative Decoding with Lookahead Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3906
Ditch the Denoiser: Emergence of Noise Robustness in Self-Supervised Learning from Data Curriculum
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
V2V: Scaling Event-Based Vision through Efficient Video-to-Voxel Simulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2112
Identifying interactions across brain areas while accounting for individual-neuron dynamics with a Transformer-based variational autoencoder
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #901
Power Lines: Scaling laws for weight decay and batch size in LLM pre-training
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4605
WildCAT3D: Appearance-Aware Multi-View Diffusion in the Wild
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4706
MemEIC: A Step Toward Continual and Compositional Knowledge Editing
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3617
Training-Free Constrained Generation With Stable Diffusion Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #301
Memory-Enhanced Neural Solvers for Routing Problems
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4612
Towards Dynamic 3D Reconstruction of Hand-Instrument Interaction in Ophthalmic Surgery
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #314
$Q\sharp$: Provably Optimal Distributional RL for LLM Post-Training
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2005
Causal LLM Routing: End-to-End Regret Minimization from Observational Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4801
Decoupling Contrastive Decoding: Robust Hallucination Mitigation in Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2203
BioOSS: A Bio-Inspired Oscillatory State System with Spatio-Temporal Dynamics
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1607
Which Algorithms Have Tight Generalization Bounds?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2114
Self supervised learning for in vivo localization of microelectrode arrays using raw local field potential
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5102
HAODiff: Human-Aware One-Step Diffusion via Dual-Prompt Guidance
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1212
Unifying Proportional Fairness in Centroid and Non-Centroid Clustering
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Shapley-Based Data Valuation for Weighted $k$-Nearest Neighbors
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1812
Dual-Res Tandem Mamba-3D: Bilateral Breast Lesion Detection and Classification on Non-contrast Chest CT
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2913
Gradient-Guided Epsilon Constraint Method for Online Continual Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2300
C-NAV: Towards Self-Evolving Continual Object Navigation in Open World
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3007
Strategic Classification with Non-Linear Classifiers
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5415
Towards Resilient Safety-driven Unlearning for Diffusion Models against Downstream Fine-tuning
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #604
Spectral Estimation with Free Decompression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3706
LaM-SLidE: Latent Space Modeling of Spatial Dynamical Systems via Linked Entities
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3705
InfiGFusion: Graph-on-Logits Distillation via Efficient Gromov-Wasserstein for Model Fusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #315
Training a Scientific Reasoning Model for Chemistry
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4005
Contrastive Learning with Data Misalignment: Feature Purity, Training Dynamics and Theoretical Generalization Guarantees
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5419
Planning without Search: Refining Frontier LLMs with Offline Goal-Conditioned RL
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1201
Uncovering a Universal Abstract Algorithm for Modular Addition in Neural Networks
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1614
Amortized Sampling with Transferable Normalizing Flows
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #310
Improving Regret Approximation for Unsupervised Dynamic Environment Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #211
FANS: A Flatness-Aware Network Structure for Generalization in Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #302
Understanding Data Influence in Reinforcement Finetuning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1501
Role-aware Multi-agent Reinforcement Learning for Coordinated Emergency Traffic Control
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2613
Connecting Neural Models Latent Geometries with Relative Geodesic Representations
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3606
Quantifying Elicitation of Latent Capabilities in Language Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Statistical inference for Linear Stochastic Approximation with Markovian Noise
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #707
Private Zeroth-Order Optimization with Public Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3710
Online Feedback Efficient Active Target Discovery in Partially Observable Environments
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3610
Inv-Entropy: A Fully Probabilistic Framework for Uncertainty Quantification in Language Models
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4916
Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and Videos
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1009
World Models Should Prioritize the Unification of Physical and Social Dynamics
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4003
Stable Minima of ReLU Neural Networks Suffer from the Curse of Dimensionality: The Neural Shattering Phenomenon
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #306
Adaptive Divergence Regularized Policy Optimization for Fine-tuning Generative Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4618
ConViS-Bench: Estimating Video Similarity Through Semantic Concepts
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3203
Benign Overfitting in Single-Head Attention
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4401
FreqExit: Enabling Early-Exit Inference for Visual Autoregressive Models via Frequency-Aware Guidance
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3305
Recursive Transformer: Boosting Reasoning Ability with State Stack
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5017
SPAZER: Spatial-Semantic Progressive Reasoning Agent for Zero-shot 3D Visual Grounding
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #811
Communication-Efficient Language Model Training Scales Reliably and Robustly: Scaling Laws for DiLoCo
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4717
Towards Understanding Camera Motions in Any Video
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1405
FedGPS: Statistical Rectification Against Data Heterogeneity in Federated Learning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5306
Flexible Language Modeling in Continuous Space with Transformer-based Autoregressive Flows
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5201
Towards Implicit Aggregation: Robust Image Representation for Place Recognition in the Transformer Era
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #716
Stochastic Regret Guarantees for Online Zeroth- and First-Order Bilevel Optimization
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5513
Robust SuperAlignment: Weak-to-Strong Robustness Generalization for Vision-Language Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2410
Delving into Large Language Models for Effective Time-Series Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1206
On Fairness of Unified Multimodal Large Language Model for Image Generation
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1900
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2706
Thought Communication in Multiagent Collaboration
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1806
ChromFound: Towards A Universal Foundation Model for Single-Cell Chromatin Accessibiltiy Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3919
Rethinking Tokenized Graph Transformers for Node Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3813
GAMMA: Gated Multi-hop Message Passing for Homophily-Agnostic Node Representation in GNNs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1602
QiMeng-MuPa: Mutual-Supervised Learning for Sequential-to-Parallel Code Translation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3805
GC4NC: A Benchmark Framework for Graph Condensation on Node Classification with New Insights
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #705
Efficient Quadratic Corrections for Frank-Wolfe Algorithms
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #511
Constrained Feedback Learning for Non-Stationary Multi-Armed Bandits
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3809
Preference-driven Knowledge Distillation for Few-shot Node Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2411
Eulerian Neural Network Informed by Chemical Transport for Air Quality Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3402
Fixed-Point RNNs: Interpolating from Diagonal to Dense
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
InstructHOI: Context-Aware Instruction for Multi-Modal Reasoning in Human-Object Interaction Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1409
Let a Neural Network be Your Invariant
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #114
Enabling Differentially Private Federated Learning for Speech Recognition: Benchmarks, Adaptive Optimizers, and Gradient Clipping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3004
Beyond Last-Click: An Optimal Mechanism for Ad Attribution
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3016
On the sample complexity of semi-supervised multi-objective learning
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3518
Polyline Path Masked Attention for Vision Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3209
Improved Best-of-Both-Worlds Regret for Bandits with Delayed Feedback
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4606
PyraMotion: Attentional Pyramid-Structured Motion Integration for Co-Speech 3D Gesture Synthesis
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3707
Asymmetric Dual Self-Distillation for 3D Self-Supervised Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1604
PreFM: Online Audio-Visual Event Parsing via Predictive Future Modeling
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1309
Differentially Private Quantiles with Smaller Error
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #101
KAIROS: Scalable Model-Agnostic Data Valuation
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1802
Ctrl-DNA: Controllable Cell-Type-Specific Regulatory DNA Design via Constrained RL
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4204
Mamba Modulation: On the Length Generalization of Mamba Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2514
Glocal Information Bottleneck for Time Series Imputation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2614
Bit-swapping Oriented Twin-memory Multi-view Clustering in Lifelong Incomplete Scenarios
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #914
Re-coding for Uncertainties: Edge-awareness Semantic Concordance for Resilient Event-RGB Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2703
Covariances for Free: Exploiting Mean Distributions for Training-free Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4010
Spectral Conditioning of Attention Improves Transformer Performance
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1706
NUTS: Eddy-Robust Reconstruction of Surface Ocean Nutrients via Two-Scale Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1012
The Future Unmarked: Watermark Removal in AI-Generated Images via Next-Frame Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2515
Selective Learning for Deep Time Series Forecasting
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2409
MAESTRO : Adaptive Sparse Attention and Robust Learning for Multimodal Dynamic Time Series
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5018
PANDA: Towards Generalist Video Anomaly Detection via Agentic AI Engineer
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3415
DISCO: DISCrete nOise for Conditional Control in Text-to-Image Diffusion Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2407
A Smooth Sea Never Made a Skilled SAILOR: Robust Imitation via Learning to Search
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5011
Learning Dense Hand Contact Estimation from Imbalanced Data
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1408
Unveiling Environmental Sensitivity of Individual Gains in Influence Maximization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5508
Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2317
Hybrid Latent Representations for PDE Emulation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2803
Towards Large-Scale In-Context Reinforcement Learning by Meta-Training in Randomized Worlds
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 2
Near-Optimal Experiment Design in Linear non-Gaussian Cyclic Models
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1907
Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information Foraging
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1509
OpenCUA: Open Foundations for Computer-Use Agents
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4905
UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4408
DCI: Dual-Conditional Inversion for Boosting Diffusion-Based Image Editing
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5514
Balancing Gradient and Hessian Queries in Non-Convex Optimization
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3911
From Faults to Features: Pretraining to Learn Robust Representations against Sensor Failures
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1803
HiPoNet: A Multi-View Simplicial Complex Network for High Dimensional Point-Cloud and Single-Cell data
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1606
3D Human Pose Estimation with Muscles
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4406
Video World Models with Long-term Spatial Memory
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5209
Adaptive Quantization in Generative Flow Networks for Probabilistic Sequential Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2915
Fourier Clouds: Fast Bias Correction for Imbalanced Semi-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1809
Democratizing Clinical Risk Prediction with Cross-Cohort Cross-Modal Knowledge Transfer
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3703
On the Edge of Memorization in Diffusion Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
The Atlas of In-Context Learning: How Attention Heads Shape In-Context Retrieval Augmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5518
Knowing When to Stop: Efficient Context Processing via Latent Sufficiency Signals
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3607
Learning to Generate Human-Human-Object Interactions from Textual Descriptions
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3819
Enhancing Graph Classification Robustness with Singular Pooling
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #311
Breaking the Performance Ceiling in Reinforcement Learning requires Inference Strategies
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5104
Can NeRFs "See" without Cameras?
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4201
FedRW: Efficient Privacy-Preserving Data Reweighting for Enhancing Federated Learning of Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1908
Automated Composition of Agents: A Knapsack Approach for Agentic Component Selection
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2617
Hypergraph-Enhanced Contrastive Learning for Multi-View Clustering with Hyper-Laplacian Regularization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1102
Collective Counterfactual Explanations: Balancing Individual Goals and Collective Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3317
A Near-optimal, Scalable and Parallelizable Framework for Stochastic Bandits Robust to Adversarial Corruptions and Beyond
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4202
Distribution-Aware Tensor Decomposition for Compression of Convolutional Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 8
Hawaii: Hierarchical Visual Knowledge Transfer for Efficient Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2100
Modeling Dynamic Neural Activity by combining Naturalistic Video Stimuli and Stimulus-independent Latent Factors
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #700
Unveiling m-Sharpness Through the Structure of Stochastic Gradient Noise
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4610
Non-Line-of-Sight 3D Reconstruction with Radar
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1208
CTRL-ALT-DECEIT Sabotage Evaluations for Automated AI R&D
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5507
Incentivizing Reasoning for Advanced Instruction-Following of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #902
Q3R: Quadratic Reweighted Rank Regularizer for Effective Low-Rank Training
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5107
Autoregressive Motion Generation with Gaussian Mixture-Guided Latent Sampling
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2000
ARECHO: Autoregressive Evaluation via Chain-Based Hypothesis Optimization for Speech Multi-Metric Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #205
OctoNet: A Large-Scale Multi-Modal Dataset for Human Activity Understanding Grounded in Motion-Captured 3D Pose Labels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5504
Visual Jenga: Discovering Object Dependencies via Counterfactual Inpainting
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #602
Fisher meets Feynman: score-based variational inference with a product of experts
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4705
Unleashing the Potential of Multimodal LLMs for Zero-Shot Spatio-Temporal Video Grounding
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3902
RepGuard: Adaptive Feature Decoupling for Robust Backdoor Defense in Large Language Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #408
ForceVLA: Enhancing VLA Models with a Force-aware MoE for Contact-rich Manipulation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1410
HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5414
VCM: Vision Concept Modeling with Adaptive Vision Token Compression via Instruction Fine-Tuning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #102
Quality-Driven Curation of Remote Sensing Vision-Language Data via Learned Scoring Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4303
OmniZoom: A Universal Plug-and-Play Paradigm for Cross-Device Smooth Zoom Interpolation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1402
Keeping an Eye on LLM Unlearning: The Hidden Risk and Remedy
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4817
InfiniPot-V: Memory-Constrained KV Cache Compression for Streaming Video Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3514
DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5317
Correlated Low-Rank Adaptation for ConvNets
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4806
QuARI: Query Adaptive Retrieval Improvement
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2303
Taccel: Scaling Up Vision-based Tactile Robotics via High-performance GPU Simulation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #313
Time Reversal Symmetry for Efficient Robotic Manipulations in Deep Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4103
Think or Not? Exploring Thinking Efficiency in Large Reasoning Models via an Information-Theoretic Lens
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2109
Toward Relative Positional Encoding in Spiking Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1909
Explaining and Mitigating Crosslingual Tokenizer Inequities
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3513
TransMLA: Migrating GQA Models to MLA with Full DeepSeek Compatibility and Speedup
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #513
A Unifying View of Linear Function Approximation in Off-Policy RL Through Matrix Splitting and Preconditioning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2701
Heterogeneous Adversarial Play in Interactive Environments
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3601
Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3205
Asymptotic theory of SGD with a general learning-rate
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4109
The Leaderboard Illusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3817
Memorization in Graph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4012
Partial Information Decomposition via Normalizing Flows in Latent Gaussian Distributions
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4411
When Are Concepts Erased From Diffusion Models?
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1503
CoIDO: Efficient Data Selection for Visual Instruction Tuning via Coupled Importance-Diversity Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4111
Alternating Gradient Flows: A Theory of Feature Learning in Two-layer Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3802
Spectral Analysis of Diffusion Models with Application to Schedule Design
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5111
Representation-Level Counterfactual Calibration for Debiased Zero-Shot Recognition
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4908
Hierarchical Semantic-Augmented Navigation: Optimal Transport and Graph-Driven Reasoning for Vision-Language Navigation
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4915
Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4404
ViewPoint: Panoramic Video Generation with Pretrained Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1813
Timely Clinical Diagnosis through Active Test Selection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1611
LLM Meets Diffusion: A Hybrid Framework for Crystal Material Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5106
Looking Into the Water by Unsupervised Learning of the Surface Shape
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1109
ElliCE: Efficient and Provably Robust Algorithmic Recourse via the Rashomon Sets
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1704
PIPE: Physics-Informed Position Encoding for Alignment of Satellite Images and Time Series in Typhoon Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2301
Real-World Reinforcement Learning of Active Perception Behaviors
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #702
Stochastic Momentum Methods for Non-smooth Non-Convex Finite-Sum Coupled Compositional Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5202
Unified Algorithms for RL with Decision-Estimation Coefficients: PAC, Reward-Free, Preference-Based Learning, and Beyond
[
URL]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3909
Defending Multimodal Backdoored Models by Repulsive Visual Prompt Tuning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5417
AI-Researcher: Autonomous Scientific Innovation
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5309
On the Stability of Graph Convolutional Neural Networks: A Probabilistic Perspective
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #402
Learnable Burst-Encodable Time-of-Flight Imaging for High-Fidelity Long-Distance Depth Sensing
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1800
SAINT: Sequence-Aware Integration for Spatial Transcriptomics Multi-View Clustering
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2805
A High-Dimensional Statistical Method for Optimizing Transfer Quantities in Multi-Source Transfer Learning
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5502
On the Expressive Power of Mixture-of-Experts for Structured Complex Tasks
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4917
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3210
Classical Planning with LLM-Generated Heuristics: Challenging the State of the Art with Python Code
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4507
Cue3D: Quantifying the Role of Image Cues in Single-Image 3D Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4906
OpenHype: Hyperbolic Embeddings for Hierarchical Open-Vocabulary Radiance Fields
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3416
From Softmax to Score: Transformers Can Effectively Implement In-Context Denoising Steps
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5512
OmniSVG: A Unified Scalable Vector Graphics Generation Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5007
SGAR: Structural Generative Augmentation for 3D Human Motion Retrieval
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4402
REGen: Multimodal Retrieval-Embedded Generation for Long-to-Short Video Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5100
GOATex: Geometry & Occlusion-Aware Texturing
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2115
Does Object Binding Naturally Emerge in Large Pretrained Vision Transformers?
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #104
EnzyControl: Adding Functional and Substrate-Specific Control for Enzyme Backbone Generation
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1010
Knowledge Distillation Detection for Open-weights Models
[
Slides]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5400
EvoBrain: Dynamic Multi-Channel EEG Graph Modeling for Time-Evolving Brain Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5416
Non-Asymptotic Guarantees for Average-Reward Q-Learning with Adaptive Stepsizes
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3519
Linear Differential Vision Transformer: Learning Visual Contrasts via Pairwise Differentials
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #103
Analyzing Similarity Metrics for Data Selection for Language Model Pretraining
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3405
Alleviating Hallucinations in Large Language Models through Multi-Model Contrastive Decoding and Dynamic Hallucination Detection
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4002
Better NTK Conditioning: A Free Lunch from (ReLU) Nonlinear Activation in Wide Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1002
SDPGO: Efficient Self-Distillation Training Meets Proximal Gradient Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4105
LLM Layers Immediately Correct Each Other
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
IMPACT: Irregular Multi-Patch Adversarial Composition Based on Two‑Phase Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3801
PID-controlled Langevin Dynamics for Faster Sampling of Generative Models
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3516
What are you sinking? A geometric approach on attention sink
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5002
Segment Anything Model Meets Semi-supervised Medical Image Segmentation: A Novel Perspective
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4108
RidgeLoRA: Matrix Ridge Enhanced Low-Rank Adaptation of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2406
A Practical Guide for Incorporating Symmetry in Diffusion Policy
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1615
HollowFlow: Efficient Sample Likelihood Evaluation using Hollow Message Passing
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5402
A Geometry-Aware Metric for Mode Collapse in Time Series Generative Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1011
Incentivizing Desirable Effort Profiles in Strategic Classification: The Role of Causality and Uncertainty
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #305
Process vs. Outcome Reward: Which is Better for Agentic RAG Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3814
Disentangling Hyperedges through the Lens of Category Theory
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1306
GASP: Efficient Black-Box Generation of Adversarial Suffixes for Jailbreaking LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3611
BREAD: Branched Rollouts from Expert Anchors Bridge SFT & RL for Reasoning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4914
Less Is More, but Where? Dynamic Token Compression via LLM-Guided Keyframe Prior
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Limitations of Normalization in Attention
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5511
Can MLLMs Absorb Math Reasoning Abilities from LLMs as Free Lunch?
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1705
Causal Climate Emulation with Bayesian Filtering
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Proximalized Preference Optimization for Diverse Feedback Types: A Decomposed Perspective on DPO
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #806
Improving Generalization of Neural Combinatorial Optimization for Vehicle Routing Problems via Test-Time Projection Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3015
Principled Long-Tailed Generative Modeling via Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #312
Learning Preferences without Interaction for Cooperative AI: A Hybrid Offline-Online Approach
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Unifying and Enhancing Graph Transformers via a Hierarchical Mask Framework
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5418
Not All Data are Good Labels: On the Self-supervised Labeling for Time Series Forecasting
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2600
Learning Counterfactual Outcomes Under Rank Preservation
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #708
Solving Discrete (Semi) Unbalanced Optimal Transport with Equivalent Transformation Mechanism and KKT-Multiplier Regularization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2601
A Cautionary Tale on Integrating Studies with Disparate Outcome Measures for Causal Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3406
Quartet: Native FP4 Training Can Be Optimal for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2905
Controlled Visual Hallucination via Thalamus-Driven Decoupling Network for Domain Adaptation of Black-Box Predictors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #600
Training-Free Bayesianization for Low-Rank Adapters of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3903
Uncertainty Quantification for Deep Regression using Contextualised Normalizing Flows
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3301
Accelerating Block Coordinate Descent for LLM Finetuning via Landscape Expansion
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2413
ShapeX: Shapelet-Driven Post Hoc Explanations for Time Series Classification Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #900
Sign-In to the Lottery: Reparameterizing Sparse Training
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2002
Codifying Character Logic in Role-Playing
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5314
Understanding Parametric and Contextual Knowledge Reconciliation within Large Language Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
A unified framework for establishing the universal approximation of transformer-type architectures
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3913
Impact of Layer Norm on Memorization and Generalization in Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2707
Exploring Structural Degradation in Dense Representations for Self-supervised Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5411
UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2210
FAIR Universe HiggsML Uncertainty Dataset and Competition
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #802
Purity Law for Neural Routing Problem Solvers with Enhanced Generalizability
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5207
DyFlow: Dynamic Workflow Framework for Agentic Reasoning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2705
Minimal Semantic Sufficiency Meets Unsupervised Domain Generalization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4017
Flatness is Necessary, Neural Collapse is Not: Rethinking Generalization via Grokking
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3716
System-Embedded Diffusion Bridge Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4211
Adaptive LoRA Experts Allocation and Selection for Federated Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1811
RAD: Towards Trustworthy Retrieval-Augmented Multi-modal Clinical Diagnosis
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3517
Delta Attention: Fast and Accurate Sparse Attention Inference by Delta Correction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5301
Unveiling Extraneous Sampling Bias with Data Missing-Not-At-Random
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Toward a Unified Geometry Understanding : Riemannian Diffusion Framework for Graph Generation and Prediction
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2311
SpiderSolver: A Geometry-Aware Transformer for Solving PDEs on Complex Geometries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Soft-consensual Federated Learning for Data Heterogeneity via Multiple Paths
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1211
Truth over Tricks: Measuring and Mitigating Shortcut Learning in Misinformation Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1001
Per-Architecture Training-Free Metric Optimization for Neural Architecture Search
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4808
Efficient Rectified Flow for Image Fusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #607
Non-equilibrium Annealed Adjoint Sampler
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4805
GUIDED: Granular Understanding via Identification, Detection, and Discrimination for Fine-Grained Open-Vocabulary Object Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4517
LightFair: Towards an Efficient Alternative for Fair T2I Diffusion via Debiasing Pre-trained Text Encoders
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4815
UniTok: a Unified Tokenizer for Visual Generation and Understanding
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3905
Fuz-RL: A Fuzzy-Guided Robust Framework for Safe Reinforcement Learning under Uncertainty
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4410
RepLDM: Reprogramming Pretrained Latent Diffusion Models for High-Quality, High-Efficiency, High-Resolution Image Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2506
SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks
[
Slides]
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3515
Learning Linear Attention in Polynomial Time
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Computational Hardness of Reinforcement Learning with Partial $q^{\pi}$-Realizability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3709
Gemstones: A Model Suite for Multi-Faceted Scaling Laws
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3008
Metritocracy: Representative Metrics for Lite Benchmarks
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4818
On Epistemic Uncertainty of Visual Tokens for Object Hallucinations in Large Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5307
Scalable Exploration via Ensemble++
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2611
Theory-Driven Label-Specific Representation for Incomplete Multi-View Multi-Label Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2110
AI-Generated Video Detection via Perceptual Straightening
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1613
Unified all-atom molecule generation with neural fields
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2003
Distilling LLM Agent into Small Models with Retrieval and Code Tools
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4903
OmniSegmentor: A Flexible Multi-Modal Learning Framework for Semantic Segmentation
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3511
Compress, Gather, and Recompute: REFORMing Long-Context Processing in Transformers
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5109
Language Model Behavioral Phases are Consistent Across Architecture, Training Data, and Scale
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1515
FailureSensorIQ: A Multi-Choice QA Dataset for Understanding Sensor Relationships and Failure Modes
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4205
Aligning Text-to-Image Diffusion Models to Human Preference by Classification
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4518
EditInfinity: Image Editing with Binary-Quantized Generative Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2907
CTSketch: Compositional Tensor Sketching for Scalable Neurosymbolic Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1209
EVOREFUSE: Evolutionary Prompt Optimization for Evaluation and Mitigation of LLM Over-Refusal to Pseudo-Malicious Instructions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1406
DiffEye: Diffusion-Based Continuous Eye-Tracking Data Generation Conditioned on Natural Images
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3207
Mean-Field Sampling for Cooperative Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4902
Seg-VAR:Image Segmentation with Visual Autoregressive Modeling
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #401
Intrinsic Benefits of Categorical Distributional Loss: Uncertainty-aware Regularized Exploration in Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1814
Towards Generalizable Retina Vessel Segmentation with Deformable Graph Priors
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
ECO: Evolving Core Knowledge for Efficient Transfer
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4209
Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2900
Matching Markets Meet LLMs: Algorithmic Reasoning with Ranked Preferences
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2405
Human-assisted Robotic Policy Refinement via Action Preference Optimization
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1700
AlphaFold Database Debiasing for Robust Inverse Folding
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5000
Stratify or Die: Rethinking Data Splits in Image Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3411
Adaptive Latent-Space Constraints in Personalized Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4918
Find your Needle: Small Object Image Retrieval via Multi-Object Attention Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #407
Planning with Quantized Opponent Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4412
StateSpaceDiffuser: Bringing Long Context to Diffusion World Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5210
Measuring the Faithfulness of Thinking Drafts in Large Reasoning Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1100
Dense SAE Latents Are Features, Not Bugs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4819
R1-ShareVL: Incentivizing Reasoning Capabilities of Multimodal Large Language Models via Share-GRPO
[
Slides]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2516
Learning to Factorize Spatio-Temporal Foundation Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #504
Multilevel neural simulation-based inference
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #406
Scalable Neural Incentive Design with Parameterized Mean-Field Approximation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Improving the Straight-Through Estimator with Zeroth-Order Information
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4608
Test3R: Learning to Reconstruct 3D at Test Time
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5110
Boosting Skeleton-based Zero-Shot Action Recognition with Training-Free Test-Time Adaptation
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #904
FFN Fusion: Rethinking Sequential Computation in Large Language Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5401
Non-rectangular Robust MDPs with Normed Uncertainty Sets
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1313
Controlling The Spread of Epidemics on Networks with Differential Privacy
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4016
Emergence and scaling laws in SGD learning of shallow neural networks
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1000
A Regularized Newton Method for Nonconvex Optimization with Global and Local Complexity Guarantees
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4419
InstanceAssemble: Layout-Aware Image Generation via Instance Assembling Attention
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3013
Selective Omniprediction and Fair Abstention
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4309
VideoUFO: A Million-Scale User-Focused Dataset for Text-to-Video Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4913
MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1609
Rationalized All-Atom Protein Design with Unified Multi-Modal Bayesian Flow
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5302
Eagle 2.5: Boosting Long-Context Post-Training for Frontier Vision-Language Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2107
Neurons as Detectors of Coherent Sets in Sensory Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3701
Support Vector Generation: Kernelizing Large Language Models for Efficient Zero‑Shot NLP
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3807
Effects of Dropout on Performance in Long-range Graph Learning Tasks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1411
The Mirage of Performance Gains: Why Contrastive Decoding Fails to Mitigate Object Hallucinations in MLLMs?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5319
Beyond Single-Task: Robust Multi-Task Length Generalization for LLMs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
HoloLLM: Multisensory Foundation Model for Language-Grounded Human Sensing and Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1404
BAM-ICL: Causal Hijacking In-Context Learning with Budgeted Adversarial Manipulation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #206
Structural Entropy Guided Agent for Detecting and Repairing Knowledge Deficiencies in LLMs
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3407
InfiFPO: Implicit Model Fusion via Preference Optimization in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #715
NPN: Non-Linear Projections of the Null-Space for Imaging Inverse Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1807
GeneFlow: Translation of Single-cell Gene Expression to Histopathological Images via Rectified Flow
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2101
Efficient Training of Minimal and Maximal Low-Rank Recurrent Neural Networks
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2011
Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM Systems
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #910
Modality-Aware SAM: Sharpness-Aware-Minimization Driven Gradient Modulation for Harmonized Multimodal Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2004
Retrieval is Not Enough: Enhancing RAG through Test-Time Critique and Optimization
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5516
MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5405
CSBrain: A Cross-scale Spatiotemporal Brain Foundation Model for EEG Decoding
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1713
Controllable 3D Molecular Generation for Structure-Based Drug Design Through Bayesian Flow Networks and Gradient Integration
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2211
ConStellaration: A dataset of QI-like stellarator plasma boundaries and optimization benchmarks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #812
ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2504
Mitigating Instability in High Residual Adaptive Sampling for PINNs via Langevin Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #209
Flattening Hierarchies with Policy Bootstrapping
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2307
Fast-in-Slow: A Dual-System VLA Model Unifying Fast Manipulation within Slow Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1207
Grounding Language with Vision: A Conditional Mutual Information Calibrated Decoding Strategy for Reducing Hallucinations in LVLMs
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4611
Repurposing Marigold for Zero-Shot Metric Depth Estimation via Defocus Blur Cues
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3413
The Primacy of Magnitude in Low-Rank Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3800
Diffusion on Demand: Selective Caching and Modulation for Efficient Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2006
Hyper-Modality Enhancement for Multimodal Sentiment Analysis with Missing Modalities
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2204
Predicting Functional Brain Connectivity with Context-Aware Deep Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2402
PointMapPolicy: Structured Point Cloud Processing for Multi-Modal Imitation Learning
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4418
GenColor: Generative and Expressive Color Enhancement with Pixel-Perfect Texture Preservation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2914
HQA-VLAttack: Towards High Quality Adversarial Attack on Vision-Language Pre-Trained Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2309
DEAL: Diffusion Evolution Adversarial Learning for Sim-to-Real Transfer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2207
Are Large Language Models Sensitive to the Motives Behind Communication?
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4008
Identifiability of Deep Polynomial Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5208
CF-VLM:CounterFactual Vision-Language Fine-tuning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5003
Robust Egocentric Referring Video Object Segmentation via Dual-Modal Causal Intervention
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1517
When Models Know More Than They Can Explain: Quantifying Knowledge Transfer in Human-AI Collaboration
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4302
CoT-lized Diffusion: Let's Reinforce T2I Generation Step-by-step
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #507
Optimal Adjustment Sets for Nonparametric Estimation of Weighted Controlled Direct Effect
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3308
Multi-modal contrastive learning adapts to intrinsic dimensions of shared latent variables
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3312
On the Hardness of Conditional Independence Testing In Practice
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2704
A Compressive-Expressive Communication Framework for Compositional Representations
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3310
Generalized Top-k Mallows Model for Ranked Choices
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3202
Tradeoffs between Mistakes and ERM Oracle Calls in Online and Transductive Online Learning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4015
Learning to Add, Multiply, and Execute Algorithmic Instructions Exactly with Neural Networks
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4919
Watch and Listen: Understanding Audio-Visual-Speech Moments with Multimodal LLM
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4814
SAMA: Towards Multi-Turn Referential Grounded Video Chat with Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4312
OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1512
RealMath: A Continuous Benchmark for Evaluating Language Models on Research-Level Mathematics
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4619
Toward a Vision-Language Foundation Model for Medical Data: Multimodal Dataset and Benchmarks for Vietnamese PET/CT Report Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #115
Puzzles: Unbounded Video-Depth Augmentation for Scalable End-to-End 3D Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1914
AVerImaTeC: A Dataset for Automatic Verification of Image-Text Claims with Evidence from the Web
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2013
EyeBench: Predictive Modeling from Eye Movements in Reading
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
SSRB: Direct Natural Language Querying to Massive Heterogeneous Semi-Structured Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1912
Toward Engineering AGI: Benchmarking the Engineering Design Capabilities of LLMs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2212
GlobalTomo: A global dataset for physics-ML seismic wavefield modeling and FWI
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1307
Jailbreak-AudioBench: In-Depth Evaluation and Analysis of Jailbreak Threats for Large Audio Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3804
RDB2G-Bench: A Comprehensive Benchmark for Automatic Graph Modeling of Relational Databases
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1902
ReliabilityRAG: Effective and Provably Robust Defense for RAG-based Web-Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
MUVR: A Multi-Modal Untrimmed Video Retrieval Benchmark with Multi-Level Visual Correspondence
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4308
UniRelight: Learning Joint Decomposition and Synthesis for Video Relighting
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5005
MomentSeeker: A Task-Oriented Benchmark For Long-Video Moment Retrieval
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4715
DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3914
TransferBench: Benchmarking Ensemble-based Black-box Transfer Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5206
DetectiumFire: A Comprehensive Multi-modal Dataset Bridging Vision and Language for Fire Understanding
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3501
MJ-Bench: Is Your Multimodal Reward Model Really a Good Judge for Text-to-Image Generation?
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4615
DAVE: Diagnostic benchmark for Audio Visual Evaluation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #109
AGI-Elo: How Far Are We From Mastering A Task?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4904
UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised Compensation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3907
Consensus-Robust Transfer Attacks via Parameter and Representation Perturbations
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5413
SpatialReasoner: Towards Explicit and Generalizable 3D Spatial Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #703
Zeroth-Order Optimization Finds Flat Minima
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3708
ALTo: Adaptive-Length Tokenizer for Autoregressive Mask Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #704
Optimistic Online-to-Batch Conversions for Accelerated Convergence and Universality
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3711
Learnable Sampler Distillation for Discrete Diffusion Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #501
Collaborative and Confidential Junction Trees for Hybrid Bayesian Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5409
C3PO: Optimized Large Language Model Cascades with Probabilistic Cost Constraints for Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2609
Counterfactual Image Editing with Disentangled Causal Latent Space
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1108
Contimask: Explaining Irregular Time Series via Perturbations in Continuous Time
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #908
Small Batch Size Training for Language Models: When Vanilla SGD Works, and Why Gradient Accumulation is Wasteful
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5305
AdvPrefix: An Objective for Nuanced LLM Jailbreaks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2104
Quantifying Task-relevant Similarities in Representations Using Decision Variable Correlations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4207
GeoRanker: Distance-Aware Ranking for Worldwide Image Geolocalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1107
A Unified Framework for Provably Efficient Algorithms to Estimate Shapley Values
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1714
Ambient Proteins - Training Diffusion Models on Noisy Structures
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2512
Investigating Hallucinations of Time Series Foundation Models through Signal Subspace Analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2106
Spike-timing-dependent Hebbian learning as noisy gradient descent
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1004
PseuZO: Pseudo-Zeroth-Order Algorithm for Training Deep Neural Networks
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #701
Streaming Stochastic Submodular Maximization with On-Demand User Requests
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Information Theoretic Learning for Diffusion Models with Warm Start
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1805
Learning Crossmodal Interaction Patterns via Attributed Bipartite Graphs for Single-Cell Omics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3512
Accurate KV Cache Eviction via Anchor Direction Projection for Efficient LLM Inference
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
One-Step is Enough: Sparse Autoencoders for Text-to-Image Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2804
Mixed-Sample SGD: an End-to-end Analysis of Supervised Transfer Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4519
PolyJuice Makes It Real: Black-Box, Universal Red Teaming for Synthetic Image Detectors
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #709
MTL-KD: Multi-Task Learning Via Knowledge Distillation for Generalizable Neural Vehicle Routing Solver
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1504
MLE-STAR: Machine Learning Engineering Agent via Search and Targeted Refinement
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2111
Characterizing control between interacting subsystems with deep Jacobian estimation
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 3
Online Multi-Class Selection with Group Fairness Guarantee
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #805
Hybrid-Balance GFlowNet for Solving Vehicle Routing Problems
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3918
MaNGO — Adaptable Graph Network Simulators via Meta-Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Train with Perturbation, Infer after Merging: A Two-Stage Framework for Continual Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2010
Learning “Partner-Aware” Collaborators in Multi-Party Collaboration
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #203
A Sustainable AI Economy Needs Data Deals That Work for Generators
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #308
Coarse-to-fine Q-Network with Action Sequence for Data-Efficient Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1413
Look-Ahead Reasoning on Learning Platforms
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3504
Large Language Models Miss the Multi-agent Mark
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4703
When One Moment Isn't Enough: Multi-Moment Retrieval with Cross-Moment Interactions
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2607
Meta-D2AG: Causal Graph Learning with Interventional Dynamic Data
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2815
Two‑Stage Learning of Stabilizing Neural Controllers via Zubov Sampling and Iterative Domain Expansion
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2502
Photography Perspective Composition: Towards Aesthetic Perspective Recommendation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2906
Vertical Federated Feature Screening
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5001
ARGenSeg: Image Segmentation with Autoregressive Image Generation Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4110
Linearization Explains Fine-Tuning in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4508
Complete Structure Guided Point Cloud Completion via Cluster- and Instance-Level Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3816
Where Graph Meets Heterogeneity: Multi-View Collaborative Graph Experts
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2901
GUARD: Constructing Realistic Two-Player Matrix and Security Games for Benchmarking Game-Theoretic Algorithms
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5515
WebDancer: Towards Autonomous Information Seeking Agency
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4317
SPRINT: Enabling Interleaved Planning and Parallelized Execution in Reasoning Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2417
Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #414
Pass@K Policy Optimization: Solving Harder Reinforcement Learning Problems
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #300
Thinker: Learning to Think Fast and Slow
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #405
Inner Speech as Behavior Guides: Steerable Imitation of Diverse Behaviors for Human-AI coordination
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1505
Protein Design with Dynamic Protein Vocabulary
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #415
Reinforcement Learning with Action Chunking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5311
DeltaFormer: Unlock the state space of Transformer
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1003
Learning Memory-Enhanced Improvement Heuristics for Flexible Job Shop Scheduling
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 5
When Kernels Multiply, Clusters Unify: Fusing Embeddings with the Kronecker Product
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #200
Scaling Code-Assisted Chain-of-Thoughts and Instructions for Model Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1215
FracFace: Breaking the Visual Clues—Fractal-Based Privacy-Preserving Face Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1511
CURV: Coherent Uncertainty-Aware Reasoning in Vision-Language Models for X-Ray Report Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5407
TV-Rec: Time-Variant Convolutional Filter for Sequential Recommendation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2102
Seemingly Redundant Modules Enhance Robust Odor Learning in Fruit Flies
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2602
An Analysis of Causal Effect Estimation using Outcome Invariant Data Augmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1310
Efficient Verified Unlearning For Distillation
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4511
PartCrafter: Structured 3D Mesh Generation via Compositional Latent Diffusion Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #906
MUSTAFAR: Promoting Unstructured Sparsity for KV Cache Pruning in LLM Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1702
CGBench: Benchmarking Language Model Scientific Reasoning for Clinical Genetics Research
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2715
Random Forest Autoencoders for Guided Representation Learning
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1007
Real-Time Hyper-Personalized Generative AI Should Be Regulated to Prevent the Rise of "Digital Heroin"
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #915
Variational Learning Finds Flatter Solutions at the Edge of Stability
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1808
RAM-W600: A Multi-Task Wrist Dataset and Benchmark for Rheumatoid Arthritis
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1913
SeniorTalk: A Chinese Conversation Dataset with Rich Annotations for Super-Aged Seniors
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1303
Advancing Machine-Generated Text Detection from an Easy to Hard Supervision Perspective
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #214
Text-to-Decision Agent: Offline Meta-Reinforcement Learning from Natural Language Supervision
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #110
Why Do Multi-Agent LLM Systems Fail?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2510
Satellites Reveal Mobility: A Commuting Origin-destination Flow Generator for Global Cities
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4719
EOC-Bench: Can MLLMs Identify, Recall, and Forecast Objects in an Egocentric World?
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4000
Unveiling Transformer Perception by Exploring Input Manifolds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5204
Position: Require Frontier AI Labs To Release Small "Analog" Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #105
Graph Data Selection for Domain Adaptation: A Model-Free Approach
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1015
Military AI Needs Technically-Informed Regulation to Safeguard AI Research and its Applications
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1617
CodeAssistBench (CAB): Dataset & Benchmarking for Multi-turn Chat-Based Code Assistance
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1203
SafeVid: Toward Safety Aligned Video Large Multimodal Models
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1916
CoreaSpeech: Korean Speech Corpus via JAMO-based Coreset Selection for Efficient and Robust Korean Speech Generation
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5205
IndustryEQA: Pushing the Frontiers of Embodied Question Answering in Industrial Scenarios
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2008
Mellow: a small audio language model for reasoning
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1308
Position: If Innovation in AI systematically Violates Fundamental Rights, Is It Innovation at All?
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1815
EuroSpeech: A Multilingual Speech Corpus
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3208
Scalable Policy-Based RL Algorithms for POMDPs
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1715
E2Former: An Efficient and Equivariant Transformer with Linear-Scaling Tensor Products
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1804
Securing the Language of Life: Inheritable Watermarks from DNA Language Models to Proteins
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1703
Augmenting Biological Fitness Prediction Benchmarks with Landscapes Features from GraphFLA
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2500
CausalVerse: Benchmarking Causal Representation Learning with Configurable High-Fidelity Simulations
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2808
SMRS: advocating a unified reporting standard for surrogate models in the artificial intelligence era.
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3503
Prompting as Scientific Inquiry
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2012
CleverBirds: A Multiple-Choice Benchmark for Fine-grained Human Knowledge Tracing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4313
Sekai: A Video Dataset towards World Exploration
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1513
Evaluating Program Semantics Reasoning with Type Inference in System $F$
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4617
From Play to Replay: Composed Video Retrieval for Temporally Fine-Grained Videos
[
Slides]
[
Poster]
[
OpenReview]
Creative AI Session
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Upper Level Room 29A-D None
Creative AI Session 3
Poster Session
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Mexico City Poster Session 3
Poster Session
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E None
San Diego Poster Session 3
Talk
Thu Dec 04 11:00 AM -- 11:12 AM (PST) @ Exhibit Hall A,B None
Reasoning in Motion: How Agents Learn to Think
Talk
Thu Dec 04 11:15 AM -- 11:27 AM (PST) @ Exhibit Hall A,B None
Takes two to Tangle: showcasing an experimentation platform with the focus on collaboration and ease of editing
Talk
Thu Dec 04 11:30 AM -- 11:42 AM (PST) @ Exhibit Hall A,B None
LFM2: Capable and efficient on-device multimodal foundation models.
Talk
Thu Dec 04 11:45 AM -- 11:57 AM (PST) @ Exhibit Hall A,B None
tsuzumi: Advanced and Sovereign Japanese LLM
Talk
Thu Dec 04 12:15 PM -- 12:27 PM (PST) @ Exhibit Hall A,B None
Ling 2.0 and Ling-1T: Scaling Knowledge-Enhanced Large Language Models for Reasoning and Efficiency
Talk
Thu Dec 04 12:30 PM -- 12:42 PM (PST) @ Exhibit Hall A,B None
Exhibitor Talk - Thomson Reuters
Talk
Thu Dec 04 12:45 PM -- 12:57 PM (PST) @ Exhibit Hall A,B None
ATOM: RBC’s proprietary AI Foundation Model for Financial Services
Break
Thu Dec 04 01:00 PM -- 02:30 PM (PST) None
Hosted Lunch
Talk
Thu Dec 04 01:00 PM -- 01:12 PM (PST) @ Exhibit Hall A,B None
Exhibitor Talk - Intuit
Talk
Thu Dec 04 01:15 PM -- 01:27 PM (PST) @ Exhibit Hall A,B None
Exhibitor Talk - Datadog
Talk
Thu Dec 04 01:30 PM -- 01:42 PM (PST) @ Exhibit Hall A,B None
Exhibitor Talk - Boson.AI Talk to me - engineering conversational intelligence
Talk
Thu Dec 04 01:45 PM -- 01:57 PM (PST) @ Exhibit Hall A,B None
Unify Vector and Relational Search for Smarter, Faster Applications
Break
Thu Dec 04 02:00 PM -- 02:45 PM (PST) @ Foyer None
Coffee Break
Talk
Thu Dec 04 02:00 PM -- 02:12 PM (PST) @ Exhibit Hall A,B None
Semantic latent variables inference for improved generative modeling
Mexico City Invited Talk
Thu Dec 04 02:30 PM -- 03:30 PM (PST) @ Don Alberto 1 None
On the Science of “Alien Intelligences”: Evaluating Cognitive Capabilities in Babies, Animals, and AI
San Diego Invited Talk
Thu Dec 04 02:30 PM -- 03:30 PM (PST) @ Exhibit Hall F,G,H None
On the Science of “Alien Intelligences”: Evaluating Cognitive Capabilities in Babies, Animals, and AI
Oral
Thu Dec 04 03:30 PM -- 03:50 PM (PST) @ Upper Level Ballroom 6AB None
Exploring Diffusion Transformer Designs via Grafting
[
OpenReview]
Oral
Thu Dec 04 03:30 PM -- 03:50 PM (PST) @ Upper Level Ballroom 6CDEF None
In Search of Adam’s Secret Sauce
[
OpenReview]
Oral
Thu Dec 04 03:30 PM -- 03:50 PM (PST) @ Exhibit Hall F,G,H None
A is for Absorption: Studying Feature Splitting and Absorption in Sparse Autoencoders
[
OpenReview]
Oral
Thu Dec 04 03:30 PM -- 03:50 PM (PST) @ Upper Level Ballroom 20D None
MaxSup: Overcoming Representation Collapse in Label Smoothing
[
Slides]
[
OpenReview]
Mexico City Oral
Thu Dec 04 03:30 PM -- 03:50 PM (PST) @ Don Alberto 2 None
Exploring Diffusion Transformer Designs via Grafting
Mexico City Oral
Thu Dec 04 03:30 PM -- 03:50 PM (PST) @ Don Alberto 1 None
A is for Absorption: Studying Feature Splitting and Absorption in Sparse Autoencoders
Mexico City Oral
Thu Dec 04 03:30 PM -- 03:50 PM (PST) @ Don Alberto 4 None
In Search of Adam’s Secret Sauce
San Diego Position Paper Panel
Thu Dec 04 03:30 PM -- 04:00 PM (PST) @ Upper Level Ballroom 20AB None
Responsible AI Research & Unlearning: From Consent to Compliance to Critique
Mexico City Position Paper Panel
Thu Dec 04 03:30 PM -- 04:00 PM (PST) @ Don Alberto 2 None
Responsible AI Research & Unlearning: From Consent to Compliance to Critique
San Diego Oral Session
Thu Dec 04 03:30 PM -- 04:30 PM (PST) @ Exhibit Hall F,G,H None
Oral 4A Language Model 2
Mexico City Oral Session
Thu Dec 04 03:30 PM -- 04:30 PM (PST) @ Don Alberto 1 None
Oral 4A Language Model 2
Mexico City Oral Session
Thu Dec 04 03:30 PM -- 04:30 PM (PST) @ Don Alberto 2 None
Oral 4B Generation/Simulation 2
San Diego Oral Session
Thu Dec 04 03:30 PM -- 04:30 PM (PST) @ Upper Level Ballroom 6AB None
Oral 4B Generation/Simulation 2
Mexico City Oral Session
Thu Dec 04 03:30 PM -- 04:30 PM (PST) @ Don Alberto 3 None
Oral 4C Position Paper Panels
San Diego Oral Session
Thu Dec 04 03:30 PM -- 04:30 PM (PST) @ Upper Level Ballroom 20AB None
Oral 4C Position Paper Panels
San Diego Oral Session
Thu Dec 04 03:30 PM -- 04:30 PM (PST) @ Upper Level Ballroom 6CDEF None
Oral 4D Optimization
Mexico City Oral Session
Thu Dec 04 03:30 PM -- 04:30 PM (PST) @ Don Alberto 4 None
Oral 4D Optimization
San Diego Oral Session
Thu Dec 04 03:30 PM -- 04:30 PM (PST) @ Upper Level Ballroom 20D None
Oral 4E Algorithm 2
Talk
Thu Dec 04 03:30 PM -- 03:42 PM (PST) @ Exhibit Hall A,B None
Empowering Financial Services with Trustworthy Frontier AI at Wells Fargo
Talk
Thu Dec 04 03:45 PM -- 03:57 PM (PST) @ Exhibit Hall A,B None
Exhibitor Talk - Lightning AI
Oral
Thu Dec 04 03:50 PM -- 04:10 PM (PST) @ Upper Level Ballroom 6CDEF None
Analog In-memory Training on General Non-ideal Resistive Elements: The Impact of Response Functions
[
OpenReview]
Mexico City Oral
Thu Dec 04 03:50 PM -- 04:10 PM (PST) @ Don Alberto 1 None
Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
Oral
Thu Dec 04 03:50 PM -- 04:10 PM (PST) @ Upper Level Ballroom 20D None
Advancing Expert Specialization for Better MoE
[
OpenReview]
Oral
Thu Dec 04 03:50 PM -- 04:10 PM (PST) @ Exhibit Hall F,G,H None
Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
[
OpenReview]
Mexico City Oral
Thu Dec 04 03:50 PM -- 04:10 PM (PST) @ Don Alberto 4 None
Analog In-memory Training on General Non-ideal Resistive Elements: The Impact of Response Functions
Oral
Thu Dec 04 03:50 PM -- 04:10 PM (PST) @ Upper Level Ballroom 6AB None
Deep Compositional Phase Diffusion for Long Motion Sequence Generation
[
OpenReview]
Mexico City Oral
Thu Dec 04 03:50 PM -- 04:10 PM (PST) @ Don Alberto 2 None
Deep Compositional Phase Diffusion for Long Motion Sequence Generation
Mexico City Position Paper Panel
Thu Dec 04 04:00 PM -- 04:30 PM (PST) @ Don Alberto 2 None
Strengthening the AI Research Ecosystem: Integrity, Critique, and Consensus
San Diego Position Paper Panel
Thu Dec 04 04:00 PM -- 04:30 PM (PST) @ Upper Level Ballroom 20AB None
Strengthening the AI Research Ecosystem: Integrity, Critique, and Consensus
Talk
Thu Dec 04 04:00 PM -- 04:12 PM (PST) @ Exhibit Hall A,B None
Scaling Agentic AI with Compute Orchestration and Local Runners
Oral
Thu Dec 04 04:10 PM -- 04:30 PM (PST) @ Upper Level Ballroom 6AB None
Mean Flows for One-step Generative Modeling
[
OpenReview]
Oral
Thu Dec 04 04:10 PM -- 04:30 PM (PST) @ Upper Level Ballroom 6CDEF None
Generalized Gradient Norm Clipping & Non-Euclidean $(L_0,L_1)$-Smoothness
[
OpenReview]
Oral
Thu Dec 04 04:10 PM -- 04:30 PM (PST) @ Upper Level Ballroom 20D None
Learning to Learn with Contrastive Meta-Objective
[
OpenReview]
Oral
Thu Dec 04 04:10 PM -- 04:30 PM (PST) @ Exhibit Hall F,G,H None
Superposition Yields Robust Neural Scaling
[
OpenReview]
Mexico City Oral
Thu Dec 04 04:10 PM -- 04:30 PM (PST) @ Don Alberto 4 None
Generalized Gradient Norm Clipping & Non-Euclidean $(L_0,L_1)$-Smoothness
Mexico City Oral
Thu Dec 04 04:10 PM -- 04:30 PM (PST) @ Don Alberto 1 None
Superposition Yields Robust Neural Scaling
Mexico City Oral
Thu Dec 04 04:10 PM -- 04:30 PM (PST) @ Don Alberto 2 None
Mean Flows for One-step Generative Modeling
Talk
Thu Dec 04 04:15 PM -- 04:27 PM (PST) @ Exhibit Hall A,B None
Building an Open Agentic Future
Break
Thu Dec 04 04:30 PM -- 05:30 PM (PST) None
Coffee Break
Creative AI Panel
Thu Dec 04 04:30 PM -- 05:30 PM (PST) @ Upper Level Room 30A-E None
Objects of AI
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4415
VGGT-SLAM: Dense RGB SLAM Optimized on the SL(4) Manifold
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1513
TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1610
TITAN: A Trajectory-Informed Technique for Adaptive Parameter Freezing in Large-Scale VQE
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3514
GSPN-2: Efficient Parallel Sequence Modeling
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5518
Self Forcing: Bridging the Train-Test Gap in Autoregressive Video Diffusion
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4514
MesaTask: Towards Task-Driven Tabletop Scene Generation via 3D Spatial Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1911
L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1800
DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4909
Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2412
RHYTHM: Reasoning with Hierarchical Temporal Tokenization for Human Mobility
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3719
MURKA: Multi-Reward Reinforcement Learning with Knowledge Alignment for Optimization Tasks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5016
FlexEvent: Towards Flexible Event-Frame Object Detection at Varying Operational Frequencies
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3814
TAMI: Taming Heterogeneity in Temporal Interactions for Temporal Graph Link Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4503
Unifying Appearance Codes and Bilateral Grids for Driving Scene Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1905
Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4408
WorldWeaver: Generating Long-Horizon Video Worlds via Rich Perception
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5019
Rethinking Scale-Aware Temporal Encoding for Event-based Object Detection
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3713
Neptune-X: Active X-to-Maritime Generation for Universal Maritime Object Detection
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1205
Adaptive Defense against Harmful Fine-Tuning for Large Language Models via Bayesian Data Scheduler
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4810
Rare Text Semantics Were Always There in Your Diffusion Transformer
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5306
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5414
Radial Attention: $\mathcal{O}(n\log n)$ Sparse Attention with Energy Decay for Long Video Generation
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4806
3DLLM-Mem: Long-Term Spatial-Temporal Memory for Embodied 3D Large Language Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3519
Reinforcement Learning Teachers of Test Time Scaling
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4616
VL-SAE: Interpreting and Enhancing Vision-Language Alignment with a Unified Concept Set
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4509
Rectified Point Flow: Generic Point Cloud Pose Estimation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4410
Hierarchical Fine-grained Preference Optimization for Physically Plausible Video Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4102
Normal-Abnormal Guided Generalist Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #307
In-Context Fully Decentralized Cooperative Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4008
DartQuant: Efficient Rotational Distribution Calibration for LLM Quantization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4818
COS3D: Collaborative Open-Vocabulary 3D Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4515
NopeRoomGS: Indoor 3D Gaussian Splatting Optimization without Camera Pose Input
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4506
KaRF: Weakly-Supervised Kolmogorov-Arnold Networks-based Radiance Fields for Local Color Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4513
GeGS-PCR: Fast and Robust Color 3D Point Cloud Registration with Two-Stage Geometric-3DGS Fusion
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4716
Towards Reliable and Holistic Visual In-Context Learning Prompt Selection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2002
Skrull: Towards Efficient Long Context Fine-tuning through Dynamic Data Scheduling
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4707
Prioritizing Perception-Guided Self-Supervision: A New Paradigm for Causal Modeling in End-to-End Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1802
RadarQA: Multi-modal Quality Analysis of Weather Radar Forecasts
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3808
Relieving the Over-Aggregating Effect in Graph Transformers
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5012
PMQ-VE: Progressive Multi-Frame Quantization for Video Enhancement
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5409
Quadratic Coreset Selection: Certifying and Reconciling Sequence and Token Mining for Efficient Instruction Tuning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4507
Orientation-anchored Hyper-Gaussian for 4D Reconstruction from Casual Videos
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2007
Edit Less, Achieve More: Dynamic Sparse Neuron Masking for Lifelong Knowledge Editing in LLMs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5313
HumanCrafter: Synergizing Generalizable Human Reconstruction and Semantic 3D Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1604
Each Complexity Deserves a Pruning Policy
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1904
Lua-LLM: Learning Unstructured-Sparsity Allocation for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1715
Accurately Predicting Protein Mutational Effects via a Hierarchical Many-Body Attention Network
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4719
Retrv-R1: A Reasoning-Driven MLLM Framework for Universal and Efficient Multimodal Retrieval
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1400
Geometric Imbalance in Semi-Supervised Node Classification
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4914
Denoising Trajectory Biases for Zero-Shot AI-Generated Image Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4908
DSRF: A Dynamic and Scalable Reasoning Framework for Solving RPMs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5015
RigAnyFace: Scaling Neural Facial Mesh Auto-Rigging with Unlabeled Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4800
PC-Net: Weakly Supervised Compositional Moment Retrieval via Proposal-Centric Network
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1203
Fair Deepfake Detectors Can Generalize
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4801
Vision Function Layer in Multimodal LLMs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4617
Eyes Wide Open: Ego Proactive Video-LLM for Streaming Video
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #715
An Adaptive Algorithm for Bilevel Optimization on Riemannian Manifolds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
SPICED: A Synaptic Homeostasis-Inspired Framework for Unsupervised Continual EEG Decoding
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5302
SSR: Enhancing Depth Perception in Vision-Language Models via Rationale-Guided Spatial Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1012
Interpreting Arithmetic Reasoning in Large Language Models using Game-Theoretic Interactions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4305
Force Prompting: Video Generation Models Can Learn And Generalize Physics-based Control Signals
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4601
ZPressor: Bottleneck-Aware Compression for Scalable Feed-Forward 3DGS
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #910
BIPNN: Learning to Solve Binary Integer Programming via Hypergraph Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4401
Balanced Conic Rectified Flow
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3415
PoLAR: Polar-Decomposed Low-Rank Adapter Representation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5014
Learning Differential Pyramid Representation for Tone Mapping
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3608
Transformer Copilot: Learning from The Mistake Log in LLM Fine-tuning
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2400
From Experts to a Generalist: Toward General Whole-Body Control for Humanoid Robots
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4602
Novel View Synthesis from A Few Glimpses via Test-Time Natural Video Completion
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5319
Personalized Image Editing in Text-to-Image Diffusion Models via Collaborative Direct Preference Optimization
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2611
Incomplete Multi-view Clustering via Hierarchical Semantic Alignment and Cooperative Completion
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5507
Moment- and Power-Spectrum-Based Gaussianity Regularization for Text-to-Image Models
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4811
OmniResponse: Online Multimodal Conversational Response Generation in Dyadic Interactions
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4402
SplitFlow: Flow Decomposition for Inversion-Free Text-to-Image Editing
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #909
Generalized Gradient Norm Clipping & Non-Euclidean $(L_0,L_1)$-Smoothness
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4701
Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5405
MAT-Agent: Adaptive Multi-Agent Training Optimization
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4019
Robust Hallucination Detection in LLMs via Adaptive Token Selection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2015
MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3710
Chain-of-Model Learning for Language Model
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3915
SeCon-RAG: A Two-Stage Semantic Filtering and Conflict-Free Framework for Trustworthy RAG
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3804
Generalizable Insights for Graph Transformers in Theory and Practice
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1703
Prior-Guided Flow Matching for Target-Aware Molecule Design with Learnable Atom Number
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1301
RLVR-World: Training World Models with Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4713
LongVPO: From Anchored Cues to Self-Reasoning for Long-Form Video Preference Optimization
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #107
Solving Partial Differential Equations via Radon Neural Operator
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5000
YOLOv12: Attention-Centric Real-Time Object Detectors
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5513
Domain-RAG: Retrieval-Guided Compositional Image Generation for Cross-Domain Few-Shot Object Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4516
Evaluating Robustness of Monocular Depth Estimation with Procedural Scene Perturbations
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1617
Revisiting Orbital Minimization Method for Neural Operator Decomposition
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4007
SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4712
UniViT: Unifying Image and Video Understanding in One Vision Encoder
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4807
Backpropagation-Free Test-Time Adaptation via Probabilistic Gaussian Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3005
Assessing the quality of denoising diffusion models in Wasserstein distance: noisy score and optimal bounds
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4015
Adaptive Gradient Masking for Balancing ID and MLLM-based Representations in Recommendation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1308
A Generalized Binary Tree Mechanism for Private Approximation of All-Pair Shortest Distances
[
OpenReview]
Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3601
Exploring Diffusion Transformer Designs via Grafting
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3009
Online Prediction with Limited Selectivity
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2801
Gaussian Regression-Driven Tensorized Incomplete Multi-View Clustering with Dual Manifold Regularization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4910
EA3D: Online Open-World 3D Object Extraction from Streaming Videos
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4500
TrackingWorld: World-centric Monocular 3D Tracking of Almost All Pixels
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5013
DualFocus: Depth from Focus with Spatio-Focal Dual Variational Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1115
Mitigating Sexual Content Generation via Embedding Distortion in Text-conditioned Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3502
Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint?
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3515
Titans: Learning to Memorize at Test Time
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #407
CoT Information: Improved Sample Complexity under Chain-of-Thought Supervision
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #915
Covering Multiple Objectives with a Small Set of Solutions Using Bayesian Optimization
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #602
Functional Complexity-adaptive Temporal Tensor Decomposition
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2402
DriveDPO: Policy Learning via Safety DPO For End-to-End Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4319
From Cradle to Cane: A Two-Pass Framework for High-Fidelity Lifespan Face Aging
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2302
CAML: Collaborative Auxiliary Modality Learning for Multi-Agent Systems
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Robust Federated Finetuning of LLMs via Alternating Optimization of LoRA
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3616
Neural MJD: Neural Non-Stationary Merton Jump Diffusion for Time Series Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2210
Neural Tangent Knowledge Distillation for Optical Convolutional Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4913
Looking Beyond the Known: Towards a Data Discovery Guided Open-World Object Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5500
Uncertainty-aware Preference Alignment for Diffusion Policies
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2711
Mitra: Mixed Synthetic Priors for Enhancing Tabular Foundation Models
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3404
DLoFT: Gradient-Decoupled Fine-Tuning for Generalizable Long Chain-of-Thought Reasoning
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Breakthrough Sensor-Limited Single View: Towards Implicit Temporal Dynamics for Time Series Domain Adaptation
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2508
MobileUse: A Hierarchical Reflection-Driven GUI Agent for Autonomous Mobile Operation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3702
OCN: Effectively Utilizing Higher-Order Common Neighbors for Better Link Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2807
Fréchet Geodesic Boosting
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2703
Aggregation Hides Out-of-Distribution Generalization Failures from Spurious Correlations
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1503
MLZero: A Multi-Agent System for End-to-end Machine Learning Automation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4210
FlashMo: Geometric Interpolants and Frequency-Aware Sparsity for Scalable Efficient Motion Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3006
Median Selection with Noisy and Structural Information
[
Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2704
Learning to Learn with Contrastive Meta-Objective
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5517
Integrating Drug Substructures and Longitudinal Electronic Health Records for Personalized Drug Recommendation
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1910
CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5410
Online Experimental Design With Estimation-Regret Trade-off Under Network Interference
[
Slides]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #816
Convergence Rates of Constrained Expected Improvement
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #610
Least squares variational inference
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3410
Learning to Solve Complex Problems via Dataset Decomposition
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4519
Cycle-Sync: Robust Global Camera Pose Estimation through Enhanced Cycle-Consistent Synchronization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3110
Subsampled Ensemble Can Improve Generalization Tail Exponentially
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3401
Distance Adaptive Beam Search for Provably Accurate Graph-Based Nearest Neighbor Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3102
How Many Domains Suffice for Domain Generalization? A Tight Characterization via the Domain Shattering Dimension
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2209
Improving Energy Natural Gradient Descent through Woodbury, Momentum, and Randomization
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1102
DPA: A one-stop metric to measure bias amplification in classification datasets
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5203
FlexOLMo: Open Language Models for Flexible Data Use
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3600
Training Language Models to Reason Efficiently
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3101
Normalization in Attention Dynamics
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1008
Combining Cost Constrained Runtime Monitors for AI Safety
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4318
From Programs to Poses: Factored Real-World Scene Generation via Learned Program Libraries
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #611
Informed Correctors for Discrete Diffusion Models
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #302
Heterogeneous Graph Transformers for Simultaneous Mobile Multi-Robot Task Allocation and Scheduling under Temporal Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5307
Uncoupled and Convergent Learning in Monotone Games under Bandit Feedback
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3100
Comparator-Adaptive $\Phi$-Regret: Improved Bounds, Simpler Algorithms, and Applications to Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3303
Closed-Form Training Dynamics Reveal Learned Features and Linear Structure in Word2Vec-like Models
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #810
A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #800
FlowerTune: A Cross-Domain Benchmark for Federated Fine-Tuning of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #306
High-order Interactions Modeling for Interpretable Multi-Agent Q-Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4311
A Minimalistic Unified Framework for Incremental Learning across Image Restoration Tasks
[