(2086 events) Timezone: America/Los_Angeles
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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
Mexico City Oral
Thu Dec 04 10:00 AM -- 10:20 AM (PST) @ Don Alberto 2 None
Auto-Compressing Networks
San Diego Oral
Thu Dec 04 10:00 AM -- 10:20 AM (PST) @ Upper Level Ballroom 6AB None
Auto-Compressing Networks
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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
San Diego Oral
Thu Dec 04 10:00 AM -- 10:20 AM (PST) @ Upper Level Ballroom 20D None
Identifiability of Deep Polynomial Neural Networks
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Slides]
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OpenReview]
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?
San Diego 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
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OpenReview]
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?
San Diego Oral
Thu Dec 04 10:00 AM -- 10:20 AM (PST) @ Exhibit Hall F,G,H None
State Entropy Regularization for Robust Reinforcement Learning
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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
Mexico City Oral Session
Thu Dec 04 10:00 AM -- 11:00 AM (PST) @ Don Alberto 3 None
Oral 3C Position Paper Orals
San Diego Oral Session
Thu Dec 04 10:00 AM -- 11:00 AM (PST) @ Upper Level Ballroom 20AB None
Oral 3C Position Paper Orals
San Diego Oral Session
Thu Dec 04 10:00 AM -- 11:00 AM (PST) @ Upper Level Ballroom 6CDEF None
Oral 3D Application 2
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 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
San Diego Oral
Thu Dec 04 10:20 AM -- 10:40 AM (PST) @ Exhibit Hall F,G,H None
A Clean Slate for Offline Reinforcement Learning
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OpenReview]
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
San Diego 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
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OpenReview]
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 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
San Diego 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
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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
San Diego 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
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OpenReview]
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
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) @ Exhibit Hall F,G,H None
Breaking the Performance Ceiling in Reinforcement Learning requires Inference Strategies
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OpenReview]
San Diego 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
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OpenReview]
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"
San Diego 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
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OpenReview]
San Diego Oral
Thu Dec 04 10:40 AM -- 11:00 AM (PST) @ Upper Level Ballroom 20D None
Learning Linear Attention in Polynomial Time
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OpenReview]
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 #2914
HQA-VLAttack: Towards High Quality Adversarial Attack on Vision-Language Pre-Trained Models
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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
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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
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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
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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
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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
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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
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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
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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
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2701
Heterogeneous Adversarial Play in Interactive Environments
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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
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3603
Information-Theoretic Discrete Diffusion
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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
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Poster]
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Poster]
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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
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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
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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
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 7
Orthogonal Contrastive Learning for Multi-Representation fMRI Analysis
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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?
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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
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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
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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
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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
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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?
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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
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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
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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
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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
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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
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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?
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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
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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
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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
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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
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3817
Memorization in Graph Neural Networks
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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
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5406
Inference-time Alignment in Continuous Space
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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
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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
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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
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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
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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
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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
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2317
Hybrid Latent Representations for PDE Emulation
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3314
Offline imitation learning in $Q^\pi$-realizable MDPs without expert realizability
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2708
Understanding Contrastive Learning via Gaussian Mixture Models
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3007
Strategic Classification with Non-Linear Classifiers
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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
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4319
Think before Recommendation: Autonomous Reasoning-enhanced Recommender
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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
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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
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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
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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
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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
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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
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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
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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
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #505
Distance-informed Neural Processes
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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
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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?
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Poster]
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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
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4600
Instant4D: 4D Gaussian Splatting in Minutes
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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 on Generative Models
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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
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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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
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #612
Rao-Blackwellised Reparameterisation Gradients
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1200
FACE: Faithful Automatic Concept Extraction
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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?
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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]
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
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Poster]
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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
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Poster]
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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
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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
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1815
EuroSpeech: A Multilingual Speech Corpus
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Poster]
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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
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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
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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
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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
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Poster]
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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
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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
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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
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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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
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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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
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Slides]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Slides]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #209
Flattening Hierarchies with Policy Bootstrapping
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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
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Slides]
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Poster]
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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
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Slides]
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Poster]
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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
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Slides]
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Poster]
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1505
Protein Design with Dynamic Protein Vocabulary
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Slides]
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Poster]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4301
EchoShot: Multi-Shot Portrait Video Generation
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Poster]
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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
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Slides]
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Poster]
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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
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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
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4011
Is Grokking a Computational Glass Relaxation?
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Slides]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Slides]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3713
Neural Entropy
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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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
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5417
AI-Researcher: Autonomous Scientific Innovation
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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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
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Poster]
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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
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Slides]
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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
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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
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Poster]
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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
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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
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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
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Poster]
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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
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2706
Thought Communication in Multiagent Collaboration
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4105
LLM Layers Immediately Correct Each Other
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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
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Poster]
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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
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URL]
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
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Poster]
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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
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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
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OpenReview]
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
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Poster]
[
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.
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Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3503
Prompting as Scientific Inquiry
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Poster]
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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
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4109
The Leaderboard Illusion
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Slides]
[
Poster]
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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
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Slides]
[
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
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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
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Poster]
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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
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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
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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 $F$
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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
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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
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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
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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
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Poster]
[
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
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Slides]
[
Poster]
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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
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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
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Poster]
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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
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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
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Poster]
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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
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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
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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
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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
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2610
DGCBench: A Deep Graph Clustering Benchmark
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Slides]
[
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
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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
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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
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Poster]
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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
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Poster]
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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
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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
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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
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Poster]
[
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
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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
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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
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Slides]
[
Poster]
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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
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Slides]
[
Poster]
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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
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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?
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1909
Explaining and Mitigating Crosslingual Tokenizer Inequities
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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
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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
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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
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Poster]
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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
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Slides]
[
Poster]
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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
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Slides]
[
Poster]
[
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
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Poster]
[
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
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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
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Poster]
[
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
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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
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Slides]
[
Poster]
[
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
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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
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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) @ Exhibit Hall C,D,E #409
Spectral Learning for Infinite-Horizon Average-Reward POMDPs
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Poster]
[
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
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Slides]
[
Poster]
[
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]
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
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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 #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 #2612
A TRIANGLE Enables Multimodal Alignment Beyond Cosine Similarity
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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
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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 #1114
IPAD: Inverse Prompt for AI Detection - A Robust and Interpretable LLM-Generated Text Detector
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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
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Slides]
[
Poster]
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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?
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Slides]
[
Poster]
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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
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Slides]
[
Poster]
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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
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Poster]
[
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
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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
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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
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Slides]
[
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 #4108
RidgeLoRA: Matrix Ridge Enhanced Low-Rank Adaptation of Large Language Models
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Poster]
[
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
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4509
LiteReality: Graphic-Ready 3D Scene Reconstruction from RGB-D Scans
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Poster]
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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
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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
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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
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Poster]
[
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
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Poster]
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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
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Slides]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Slides]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Slides]
[
Poster]
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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
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1413
Look-Ahead Reasoning on Learning Platforms
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Slides]
[
Poster]
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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
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2600
Learning Counterfactual Outcomes Under Rank Preservation
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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
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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
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Slides]
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Poster]
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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
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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 #1112
Detecting High-Stakes Interactions with Activation Probes
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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
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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
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Slides]
[
Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3602
Traversal Verification for Speculative Tree Decoding
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
[
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
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Poster]
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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
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Slides]
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Poster]
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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
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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
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Poster]
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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
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4506
IBGS: Image-Based Gaussian Splatting
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Slides]
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Poster]
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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
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Slides]
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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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
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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
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Poster]
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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
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Slides]
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Poster]
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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
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
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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
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Fair Matroid Selection
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Poster]
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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
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Slides]
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Slides]
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Poster]
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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
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2603
Non-Stationary Structural Causal Bandits
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Poster]
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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
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Poster]
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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
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Poster]
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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
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4503
Flux4D: Flow-based Unsupervised 4D Reconstruction
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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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
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Poster]
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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
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Doubly Robust Alignment for Large Language Models
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
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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
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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
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Slides]
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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
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Poster]
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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
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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
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Slides]
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1614
Amortized Sampling with Transferable Normalizing Flows
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Poster]
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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]
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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
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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]
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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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OpenReview]
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
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Slides]
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #407
Planning with Quantized Opponent Models
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5307
Scalable Exploration via Ensemble++
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #101
KAIROS: Scalable Model-Agnostic Data Valuation
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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 #3611
BREAD: Branched Rollouts from Expert Anchors Bridge SFT & RL for Reasoning
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
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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 #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 #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 #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 #1406
DiffEye: Diffusion-Based Continuous Eye-Tracking Data Generation Conditioned on Natural Images
[
Slides]
[
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 #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 #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 #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 #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 #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 #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 #2506
SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks
[
Slides]
[
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) @ 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 #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 #1010
Knowledge Distillation Detection for Open-weights Models
[
Slides]
[
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 #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 #4804
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
[
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]
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]
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]
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 #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 #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 #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 #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 #4901
Novel Class Discovery for Point Cloud Segmentation via Joint Learning of Causal Representation and Reasoning
[
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 #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) @ 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 #2606
Score-informed Neural Operator for Enhancing Ordering-based Causal Discovery
[
Poster]
[
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]
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) @ 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 #2800
Exploiting Task Relationships in Continual Learning via Transferability-Aware Task Embeddings
[
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 #3618
Continuous Diffusion Model for Language Modeling
[
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]
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 #1207
Grounding Language with Vision: A Conditional Mutual Information Calibrated Decoding Strategy for Reducing Hallucinations in LVLMs
[
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 #5013
TOMCAT: Test-time Comprehensive Knowledge Accumulation for Compositional Zero-Shot Learning
[
Slides]
[
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 #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 #3719
Pairwise Optimal Transports for Training All-to-All Flow-Based Condition Transfer Model
[
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) @ 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) @ 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 #2607
Meta-D2AG: Causal Graph Learning with Interventional Dynamic Data
[
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 #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 #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 #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 #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 #1705
Causal Climate Emulation with Bayesian Filtering
[
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]
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 #2105
Flexible inference for animal learning rules using neural networks
[
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]
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 #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 #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 #5404
Video-R1: Reinforcing Video Reasoning in MLLMs
[
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 #607
Non-equilibrium Annealed Adjoint Sampler
[
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]
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 #3815
Pseudo-Riemannian Graph Transformer
[
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 #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 #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 #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 #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 #4813
Seeing is Believing? Mitigating OCR Hallucinations in Multimodal Large Language Models
[
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 #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) @ 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 #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 #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 #3508
Understanding Differential Transformer Unchains Pretrained Self-Attentions
[
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 #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 #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 #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 #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 #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 #2102
Seemingly Redundant Modules Enhance Robust Odor Learning in Fruit Flies
[
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 #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 #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 #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 #608
Fast Non-Log-Concave Sampling under Nonconvex Equality and Inequality Constraints with Landing
[
Slides]
[
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) @ 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 #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 #812
ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive
[
Slides]
[
Poster]
[
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
[
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 #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 #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) @ 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 #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 #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 #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 #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 #2203
BioOSS: A Bio-Inspired Oscillatory State System with Spatio-Temporal Dynamics
[
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 #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 #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 #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 #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 #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) @ 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 #5415
Towards Resilient Safety-driven Unlearning for Diffusion Models against Downstream Fine-tuning
[
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 #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 #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 #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 #900
Sign-In to the Lottery: Reparameterizing Sparse Training
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Poster]
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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
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Poster]
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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
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1103
CHiQPM: Calibrated Hierarchical Interpretable Image Classification
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Poster]
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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
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Poster]
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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
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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
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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
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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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
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Slides]
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Poster]
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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
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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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
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Poster]
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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
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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
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #302
Understanding Data Influence in Reinforcement Finetuning
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2906
Vertical Federated Feature Screening
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Poster]
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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
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Poster]
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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
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Poster]
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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
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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
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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
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5518
Language Models (Mostly) Know When to Stop Reading
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Slides]
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5517
Generative Pre-trained Autoregressive Diffusion Transformer
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1606
3D Human Pose Estimation with Muscles
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1310
Efficient Verified Unlearning For Distillation
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3008
Metritocracy: Representative Metrics for Lite Benchmarks
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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
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Poster]
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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
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Poster]
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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
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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
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Slides]
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Poster]
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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
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5515
WebDancer: Towards Autonomous Information Seeking Agency
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Poster]
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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
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #201
Hyperbolic Dataset Distillation
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Slides]
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Poster]
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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?
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Poster]
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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
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Poster]
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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
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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
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Slides]
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Poster]
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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
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
ECO: Evolving Core Knowledge for Efficient Transfer
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5509
Variational Supervised Contrastive Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3203
Benign Overfitting in Single-Head Attention
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Poster]
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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
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #508
Synthetic-powered predictive inference
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #601
Rethinking Approximate Gaussian Inference in Classification
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Poster]
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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
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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
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1309
Differentially Private Quantiles with Smaller Error
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Slides]
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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
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #913
Online Portfolio Selection with ML Predictions
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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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
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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
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Slides]
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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?
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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
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #610
Neurosymbolic Diffusion Models
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #604
Spectral Estimation with Free Decompression
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Slides]
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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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
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Poster]
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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
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Slides]
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Poster]
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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
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2404
Reinventing Multi-Agent Collaboration through Gaussian-Image Synergy in Diffusion Policies
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 1
Dynamic Diffusion Schrödinger Bridge in Astrophysical Observational Inversions
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Slides]
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Poster]
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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 #1214
DataSIR: A Benchmark Dataset for Sensitive Information Recognition
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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]
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 #2300
C-NAV: Towards Self-Evolving Continual Object Navigation in Open World
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Poster]
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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
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Slides]
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Poster]
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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
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Slides]
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Poster]
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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?
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Slides]
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Poster]
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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
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Poster]
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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 #1004
PseuZO: Pseudo-Zeroth-Order Algorithm for Training Deep Neural Networks
[
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
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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
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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
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Poster]
[
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
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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]
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) @ Exhibit Hall C,D,E #4518
EditInfinity: Image Editing with Binary-Quantized Generative Models
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
[
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
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Poster]
[
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 #3414
Scaling Laws for Optimal Data Mixtures
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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
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Slides]
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Poster]
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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
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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?
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Poster]
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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 #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 #1814
Towards Generalizable Retina Vessel Segmentation with Deformable Graph Priors
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Poster]
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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
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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
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Poster]
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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
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Slides]
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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
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Poster]
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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]
Oral Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2710
Auto-Compressing Networks
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Slides]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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 #4305
MJ-Video: Benchmarking and Rewarding Video Generation with Fine-Grained Video Preference
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Slides]
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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?
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Slides]
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Poster]
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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
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Slides]
[
Poster]
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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
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Poster]
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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]
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
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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?
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Slides]
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Poster]
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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
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Poster]
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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
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Poster]
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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 #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 #4909
PARTONOMY: Large Multimodal Models with Part-Level Visual Understanding
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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"
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Poster]
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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]
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 #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 #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 #5408
Smooth Quadratic Prediction Markets
[
Slides]
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Poster]
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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 #504
Multilevel neural simulation-based inference
[
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
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5317
Correlated Low-Rank Adaptation for ConvNets
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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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
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Slides]
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Poster]
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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
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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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?
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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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
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Slides]
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Poster]
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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
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Poster]
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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]
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
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1508
Tail-Optimized Caching for LLM Inference
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #304
Horizon Reduction Makes RL Scalable
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3305
Improving Formal Reasoning of Transformer with State Stack
[
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]
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 #907
Differentiable Sparsity via $D$-Gating: Simple and Versatile Structured Penalization
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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
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Poster]
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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
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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
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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
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Poster]
[
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
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Poster]
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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
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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
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Slides]
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Poster]
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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
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Poster]
[
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 #313
Time Reversal Symmetry for Efficient Robotic Manipulations in Deep Reinforcement Learning
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Slides]
[
Poster]
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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]
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]
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
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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
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Poster]
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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
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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
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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
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Poster]
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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
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1312
Private Statistical Estimation via Truncation
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Poster]
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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
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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
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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
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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
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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
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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
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Poster]
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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
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Poster]
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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
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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
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Poster]
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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
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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
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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
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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
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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
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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
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Slides]
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2909
SHGR: A Generalized Maximal Correlation Coefficient
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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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
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Poster]
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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
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Slides]
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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Spotlight Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1710
Flash Invariant Point Attention
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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
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Poster]
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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
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Poster]
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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
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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
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Poster]
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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
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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
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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
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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
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Slides]
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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
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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
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Poster]
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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
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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
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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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?
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Slides]
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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
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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
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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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
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Poster]
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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
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Poster]
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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
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Poster]
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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
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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
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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
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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
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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
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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
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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
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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
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5512
OmniSVG: A Unified Scalable Vector Graphics Generation Model
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #613
Uncertainty Estimation by Flexible Evidential Deep Learning
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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
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Poster]
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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
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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
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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
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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
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Poster]
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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
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Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2911
A$^3$E: Towards Compositional Model Editing
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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
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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
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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
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2908
Exploiting Dynamic Sparsity in Einsum
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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OpenReview]
Poster
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Limitations of Normalization in Attention
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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
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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
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4806
QuARI: Query Adaptive Retrieval Improvement
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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
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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
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Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1305
SteerConf: Steering LLMs for Confidence Elicitation
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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
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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
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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
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Poster]
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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
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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
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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
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Poster]
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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 #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 #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 #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 #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 #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 #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) @ 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) @ 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) @ Don Alberto 4 None
Revealing Multimodal Causality with Large Language Models
[
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 #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 #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 #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 #2002
Codifying Character Logic in Role-Playing
[
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 #5104
Can NeRFs "See" without Cameras?
[
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 #3703
On the Edge of Memorization in Diffusion Models
[
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) @ 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 #410
Learning Interactive World Model for Object-Centric Reinforcement Learning
[
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]
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 #506
Temporal-Difference Variational Continual Learning
[
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 #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 #2309
DEAL: Diffusion Evolution Adversarial Learning for Sim-to-Real Transfer
[
Slides]
[
Poster]
[
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 #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 #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 #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 #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 #4818
On Epistemic Uncertainty of Visual Tokens for Object Hallucinations in Large Vision-Language Models
[
Slides]
[
Poster]
[
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 #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 #5102
HAODiff: Human-Aware One-Step Diffusion via Dual-Prompt Guidance
[
Poster]
[
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]
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 #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 #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 #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 #804
Improved Algorithms for Overlapping and Robust Clustering of Edge-Colored Hypergraphs: An LP-Based Combinatorial Approach
[
Poster]
[
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 #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 #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 #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 #4307
CamEdit: Continuous Camera Parameter Control for Photorealistic Image Editing
[
Slides]
[
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 #4702
With Limited Data for Multimodal Alignment, Let the STRUCTURE Guide You
[
Slides]
[
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]
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 #4419
InstanceAssemble: Layout-Aware Image Generation via Instance Assembling Attention
[
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 #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 #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 #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 #2411
Eulerian Neural Network Informed by Chemical Transport for Air Quality Forecasting
[
Slides]
[
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 #3709
Gemstones: A Model Suite for Multi-Faceted Scaling Laws
[
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 #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 #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 #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 #5106
Looking Into the Water by Unsupervised Learning of the Surface Shape
[
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) @ Exhibit Hall C,D,E None
San Diego Poster Session 3
Poster Session
Thu Dec 04 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Mexico City 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
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
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
Mexico City Oral
Thu Dec 04 03:30 PM -- 03:50 PM (PST) @ Don Alberto 4 None
In Search of Adam’s Secret Sauce
Mexico City Oral
Thu Dec 04 03:30 PM -- 03:50 PM (PST) @ Don Alberto 2 None
Exploring Diffusion Transformer Designs via Grafting
San Diego Oral
Thu Dec 04 03:30 PM -- 03:50 PM (PST) @ Upper Level Ballroom 6CDEF None
In Search of Adam’s Secret Sauce
[
OpenReview]
San Diego 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]
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
San Diego Oral
Thu Dec 04 03:30 PM -- 03:50 PM (PST) @ Upper Level Ballroom 6AB None
Exploring Diffusion Transformer Designs via Grafting
[
OpenReview]
San Diego Oral
Thu Dec 04 03:30 PM -- 03:50 PM (PST) @ Upper Level Ballroom 20D None
MaxSup: Overcoming Representation Collapse in Label Smoothing
[
OpenReview]
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
San Diego Oral Session
Thu Dec 04 03:30 PM -- 04:30 PM (PST) @ Upper Level Ballroom 20AB None
Oral 4C Position Paper Panels
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 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
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
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 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
San Diego 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]
San Diego Oral
Thu Dec 04 03:50 PM -- 04:10 PM (PST) @ Upper Level Ballroom 20D None
Advancing Expert Specialization for Better MoE
[
OpenReview]
San Diego 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]
San Diego 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]
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
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
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
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 4 None
Generalized Gradient Norm Clipping & Non-Euclidean $(L_0,L_1)$-Smoothness
San Diego Oral
Thu Dec 04 04:10 PM -- 04:30 PM (PST) @ Exhibit Hall F,G,H None
Superposition Yields Robust Neural Scaling
[
OpenReview]
San Diego Oral
Thu Dec 04 04:10 PM -- 04:30 PM (PST) @ Upper Level Ballroom 20D None
Learning to Learn with Contrastive Meta-Objective
[
OpenReview]
San Diego Oral
Thu Dec 04 04:10 PM -- 04:30 PM (PST) @ Upper Level Ballroom 6AB None
Mean Flows for One-step Generative Modeling
[
OpenReview]
Mexico City Oral
Thu Dec 04 04:10 PM -- 04:30 PM (PST) @ Don Alberto 2 None
Mean Flows for One-step Generative Modeling
San Diego 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]
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 #2505
Improving Target Sound Extraction via Disentangled Codec Representations with Privileged Knowledge Distillation
[
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 #4803
Learning from Videos for 3D World: Enhancing MLLMs with 3D Vision Geometry Priors
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #903
AutoRedTeamer: Autonomous Red Teaming with Lifelong Attack Integration
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1103
SafeVLA: Towards Safety Alignment of Vision-Language-Action Model via Constrained Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #216
Dyn-O: Building Structured World Models with Object-Centric Representations
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2009
Correlation Dimension of Autoregressive Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3703
Adjusted Count Quantification Learning on Graphs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #813
ESCORT: Efficient Stein-variational and Sliced Consistency-Optimized Temporal Belief Representation for POMDPs
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2612
Flow Equivariant Recurrent Neural Networks
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #501
Latent Chain-of-Thought for Visual Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3903
Neural Collapse in Cumulative Link Models for Ordinal Regression: An Analysis with Unconstrained Feature Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2316
EddyFormer: Accelerated Neural Simulations of Three-Dimensional Turbulence at Scale
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #211
Mind the GAP! The Challenges of Scale in Pixel-based Deep Reinforcement Learning
[
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 #702
ALE-Bench: A Benchmark for Long-Horizon Objective-Driven Algorithm Engineering
[
Slides]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4411
Semantic and Visual Crop-Guided Diffusion Models for Heterogeneous Tissue Synthesis in Histopathology
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Leveraging robust optimization for llm alignment under distribution shifts
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2506
GUI-Reflection: Empowering Multimodal GUI Models with Self-Reflection Behavior
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #703
Learning with Statistical Equality Constraints
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Poster]
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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
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2713
A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5318
ChartSketcher: Reasoning with Multimodal Feedback and Reflection for Chart Understanding
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3913
A Geometrical Analysis of Kernel Ridge Regression and its Applications
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Poster]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1007
MIX: A Multi-view Time-Frequency Interactive Explanation Framework for Time Series Classification
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #713
Finding Low-Rank Matrix Weights in DNNs via Riemannian Optimization: RAdaGrad and RAdamW
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Poster]
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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
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #104
Generative Caching for Structurally Similar Prompts and Responses
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4919
LoMix: Learnable Weighted Multi-Scale Logits Mixing for Medical Image Segmentation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3614
Linearly Constrained Diffusion Implicit Models
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #502
Learning to Condition: A Neural Heuristic for Scalable MPE Inference
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Rope to Nope and Back Again: A New Hybrid Attention Strategy
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5011
Quantum Visual Fields with Neural Amplitude Encoding
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3709
Topology-aware Graph Diffusion Model with Persistent Homology
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2413
Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation
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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
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4401
Balanced Conic Rectified Flow
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2205
DAAC: Discrepancy-Aware Adaptive Contrastive Learning for Medical Time series
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #603
Score-Based Diffusion Modeling for Nonparametric Empirical Bayes in Heteroscedastic Gaussian Mixtures
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2415
TRACE: Grounding Time Series in Context for Multimodal Embedding and Retrieval
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2011
SolverLLM: Leveraging Test-Time Scaling for Optimization Problem via LLM-Guided Search
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1907
AVCD: Mitigating Hallucinations in Audio-Visual Large Language Models through Contrastive Decoding
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3310
Preference-based Reinforcement Learning beyond Pairwise Comparisons: Benefits of Multiple Options
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5406
UFT: Unifying Supervised and Reinforcement Fine-Tuning
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4717
VIBE: Annotation-Free Video-to-Text Information Bottleneck Evaluation for TL;DR
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1502
VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5317
R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1613
MolVision: Molecular Property Prediction with Vision Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #414
SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3200
Robust Regression of General ReLUs with Queries
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2700
Scalable Signature Kernel Computations via Local Neumann Series Expansions
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4610
MME-VideoOCR: Evaluating OCR-Based Capabilities of Multimodal LLMs in Video Scenarios
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #308
Bayesian Ego-graph inference for Networked Multi-Agent Reinforcement Learning
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4108
LASeR: Learning to Adaptively Select Reward Models with Multi-Arm Bandits
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Poster]
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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
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2502
Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4006
Complexity Scaling Laws for Neural Models using Combinatorial Optimization
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Robust Graph Condensation via Classification Complexity Mitigation
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4605
Hyperphantasia: A Benchmark for Evaluating the Mental Visualization Capabilities of Multimodal LLMs
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1111
Obliviator Reveals the Cost of Nonlinear Guardedness in Concept Erasure
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5007
GPLQ: A General, Practical, and Lightning QAT Method for Vision Transformers
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5418
Optimizing Anytime Reasoning via Budget Relative Policy Optimization
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5516
Orient Anything V2: Unifying Orientation and Rotation Understanding
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1906
Lifelong Safety Alignment for Language Models
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2112
Decomposing motor units through elimination for real-time intention driven assistive neurotechnology
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #207
Offline Actor-Critic for Average Reward MDPs
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4609
MONITRS: Multimodal Observations of Natural Incidents Through Remote Sensing
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OpenReview]
Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1307
Machine Unlearning Doesn't Do What You Think: Lessons for Generative AI Policy and Research
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3901
L$^2$M: Mutual Information Scaling Law for Long-Context Language Modeling
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Slides]
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4203
Let Them Talk: Audio-Driven Multi-Person Conversational Video Generation
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2815
The Flood Complex: Large-Scale Persistent Homology on Millions of Points
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1408
RvLLM: LLM Runtime Verification with Domain Knowledge
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #513
Bernstein–von Mises for Adaptively Collected Data
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1302
The Unseen Threat: Residual Knowledge in Machine Unlearning under Perturbed Samples
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1001
Advancing Interpretability of CLIP Representations with Concept Surrogate Model
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2309
Adversarial Locomotion and Motion Imitation for Humanoid Policy Learning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3612
Riemannian Consistency Model
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Slides]
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Poster]
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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
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5009
Zero-shot Denoising via Neural Compression: Theoretical and algorithmic framework
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1511
Fairshare Data Pricing via Data Valuation for Large Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3818
SAFEx: Analyzing Vulnerabilities of MoE-Based LLMs via Stable Safety-critical Expert Identification
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Slides]
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Poster]
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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
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Slides]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2317
RIGNO: A Graph-based Framework For Robust And Accurate Operator Learning For PDEs On Arbitrary Domains
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2904
From Average-Iterate to Last-Iterate Convergence in Games: A Reduction and Its Applications
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5101
RAG-IGBench: Innovative Evaluation for RAG-based Interleaved Generation in Open-domain Question Answering
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2305
Self-Improving Embodied Foundation Models
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #408
Prompted Policy Search: Reinforcement Learning through Linguistic and Numerical Reasoning in LLMs
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2915
Adversarial Graph Fusion for Incomplete Multi-view Semi-supervised Learning with Tensorial Imputation
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4709
Elastic ViTs from Pretrained Models without Retraining
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #110
EffiBench-X: A Multi-Language Benchmark for Measuring Efficiency of LLM-Generated Code
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2708
Learning Task-Agnostic Representations through Multi-Teacher Distillation
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1406
HeavyWater and SimplexWater: Distortion-free LLM Watermarks for Low-Entropy Distributions
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1603
Activation-Guided Consensus Merging for Large Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1908
Creativity or Brute Force? Using Brainteasers as a Window into the Problem-Solving Abilities of Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4011
REP: Resource-Efficient Prompting for Rehearsal-Free Continual Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #411
GoalLadder: Incremental Goal Discovery with Vision-Language Models
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #609
Robust and Computation-Aware Gaussian Processes
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Poster]
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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
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4801
Vision Function Layer in Multimodal LLMs
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Poster]
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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
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Poster]
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OpenReview]
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
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3911
Just One Layer Norm Guarantees Stable Extrapolation
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3007
Any-stepsize Gradient Descent for Separable Data under Fenchel–Young Losses
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Slides]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4106
HiMoLE: Towards OOD-Robust LoRA via Hierarchical Mixture of Experts
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #506
Generator-Mediated Bandits: Thompson Sampling for GenAI-Powered Adaptive Interventions
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4400
SparseDiT: Token Sparsification for Efficient Diffusion Transformer
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #413
WHAT MAKES MATH PROBLEMS HARD FOR REINFORCEMENT LEARNING: A CASE STUDY
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #210
A-Mem: Agentic Memory for LLM Agents
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Slides]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4611
IndEgo: A Dataset of Industrial Scenarios and Collaborative Work for Egocentric Assistants
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2903
Truthful Aggregation of LLMs with an Application to Online Advertising
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #610
Least squares variational inference
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Slides]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4603
SeePhys: Does Seeing Help Thinking? – Benchmarking Vision-Based Physics Reasoning
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5419
Value-Guided Search for Efficient Chain-of-Thought Reasoning
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2715
T-REGS: Minimum Spanning Tree Regularization for Self-Supervised Learning
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Poster]
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OpenReview]
Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2615
MaxSup: Overcoming Representation Collapse in Label Smoothing
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Slides]
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Poster]
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OpenReview]
Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3717
Superposition Yields Robust Neural Scaling
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1607
Teaching Language Models to Reason with Tools
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Slides]
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Poster]
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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
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OpenReview]
Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5509
Mean Flows for One-step Generative Modeling
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3605
Remasking Discrete Diffusion Models with Inference-Time Scaling
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3505
The ML.ENERGY Benchmark: Toward Automated Inference Energy Measurement and Optimization
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OpenReview]
Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #912
In Search of Adam’s Secret Sauce
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #215
A Temporal Difference Method for Stochastic Continuous Dynamics
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1404
BridgePure: Limited Protection Leakage Can Break Black-Box Data Protection
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4002
Diversity-Aware Policy Optimization for Large Language Model Reasoning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3203
Globally Optimal Policy Gradient Algorithms for Reinforcement Learning with PID Control Policies
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Slides]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #600
CoLT: The conditional localization test for assessing the accuracy of neural posterior estimates
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4814
Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #814
Solver-Free Decision-Focused Learning for Linear Optimization Problems
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #716
Escaping saddle points without Lipschitz smoothness: the power of nonlinear preconditioning
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Slides]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4618
Generate, but Verify: Reducing Hallucination in Vision-Language Models with Retrospective Resampling
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2001
Generalizing Experience for Language Agents with Hierarchical MetaFlows
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
MSTAR: Box-free Multi-query Scene Text Retrieval with Attention Recycling
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Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5315
The Graphon Limit Hypothesis: Understanding Neural Network Pruning via Infinite Width Analysis
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1403
Abstract Rendering: Certified Rendering Under 3D Semantic Uncertainty
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1903
Audio Flamingo 3: Advancing Audio Intelligence with Fully Open Large Audio Language Models
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4418
SIU3R: Simultaneous Scene Understanding and 3D Reconstruction Beyond Feature Alignment
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4315
Chain-of-Zoom: Extreme Super-Resolution via Scale Autoregression and Preference Alignment
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3312
On the Global Optimality of Policy Gradient Methods in General Utility Reinforcement Learning
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2311
Lost in Latent Space: An Empirical Study of Latent Diffusion Models for Physics Emulation
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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
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1601
Fast-Slow Thinking GRPO for Large Vision-Language Model Reasoning
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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
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Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4310
Ambient Diffusion Omni: Training Good Models with Bad Data
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3801
Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics
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Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5104
NeurIPS should lead scientific consensus on AI policy
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4518
Jasmine: Harnessing Diffusion Prior for Self-supervised Depth Estimation
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Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1313
Can We Infer Confidential Properties of Training Data from LLMs?
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3803
L2DGCN: Learnable Enhancement and Label Selection Dynamic Graph Convolutional Networks for Mitigating Degree Bias
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #504
Stochastic Process Learning via Operator Flow Matching
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4012
FUDOKI: Discrete Flow-based Unified Understanding and Generation via Kinetic-Optimal Velocities
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #601
Amortized Variational Transdimensional Inference
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3512
Efficient Low Rank Attention for Long-Context Inference in Large Language Models
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4706
Partition-Then-Adapt: Combating Prediction Bias for Reliable Multi-Modal Test-Time Adaptation
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5301
Achieving $\tilde{\mathcal{O}}(1/N)$ Optimality Gap in Restless Bandits through Gaussian Approximation
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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
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3809
A CLT for Polynomial GNNs on Community-Based Graphs
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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
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2004
Broken Tokens? Your Language Model can Secretly Handle Non-Canonical Tokenizations
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2401
DexGarmentLab: Dexterous Garment Manipulation Environment with Generalizable Policy
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5407
Wide-Horizon Thinking and Simulation-Based Evaluation for Real-World LLM Planning with Multifaceted Constraints
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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
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4509
Rectified Point Flow: Generic Point Cloud Pose Estimation
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3807
Axial Neural Networks for Dimension-Free Foundation Models
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #512
Plasticity as the Mirror of Empowerment
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4017
ARIA: Training Language Agents with Intention-driven Reward Aggregation
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Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3105
Low-degree evidence for computational transition of recovery rate in stochastic block model
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2405
URDF-Anything: Constructing Articulated Objects with 3D Multimodal Language Model
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1509
PUO-Bench: A Panel Understanding and Operation Benchmark with A Privacy-Preserving Framework
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3103
Nonlinear Laplacians: Tunable principal component analysis under directional prior information
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1412
Debate or Vote: Which Yields Better Decisions in Multi-Agent Large Language Models?
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5503
Learning Multi-Source and Robust Representations for Continual Learning
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #509
Improving LLM General Preference Alignment via Optimistic Online Mirror Descent
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1014
Overcoming Sparsity Artifacts in Crosscoders to Interpret Chat-Tuning
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Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3716
Discrete Spatial Diffusion: Intensity-Preserving Diffusion Modeling
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5100
MedChain: Bridging the Gap Between LLM Agents and Clinical Practice with Interactive Sequence
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #714
Hamiltonian Descent Algorithms for Optimization: Accelerated Rates via Randomized Integration Time
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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
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2203
AutoToM: Scaling Model-based Mental Inference via Automated Agent Modeling
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1010
Disentangled Concepts Speak Louder Than Words: Explainable Video Action Recognition
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1210
Machine Unlearning in 3D Generation: A Perspective-Coherent Acceleration Framework
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5018
LoRATv2: Enabling Low-Cost Temporal Modeling in One-Stream Trackers
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5205
ReCon: Region-Controllable Data Augmentation with Rectification and Alignment for Object Detection
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #400
On Feasible Rewards in Multi-Agent Inverse Reinforcement Learning
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1407
Blackbox Model Provenance via Palimpsestic Membership Inference
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4417
FHGS: Feature-Homogenized Gaussian Splatting
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4501
EF-3DGS: Event-Aided Free-Trajectory 3D Gaussian Splatting
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4409
Locality in Image Diffusion Models Emerges from Data Statistics
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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
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2014
KORGym: A Dynamic Game Platform for LLM Reasoning Evaluation
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1614
RoFt-Mol: Benchmarking Robust Fine-tuning with Molecular Graph Foundation Models
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Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4105
Continuous Thought Machines
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2712
Understanding and Enhancing Mask-Based Pretraining towards Universal Representations
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1304
AgentDAM: Privacy Leakage Evaluation for Autonomous Web Agents
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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
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3912
Neural Networks Generalize on Low Complexity Data
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1109
The Right to Red-Team: Adversarial AI Literacy as a Civic Imperative in K-12 Education
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4101
MultiHuman-Testbench: Benchmarking Image Generation for Multiple Humans
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1015
OVERT: A Benchmark for Over-Refusal Evaluation on Text-to-Image Models
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #312
Factorio Learning Environment
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5103
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4915
mmWalk: Towards Multi-modal Multi-view Walking Assistance
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5102
A Technical Report on “Erasing the Invisible”: The 2024 NeurIPS Competition on Stress Testing Image Watermarks
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #311
VolleyBots: A Testbed for Multi-Drone Volleyball Game Combining Motion Control and Strategic Play
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1803
CellVerse: Do Large Language Models Really Understand Cell Biology?
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1405
VideoGameQA-Bench: Evaluating Vision-Language Models for Video Game Quality Assurance
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1701
CarbonGlobe: A Global-Scale, Multi-Decade Dataset and Benchmark for Carbon Forecasting in Forest Ecosystems
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2701
UMU-Bench: Closing the Modality Gap in Multimodal Unlearning Evaluation
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1016
Is Artificial Intelligence Generated Image Detection a Solved Problem?
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1916
SwitchLingua: The First Large-Scale Multilingual and Multi-Ethnic Code-Switching Dataset
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2310
VIKI‑R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1306
Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #112
IR-OptSet: An Optimization-Sensitive Dataset for Advancing LLM-Based IR Optimizer
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
PhysDrive: A Multimodal Remote Physiological Measurement Dataset for In-vehicle Driver Monitoring
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5006
FlareX: A Physics-Informed Dataset for Lens Flare Removal via 2D Synthesis and 3D Rendering
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4100
OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2208
PHYBench: Holistic Evaluation of Physical Perception and Reasoning in Large Language Models
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5200
MMCSBench: A Fine-Grained Benchmark for Large Vision-Language Models in Camouflage Scenes
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2513
Open CaptchaWorld: A Comprehensive Web-based Platform for Testing and Benchmarking Multimodal LLM Agents
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #809
QuestBench: Can LLMs ask the right question to acquire information in reasoning tasks?
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1305
Semantic-KG: Using Knowledge Graphs to Construct Benchmarks for Measuring Semantic Similarity
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1615
All that structure matches does not glitter
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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
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5201
RBench-V: A Primary Assessment for Visual Reasoning Models with Multimodal Outputs
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1912
T1: A Tool-Oriented Conversational Dataset for Multi-Turn Agentic Planning
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1700
GreenHyperSpectra: A multi-source hyperspectral dataset for global vegetation trait prediction
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #109
APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2410
TraffiDent: A Dataset for Understanding the Interplay Between Traffic Dynamics and Incidents
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #108
SECODEPLT: A Unified Benchmark for Evaluating the Security Risks and Capabilities of Code GenAI
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4613
InfoChartQA: A Benchmark for Multimodal Question Answering on Infographic Charts
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2411
Benchmarking Spatiotemporal Reasoning in LLMs and Reasoning Models: Capabilities and Challenges
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4413
Spik-NeRF: Spiking Neural Networks for Neural Radiance Fields
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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
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #710
Deep Legendre Transform
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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
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #116
Sample-Efficient Multi-Round Generative Data Augmentation for Long-Tail Instance Segmentation
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1303
CALM: Culturally Self-Aware Language Models
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4615
Recurrent Attention-based Token Selection for Efficient Streaming Video-LLMs
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #309
Multi-Agent Reinforcement Learning with Communication-Constrained Priors
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Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5105
Position: Machine Learning Conferences Should Establish a "Refutations and Critiques" Track
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3403
Dynamic Bundling with Large Language Models for Zero-Shot Inference on Text-Attributed Graphs
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2108
Identifying multi-compartment Hodgkin-Huxley models with high-density extracellular voltage recordings
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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
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2605
Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3000
Asymptotically Stable Quaternion-valued Hopfield-structured Neural Network with Periodic Projection-based Supervised Learning Rules
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2606
CoUn: Empowering Machine Unlearning via Contrastive Learning
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #900
Transformer Key-Value Memories Are Nearly as Interpretable as Sparse Autoencoders
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4604
From Objects to Anywhere: A Holistic Benchmark for Multi-level Visual Grounding in 3D Scenes
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1804
PerturBench: Benchmarking Machine Learning Models for Cellular Perturbation Analysis
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Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1915
HawkBench: Investigating Resilience of RAG Methods on Stratified Information-Seeking Tasks
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1909
GRIP: A Graph-Based Reasoning Instruction Producer
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2511
Resounding Acoustic Fields with Reciprocity
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1510
Machine Unlearning via Task Simplex Arithmetic
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2607
Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3002
Replicable Online pricing
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2910
Mechanism Design for LLM Fine-tuning with Multiple Reward Models
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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
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4206
Fast constrained sampling in pre-trained diffusion models
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3208
Finite Sample Analysis of Linear Temporal Difference Learning with Arbitrary Features
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3416
ModHiFi: Identifying High Fidelity predictive components for Model Modification
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1913
MRSAudio: A Large-Scale Multimodal Recorded Spatial Audio Dataset with Refined Annotations
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #310
EconGym: A Scalable AI Testbed with Diverse Economic Tasks
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #208
Uncertainty-Guided Exploration for Efficient AlphaZero Training
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #801
FLiP: Towards Comprehensive and Reliable Evaluation of Federated Prompt Learning
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4207
NEP: Autoregressive Image Editing via Next Editing Token Prediction
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1114
Black-Box Membership Inference Attack for LVLMs via Prior Knowledge-Calibrated Memory Probing
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1506
IDOL: Meeting Diverse Distribution Shifts with Prior Physics for Tropical Cyclone Multi-Task Estimation
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #815
CAMO: Convergence-Aware Multi-Fidelity Bayesian Optimization
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3503
Distributional Autoencoders Know the Score
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Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1901
Fast and Fluent Diffusion Language Models via Convolutional Decoding and Rejective Fine-tuning
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5207
Exploring the Translation Mechanism of Large Language Models
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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
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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
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3304
Hadamard Test is Sufficient for Efficient Quantum Gradient Estimation with Lie Algebraic Symmetries
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5208
Theoretical Insights into In-context Learning with Unlabeled Data
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4109
Preserving Task-Relevant Information Under Linear Concept Removal
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Poster]
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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
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2510
Self-Supervised Learning of Graph Representations for Network Intrusion Detection
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3004
How Data Mixing Shapes In-Context Learning: Asymptotic Equivalence for Transformers with MLPs
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Poster]
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Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2909
Solving Neural Min-Max Games: The Role of Architecture, Initialization & Dynamics
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #505
Spectral Convolutional Conditional Neural Process
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2414
Distilled Decoding 2: One-step Sampling of Image Auto-regressive Models with Conditional Score Distillation
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1505
BeliefMapNav: 3D Voxel-Based Belief Map for Zero-Shot Object Navigation
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4911
Accident Anticipation via Temporal Occurrence Prediction
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #614
Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration
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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
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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?
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3501
Positional Fragility in LLMs: How Offset Effects Reshape Our Understanding of Memorization Risks
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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
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4819
InstructSAM: A Training-free Framework for Instruction-Oriented Remote Sensing Object Recognition
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5008
Lattice Boltzmann Model for Learning Real-World Pixel Dynamicity
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4208
Switchable Token-Specific Codebook Quantization For Face Image Compression
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2504
Faster Generic Identification in Tree-Shaped Structural Causal Models
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OpenReview]
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4003
AdaMSS: Adaptive Multi-Subspace Approach for Parameter-Efficient Fine-Tuning
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2503
Heterogeneous Diffusion Structure Inference for Network Cascade
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4004
PIVNO: Particle Image Velocimetry Neural Operator
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2211
Hierarchical Implicit Neural Emulators
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3209
Global Convergence for Average Reward Constrained MDPs with Primal-Dual Actor Critic Algorithm
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #409
Improving Reward Models with Proximal Policy Exploration for Preference-Based Reinforcement Learning
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1300
Distributionally Robust Feature Selection
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3210
Sample Complexity of Distributionally Robust Average-Reward Reinforcement Learning
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2313
Latent Mixture of Symmetries for Sample-Efficient Dynamic Learning
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3704
Towards Pre-trained Graph Condensation via Optimal Transport
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2608
Object-Centric Concept-Bottlenecks
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #913
LoTA-QAF: Lossless Ternary Adaptation for Quantization-Aware Fine-Tuning
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #410
Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models
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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
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1612
The Catechol Benchmark: Time-series Solvent Selection Data for Few-shot Machine Learning
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3715
What's Producible May Not Be Reachable: Measuring the Steerability of Generative Models
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Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1708
FlashMD: long-stride, universal prediction of molecular dynamics
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4209
SPRO: Improving Image Generation via Self-Play
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4718
Why 1 + 1 < 1 in Visual Token Pruning: Beyond Naive Integration via Multi-Objective Balanced Covering
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4005
Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1811
MoodAngels: A Retrieval-augmented Multi-agent Framework for Psychiatry Diagnosis
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3500
Belief-Calibrated Multi-Agent Consensus Seeking for Complex NLP Tasks
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3600
Training Language Models to Reason Efficiently
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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
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4416
SyncHuman: Synchronizing 2D and 3D Generative Models for Single-view Human Reconstruction
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #802
PubSub-VFL: Towards Efficient Two-Party Split Learning in Heterogeneous Environments via Publisher/Subscriber Architecture
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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
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3514
GSPN-2: Efficient Parallel Sequence Modeling
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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
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2111
Modelling the control of offline processing with reinforcement learning
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1400
Geometric Imbalance in Semi-Supervised Node Classification
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1206
$\mathcal{X}^2$-DFD: A framework for e$\mathcal{X}$plainable and e$\mathcal{X}$tendable Deepfake Detection
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #106
Evaluating multiple models using labeled and unlabeled data
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2609
Latent Space Factorization in LoRA
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Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1514
Transstratal Adversarial Attack: Compromising Multi-Layered Defenses in Text-to-Image Models
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3405
AgentTTS: Large Language Model Agent for Test-time Compute-optimal Scaling Strategy in Complex Tasks
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2308
TopoPoint: Enhance Topology Reasoning via Endpoint Detection in Autonomous Driving
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1213
Multi-order Orchestrated Curriculum Distillation for Model-Heterogeneous Federated Graph Learning
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2307
Raw2Drive: Reinforcement Learning with Aligned World Models for End-to-End Autonomous Driving (in CARLA v2)
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1809
MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks
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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
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3006
Median Selection with Noisy and Structural Information
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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
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2509
DynaNav: Dynamic Feature and Layer Selection for Efficient Visual Navigation
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4211
UMAMI: Unifying Masked Autoregressive Models and Deterministic Rendering for View Synthesis
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3307
Neural Collapse under Gradient Flow on Shallow ReLU Networks for Orthogonally Separable Data
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3602
Nabla-R2D3: Effective and Efficient 3D Diffusion Alignment with 2D Rewards
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1113
Guiding LLM Decision-Making with Fairness Reward Models
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3603
Dependency Matters: Enhancing LLM Reasoning with Explicit Knowledge Grounding
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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
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3910
When Models Don’t Collapse: On the Consistency of Iterative MLE
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5316
Demystifying Reasoning Dynamics with Mutual Information: Thinking Tokens are Information Peaks in LLM Reasoning
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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
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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
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2802
CARE: Decoding-Time Safety Alignment via Rollback and Introspection Intervention
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5314
GAM-Agent: Game-Theoretic and Uncertainty-Aware Collaboration for Complex Visual Reasoning
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1112
T2SMark: Balancing Robustness and Diversity in Noise-as-Watermark for Diffusion Models
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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
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #209
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #916
Robust Satisficing Gaussian Process Bandits Under Adversarial Attacks
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Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3701
Stealthy Yet Effective: Distribution-Preserving Backdoor Attacks on Graph Classification
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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
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3407
SpectraLDS: Provable Distillation for Linear Dynamical Systems
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2907
Efficient Kernelized Learning in Polyhedral Games beyond Full Information: From Colonel Blotto to Congestion Games
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2803
Neural Mutual Information Estimation with Vector Copulas
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4715
Fully Spiking Neural Networks for Unified Frame-Event Object Tracking
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2707
TabSTAR: A Tabular Foundation Model for Tabular Data with Text Fields
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3306
Foundations of Top-$k$ Decoding for Language Models
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1214
Private Continual Counting of Unbounded Streams
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3513
Recurrent Self-Attention Dynamics: An Energy-Agnostic Perspective from Jacobians
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #205
Dataset Distillation for Pre-Trained Self-Supervised Vision Models
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Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5312
Improving Generative Behavior Cloning via Self-Guidance and Adaptive Chunking
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5311
Understanding Softmax Attention Layers:\\ Exact Mean-Field Analysis on a Toy Problem
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1215
Online Locally Differentially Private Conformal Prediction via Binary Inquiries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1110
From Specificity to Generality: Revisiting Generalizable Artifacts in Detecting Face Deepfakes
[
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 #1500
FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit Design
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3305
Asymptotics of SGD in Sequence-Single Index Models and Single-Layer Attention Networks
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2306
Tree-Guided Diffusion Planner
[
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 #5010
Bridging the gap to real-world language-grounded visual concept learning
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2804
Rethinking PCA Through Duality
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1314
SPFL: Sequential updates with Parallel aggregation for Enhanced Federated Learning under Category and Domain Shifts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #709
On the Sample Complexity of Differentially Private Policy Optimization
[
Poster]
[
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 #3606
Beyond Oracle: Verifier-Supervision for Instruction Hierarchy in Reasoning and Instruction-Tuned LLMs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #811
Learning-Augmented Online Bidding in Stochastic Settings
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3607
Preference Optimization by Estimating the Ratio of the Data Distribution
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5309
Noise Consistency Training: A Native Approach for One-step Generator in Learning Additional Controls
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1108
StegoZip: Enhancing Linguistic Steganography Payload in Practice with 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 #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 #3908
The Cost of Robustness: Tighter Bounds on Parameter Complexity for Robust Memorization in ReLU Nets
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Trained Mamba Emulates Online Gradient Descent in In-Context Linear Regression
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3316
Beyond Average Value Function in Precision Medicine: Maximum Probability-Driven Reinforcement Learning for Survival Analysis
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #804
Bi-Directional Communication-Efficient Stochastic FL via Remote Source Generation
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4313
Foundation Cures Personalization: Improving Personalized Models’ Prompt Consistency via Hidden Foundation Knowledge
[
Slides]
[
Poster]
[
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 #3408
Convex Potential Mirror Langevin Algorithm for Efficient Sampling of Energy-Based Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5308
LMFusion: Adapting Pretrained Language Models for Multimodal Generation
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2213
Predicting partially observable dynamical systems via diffusion models with a multiscale inference scheme
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #305
Rainbow Delay Compensation: A Multi-Agent Reinforcement Learning Framework for Mitigating Observation Delays
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3012
Stabilizing LTI Systems under Partial Observability: Sample Complexity and Fundamental Limits
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #301
Enhancing Vision-Language Model Reliability with Uncertainty-Guided Dropout Decoding
[
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 #4419
DGH: Dynamic Gaussian Hair
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3800
GMV: A Unified and Efficient Graph Multi-View Learning Framework
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5510
EquiTabPFN: A Target-Permutation Equivariant Prior Fitted Network
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1002
Automated Detection of Visual Attribute Reliance with a Self-Reflective Agent
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5501
Dynamic Siamese Expansion Framework for Improving Robustness in Online Continual 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
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4009
ShorterBetter: Guiding Reasoning Models to Find Optimal Inference Length for Efficient Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1900
System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #212
No Experts, No Problem: Avoidance Learning from Bad Demonstrations
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1801
RiverMamba: A State Space Model for Global River Discharge and Flood Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3315
An Improved Algorithm for Adversarial Linear Contextual Bandits via Reduction
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3314
Optimal Single-Policy Sample Complexity and Transient Coverage for Average-Reward Offline RL
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3409
Bi-Level Decision-Focused Causal Learning for Large-Scale Marketing Optimization: Bridging Observational and Experimental Data
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3707
HumanoidGen: Data Generation for Bimanual Dexterous Manipulation via LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3609
Deep Taxonomic Networks for Unsupervised Hierarchical Prototype Discovery
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #911
Attribution-Driven Adaptive Token Pruning for Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2303
SDTagNet: Leveraging Text-Annotated Navigation Maps for Online HD Map Construction
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3802
Learning Individual Behavior in Agent-Based Models with Graph Diffusion Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4711
ROVER: Recursive Reasoning Over Videos with Vision-Language Models for Embodied Tasks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4907
Model Editing for Vision Transformers
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1714
Space Group Equivariant Crystal Diffusion
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2214
PDEfuncta: Spectrally-Aware Neural Representation for PDE Solution Modeling
[
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]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #612
Rethinking Losses for Diffusion Bridge Samplers
[
Poster]
[
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 #4906
Mamba Only Glances Once (MOGO): A Lightweight Framework for Efficient Video Action Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #908
CodeGEMM: A Codebook-Centric Approach to Efficient GEMM in Quantized LLMs
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #701
A Learning-Augmented Dynamic Programming Approach for Orienteering Problem with Time Windows
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1713
Protein Inverse Folding From Structure Feedback
[
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) @ Exhibit Hall C,D,E #1003
On Logic-based Self-Explainable Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2107
Learning Dynamics of RNNs in Closed-Loop Environments
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2215
Mixture-of-Experts Operator Transformer for Large-Scale PDE Pre-Training
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4517
DC4GS: Directional Consistency-Driven Adaptive Density Control for 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1712
Implicit Generative Property Enhancer
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4708
Advancing Compositional Awareness in CLIP with Efficient Fine-Tuning
[
Poster]
[
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 #2301
Scaffolding Dexterous Manipulation with Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2706
Semi-Supervised Regression with Heteroscedastic Pseudo-Labels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3014
Learning from Interval Targets
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
RankMatch: A Novel Approach to Semi-Supervised Label Distribution Learning Leveraging Rank Correlation between Labels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1312
Practical Bayes-Optimal Membership Inference Attacks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2805
Estimating Model Performance Under Covariate Shift Without Labels
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #214
Asymmetric REINFORCE for off-Policy Reinforcement Learning: Balancing positive and negative rewards
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3313
Distances for Markov chains from sample streams
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5304
DynaAct: Large Language Model Reasoning with Dynamic Action Spaces
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3015
Learning-Augmented Streaming Algorithms for Correlation Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2106
Shaping Sequence Attractor Schema in Recurrent Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2807
Fréchet Geodesic Boosting
[
Poster]
[
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 #1107
Kernel-based Equalized Odds: A Quantification of Accuracy-Fairness Trade-off in Fair Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3016
PAC-Bayes Bounds for Multivariate Linear Regression and Linear Autoencoders
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #503
NeuSymEA: Neuro-symbolic Entity Alignment via Variational Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5303
Emergent Temporal Correspondences from Video Diffusion Transformers
[
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 #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 #4308
Temporal In‑Context Fine‑Tuning for Versatile Control of Video Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1005
Projecting Assumptions: The Duality Between Sparse Autoencoders and Concept Geometry
[
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 #3613
BioCG: Constrained Generative Modeling for Biochemical Interaction Prediction
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1106
The Fluorescent Veil: A Stealthy and Effective Physical Adversarial Patch Against Traffic Sign Recognition
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1711
Enhancing Bioactivity Prediction via Spatial Emptiness Representation of Protein-ligand Complex and Union of Multiple Pockets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1311
Convex Approximation of Two-Layer ReLU Networks for Hidden State Differential Privacy
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1310
Continual Release Moment Estimation with Differential Privacy
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #102
Preserving LLM Capabilities through Calibration Data Curation: From Analysis to Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5300
PUATE: Efficient ATE Estimation from Treated (Positive) and Unlabeled Units
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Local Curvature Descent: Squeezing More Curvature out of Standard and Polyak Gradient Descent
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1105
Training-free Detection of AI-generated images via Cropping Robustness
[
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 #3805
You Only Spectralize Once: Taking a Spectral Detour to Accelerate Graph Neural Network
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5401
Fundamental Limitations in Pointwise Defences of LLM Finetuning APIs
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4014
Scaling Law with Learning Rate Annealing
[
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 #304
Policy Gradient Methods Converge Globally in Imperfect-Information Extensive-Form Games
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4307
Scaling Diffusion Transformers Efficiently via $\mu$P
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5403
ChemOrch: Empowering LLMs with Chemical Intelligence via Groundbreaking Synthetic Instructions
[
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 #4704
RadZero: Similarity-Based Cross-Attention for Explainable Vision-Language Alignment in Chest X-ray with Zero-Shot Multi-Task Capability
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #805
FORLA: Federated Object-centric Representation Learning with Slot Attention
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Slides]
[
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 #2300
DynaGuide: Steering Diffusion Polices with Active Dynamic Guidance
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3108
Unlabeled Data Can Provably Enhance In-Context Learning of Transformers
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #416
Contextual Integrity in LLMs via Reasoning and Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2809
Beyond Modality Collapse: Representation Blending for Multimodal Dataset Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4903
DevFD : Developmental Face Forgery Detection by Learning Shared and Orthogonal LoRA Subspaces
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5404
Information-Computation Tradeoffs for Noiseless Linear Regression with Oblivious Contamination
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3510
Linear Transformers Implicitly Discover Unified Numerical Algorithms
[
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]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2005
Program Synthesis via Test-Time Transduction
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3302
Structure-Aware Spectral Sparsification via Uniform Edge Sampling
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1409
DiffBreak: Is Diffusion-Based Purification Robust?
[
Slides]
[
Poster]
[
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]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3617
MRO: Enhancing Reasoning in Diffusion Language Models via Multi-Reward Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2601
Causal Discovery over Clusters of Variables in Markovian Systems
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #514
Sequential Monte Carlo for Policy Optimization in Continuous POMDPs
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4510
LinPrim: Linear Primitives for Differentiable Volumetric Rendering
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3106
Concentration and excess risk bounds for imbalanced classification with synthetic oversampling
[
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
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2104
Hierarchical Frequency Tagging Probe (HFTP): A Unified Approach to Investigate Syntactic Structure Representations in Large Language Models and the Human Brain
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4016
Feature-Based Instance Neighbor Discovery: Advanced Stable Test-Time Adaptation in Dynamic World
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5408
VaporTok: RL-Driven Adaptive Video Tokenizer with Prior & Task Awareness
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3618
NSNQuant: A Double Normalization Approach for Calibration-Free Low-Bit Vector Quantization of KV Cache
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3619
HOI-Dyn: Learning Interaction Dynamics for Human-Object Motion Diffusion
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1104
Incentivizing Time-Aware Fairness in Data Sharing
[
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 #2507
From Euler to AI: Unifying Formulas for Mathematical Constants
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2905
Last Iterate Convergence in Monotone Mean Field Games
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1710
RETRO SYNFLOW: Discrete Flow-Matching for Accurate and Diverse Single-Step Retrosynthesis
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4902
Towards Reliable Identification of Diffusion-based Image Manipulations
[
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 #2103
What Moves the Eyes: Doubling Mechanistic Model Performance Using Deep Networks to Discover and Test Cognitive Hypotheses
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4901
Do LVLMs Truly Understand Video Anomalies? Revealing Hallucination via Co-Occurrence Patterns
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Leveraging Importance Sampling to Detach Alignment Modules from Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1411
Class conditional conformal prediction for multiple inputs by p-value aggregation
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4917
SAM-R1: Leveraging SAM for Reward Feedback in Multimodal Segmentation via Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #905
LARGO: Latent Adversarial Reflection through Gradient Optimization for Jailbreaking LLMs
[
Slides]
[
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 #705
Quasi-Self-Concordant Optimization with $\ell_{\infty}$ Lewis Weights
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4912
Object-centric binding in Contrastive Language-Image Pretraining
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3301
Pairwise Calibrated Rewards for Pluralistic Alignment
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #101
Robust Sampling for Active Statistical Inference
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2614
Scaling Language-centric Omnimodal Representation Learning
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3919
DepthVanish: Optimizing Adversarial Interval Structures for Stereo-Depth-Invisible Patches
[
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 #4508
BecomingLit: Relightable Gaussian Avatars with Hybrid Neural Shading
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3413
HPSERec: A Hierarchical Partitioning and Stepwise Enhancement Framework for Long-tailed Sequential Recommendation
[
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 #2102
Efficient Allocation of Working Memory Resource for Utility Maximization in Humans and Recurrent Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4900
Right for the Right Reasons: Avoiding Reasoning Shortcuts via Prototypical Neurosymbolic AI
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Slides]
[
Poster]
[
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]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2315
Stable Port-Hamiltonian Neural Networks
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #511
Multi-Task Vehicle Routing Solver via Mixture of Specialized Experts under State-Decomposable MDP
[
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 #2602
Evaluating and Learning Optimal Dynamic Treatment Regimes under Truncation by Death
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4702
Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization
[
Slides]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #303
Learning and Planning Multi-Agent Tasks via an MoE-based World Model
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3509
Multi-head Temporal Latent Attention
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2616
Revolutionizing Graph Aggregation: From Suppression to Amplification via BoostGCN
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4018
Revitalizing SVD for Global Covariance Pooling: Halley’s Method to Overcome Over-Flattening
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #812
Revisiting Follow-the-Perturbed-Leader with Unbounded Perturbations in Bandit Problems
[
Slides]
[
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 #2008
Chain-of-Retrieval Augmented Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4304
AutoEdit: Automatic Hyperparameter Tuning for Image Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5412
WKV-sharing embraced random shuffle RWKV high-order modeling for pan-sharpening
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4303
Kernel Density Steering: Inference-Time Scaling via Mode Seeking for Image Restoration
[
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 #5414
Radial Attention: $\mathcal O(n \log n)$ Sparse Attention for Long Video Generation
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1009
SHAP zero Explains Biological Sequence Models with Near-zero Marginal Cost for Future Queries
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #807
Tight analyses of first-order methods with error feedback
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2811
Enhancing Deep Batch Active Learning for Regression with Imperfect Data Guided Selection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1101
AegisGuard: RL-Guided Adapter Tuning for TEE-Based Efficient & Secure On-Device Inference
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1813
Investigating and Mitigating Catastrophic Forgetting in Medical Knowledge Injection through Internal Knowledge Augmentation Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4301
FLOWING: Implicit Neural Flows for Structure-Preserving Morphing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3918
Generating and Checking DNN Verification Proofs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2617
Learning Shared Representations from Unpaired Data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5001
Handling Label Noise via Instance-Level Difficulty Modeling and Dynamic Optimization
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2417
Less but More: Linear Adaptive Graph Learning Empowering Spatiotemporal Forecasting
[
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 #100
MuRating: A High Quality Data Selecting Approach to Multilingual Large Language Model Pretraining
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2100
Dynamical modeling of nonlinear latent factors in multiscale neural activity with real-time inference
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1709
Simultaneous Modeling of Protein Conformation and Dynamics via Autoregression
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #914
Bayesian Optimization with Preference Exploration using a Monotonic Neural Network Ensemble
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4700
Adaptive Re-calibration Learning for Balanced Multimodal Intention Recognition
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5519
Plug-and-Play Context Feature Reuse for Efficient Masked Generation
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3718
Next Semantic Scale Prediction via Hierarchical Diffusion Language Models
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1100
Simple and Effective Specialized Representations for Fair Classifiers
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2714
Hierarchical Retrieval: The Geometry and a Pretrain-Finetune Recipe
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Explainably Safe Reinforcement Learning
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #200
Filter Like You Test: Data-Driven Data Filtering for CLIP Pretraining
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3311
Analytic Energy-Guided Policy Optimization for Offline Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Pin the Tail on the Model: Blindfolded Repair of User-Flagged Failures in Text-to-Image Services
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #201
ConceptScope: Characterizing Dataset Bias via Disentangled Visual Concepts
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4403
Where and How to Perturb: On the Design of Perturbation Guidance in Diffusion and Flow Models
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4111
Federated Dialogue-Semantic Diffusion for Emotion Recognition under Incomplete Modalities
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1309
Locally Optimal Private Sampling: Beyond the Global Minimax
[
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 #3101
Normalization in Attention Dynamics
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2012
ThinkSound: Chain-of-Thought Reasoning in Multimodal LLMs for Audio Generation and Editing
[
Slides]
[
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 #2013
Agentic Plan Caching: Test-Time Memory for Fast and Cost-Efficient LLM Agents
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5515
CSGO: Content-Style Composition in Text-to-Image Generation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #904
Valid Inference with Imperfect Synthetic Data
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3417
FlyLoRA: Boosting Task Decoupling and Parameter Efficiency via Implicit Rank-Wise Mixture-of-Experts
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4404
NFIG: Multi-Scale Autoregressive Image Generation via Frequency Ordering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2201
BrainEC-LLM: Brain Effective Connectivity Estimation by Multiscale Mixing LLM
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1512
CoT Red-Handed: Stress Testing Chain-of-Thought Monitoring
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2202
Large Language Models as Model Organisms for Human Associative Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2603
Counterfactual reasoning: an analysis of in-context emergence
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4405
Mitigating Occlusions in Virtual Try-On via A Simple-Yet-Effective Mask-Free Framework
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1203
Fair Deepfake Detectors Can Generalize
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4804
Empower Words: DualGround for Structured Phrase and Sentence-Level Temporal Grounding
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3916
On the Robustness of Verbal Confidence of LLMs in Adversarial Attacks
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1413
Quantifying Statistical Significance of Deep Nearest Neighbor Anomaly Detection via Selective Inference
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5512
LaX: Boosting Low-Rank Training of Foundation Models via Latent Crossing
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1608
Lessons Learned: A Multi-Agent Framework for Code LLMs to Learn and Improve
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #507
Beyond Verifiable Rewards: Scaling Reinforcement Learning in Language Models to Unverifiable Data
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2814
Rethinking Hebbian Principle: Low-Dimensional Structural Projection for Unsupervised Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1707
DynaPhArM: Adaptive and Physics-Constrained Modeling for Target-Drug Complexes with Drug-Specific Adaptations
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4406
Align Your Flow: Scaling Continuous-Time Flow Map Distillation
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2204
Interpretable Next-token Prediction via the Generalized Induction Head
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5002
Vocabulary-Guided Gait Recognition
[
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) @ 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 #3508
Attention Sinks: A 'Catch, Tag, Release' Mechanism for Embeddings
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4916
Reasoning Beyond Points: A Visual Introspective Approach for Few-Shot 3D Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2408
BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3300
The Structural Complexity of Matrix-Vector Multiplication
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4809
Mitigating Hallucination Through Theory-Consistent Symmetric Multimodal Preference Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1706
Learning 3D Anisotropic Noise Distributions Improves Molecular Force Fields
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2206
Brain Harmony: A Multimodal Foundation Model Unifying Morphology and Function into 1D Tokens
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Poster]
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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
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Slides]
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5003
LT-Soups: Bridging Head and Tail Classes via Subsampled Model Soups
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Poster]
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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
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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
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3708
Let LRMs Break Free from Overthinking via Self-Braking Tuning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3309
Stochastic Shortest Path with Sparse Adversarial Costs
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5004
Doodle to Detect: A Goofy but Powerful Approach to Skeleton-based Hand Gesture Recognition
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3201
The $\varphi$ Curve: The Shape of Generalization through the Lens of Norm-based Capacity Control
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2916
Entropy-Calibrated Label Distribution Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1517
Noise Injection Reveals Hidden Capabilities of Sandbagging Language Models
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2409
Generalizable Domain Adaptation for Sim-and-Real Policy Co-Training
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2710
OOD Detection with Relative Angles
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2207
A Generalist Intracortical Motor Decoder
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2312
A Plug-and-Play Query Synthesis Active Learning Framework for Neural PDE Solvers
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3202
Last-Iterate Convergence of Smooth Regret Matching$^+$ Variants in Learning Nash Equilibria
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Poster]
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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
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Poster]
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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
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #711
Enhancing Zero-Shot Black-Box Optimization via Pretrained Models with Efficient Population Modeling, Interaction, and Stable Gradient Approximation
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4107
How Does Sequence Modeling Architecture Influence Base Capabilities of Pre-trained Language Models? Exploring Key Architecture Design Principles to Avoid Base Capabilities Degradation
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1516
BlurGuard: A Simple Approach for Robustifying Image Protection Against AI-Powered Editing
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1808
Prot2Text-V2: Protein Function Prediction with Multimodal Contrastive Alignment
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1013
Reasoning Models Sometimes Output Illegible Chains of Thought
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2709
Understanding Bias Terms in Neural Representations
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2515
Multivariate Time Series Anomaly Detection with Idempotent Reconstruction
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4813
Towards 3D Objectness Learning in an Open World
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #606
Model-Informed Flows for Bayesian Inference
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2902
Why Playing Against Diverse and Challenging Opponents Speeds Up Coevolution: A Theoretical Analysis on Combinatorial Games
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1704
Straight-Line Diffusion Model for Efficient 3D Molecular Generation
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3204
Learning Juntas under Markov Random Fields
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3507
Attention (as Discrete-Time Markov) Chains
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Spurious-Aware Prototype Refinement for Reliable Out-of-Distribution Detection
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Slides]
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Poster]
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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
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4104
Accurate and Efficient Low-Rank Model Merging in Core Space
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5110
Coarse-to-Fine 3D Part Assembly via Semantic Super-Parts and Symmetry-Aware Pose Estimation
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1209
Lie Detector: Unified Backdoor Detection via Cross-Examination Framework
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4103
FALQON: Accelerating LoRA Fine-tuning with Low-Bit Floating-Point Arithmetic
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4600
Holistic Large-Scale Scene Reconstruction via Mixed Gaussian Splatting
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3518
Enforcing convex constraints in Graph Neural Networks
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5505
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1611
Bridging Equivariant GNNs and Spherical CNNs for Structured Physical Domains
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3506
Transformers Learn Faster with Semantic Focus
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4815
Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4816
Spatially-aware Weights Tokenization for NeRF-Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3907
Consistency of Physics-Informed Neural Networks for Second-Order Elliptic Equations
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4817
Dynamic Masking and Auxiliary Hash Learning for Enhanced Cross-Modal Retrieval
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5109
UltraLED: Learning to See Everything in Ultra-High Dynamic Range Scenes
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3706
Architectural and Inferential Inductive Biases for Exchangeable Sequence Modeling
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5107
Implicit-ARAP: Efficient Handle-Guided Neural Field Deformation via Local Patch Meshing
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3900
CoreGuard: Safeguarding Foundational Capabilities of LLMs Against Model Stealing in Edge Deployment
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4000
Cost-Aware Contrastive Routing for LLMs
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4710
RoboRefer: Towards Spatial Referring with Reasoning in Vision-Language Models for Robotics
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2006
DeepASA: An Object-Oriented Multi-Purpose Network for Auditory Scene Analysis
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #415
GUI Exploration Lab: Enhancing Screen Navigation in Agents via Multi-Turn Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3317
Linear Mixture Distributionally Robust Markov Decision Processes
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4102
Normal-Abnormal Guided Generalist Anomaly Detection
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Poster]
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OpenReview]
Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5416
Advancing Expert Specialization for Better MoE
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4808
PrefixKV: Adaptive Prefix KV Cache is What Vision Instruction-Following Models Need for Efficient Generation
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1207
Scaling Laws For Scalable Oversight
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5206
A Signed Graph Approach to Understanding and Mitigating Oversmoothing
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2604
Disentanglement Beyond Static vs. Dynamic: A Benchmark and Evaluation Framework for Multi-Factor Sequential Representations
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2900
Uniform Generalization Bounds on Data-Dependent Hypothesis Sets via PAC-Bayesian Theory on Random Sets
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JMLR]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5111
Revisiting Generative Infrared and Visible Image Fusion Based on Human Cognitive Laws
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Poster]
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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
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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
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #111
Nemotron-CLIMB: Clustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training
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Poster]
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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
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1814
Magical: Medical Lay Language Generation via Semantic Invariance and Layperson-tailored Adaptation
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2416
On the Universal Near Optimality of Hedge in Combinatorial Settings
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3905
MAP Estimation with Denoisers: Convergence Rates and Guarantees
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3109
Is the acquisition worth the cost? Surrogate losses for Consistent Two-stage Classifiers
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #906
Deep Value Benchmark: Measuring Whether Models Generalize Deep values or Shallow Preferences
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5506
Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1504
MigGPT: Harnessing Large Language Models for Automated Migration of Out-of-Tree Linux Kernel Patches Across Versions
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Slides]
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Poster]
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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
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #515
Imitation Beyond Expectation Using Pluralistic Stochastic Dominance
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3610
Sample and Map from a Single Convex Potential: Generation using Conjugate Moment Measures
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3318
On the Entropy Calibration of Language Models
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5402
Antidistillation Sampling
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2003
Multi-agent KTO: Enhancing Strategic Interactions of Large Language Model in Language Game
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5005
FastDINOv2: Frequency Based Curriculum Learning Improves Robustness and Training Speed
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3504
NeuroGenPoisoning: Neuron-Guided Attacks on Retrieval-Augmented Generation of LLM via Genetic Optimization of External Knowledge
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2806
Online Functional Tensor Decomposition via Continual Learning for Streaming Data Completion
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3400
Estimation of Stochastic Optimal Transport Maps
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4904
Unbiased Prototype Consistency Learning for Multi-Modal and Multi-Task Object Re-Identification
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #608
Zero-Shot Performance Prediction for Probabilistic Scaling Laws
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #206
FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1212
Differentially Private Gomory-Hu Trees
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3917
Frame Context Packing and Drift Prevention in Next-Frame-Prediction Video Diffusion Models
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #605
Efficient Bayesian Experiment Design with Equivariant Networks
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3813
Graph-Theoretic Insights into Bayesian Personalized Ranking for Recommendation
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Slides]
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #803
Unextractable Protocol Models: Collaborative Training and Inference without Weight Materialization
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4606
Fire360: A Benchmark for Robust Perception and Episodic Memory in Degraded 360° Firefighting Video
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4502
Eve3D: Elevating Vision Models for Enhanced 3D Surface Reconstruction via Gaussian Splatting
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3104
Sample-Adaptivity Tradeoff in On-Demand Sampling
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4512
Unified 2D-3D Discrete Priors for Noise-Robust and Calibration-Free Multiview 3D Human Pose Estimation
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3700
Simple and Efficient Heterogeneous Temporal Graph Neural Network
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4001
RAPTR: Radar-based 3D Pose Estimation using Transformer
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #313
Prompt Tuning Decision Transformers with Structured and Scalable Bandits
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3207
No-Regret Thompson Sampling for Finite-Horizon Markov Decision Processes with Gaussian Processes
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #300
MisoDICE: Multi-Agent Imitation from Mixed-Quality Demonstrations
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Slides]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2812
EraseFlow: Learning Concept Erasure Policies via GFlowNet-Driven Alignment
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2600
Adaptive Data-Borrowing for Improving Treatment Effect Estimation using External Controls
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3812
Mixture of Scope Experts at Test: Generalizing Deeper Graph Neural Networks with Shallow Variants
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #806
HyGen: Efficient LLM Serving via Elastic Online-Offline Request Co-location
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3009
Online Prediction with Limited Selectivity
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5400
PolyPose: Deformable 2D/3D Registration via Polyrigid Transformations
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Poster]
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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
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1812
Orochi: Versatile Biomedical Image Processor
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4412
Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2200
Large Language Models Think Too Fast To Explore Effectively
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Poster]
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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
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3107
Stability and Oracle Inequalities for Optimal Transport Maps between General Distributions
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2212
UEPI: Universal Energy-Behavior-Preserving Integrators for Energy Conservative/Dissipative Differential Equations
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4314
ASDSV: Multimodal Generation Made Efficient with Approximate Speculative Diffusion and Speculative Verification
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2808
AI Research Agents for Machine Learning: Search, Exploration, and Generalization in MLE-bench
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3001
Bivariate Matrix-valued Linear Regression (BMLR): Finite-sample performance under Identifiability and Sparsity Assumptions
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Slides]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4614
Table2LaTeX-RL: High-Fidelity LaTeX Code Generation from Table Images via Reinforced Multimodal Language Models
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #500
Inference with correlated priors using sisters cells
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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
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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
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2516
Diffusion Transformers as Open-World Spatiotemporal Foundation Models
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #700
Hephaestus: Mixture Generative Modeling with Energy Guidance for Large-scale QoS Degradation
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4505
Enhancing 3D Reconstruction for Dynamic Scenes
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3909
Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2702
SGCD: Stain-Guided CycleDiffusion for Unsupervised Domain Adaptation of Histopathology Image Classification
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5106
Policy learning “without” overlap: Pessimism and generalized empirical Bernstein’s inequality
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URL]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #113
Data-Juicer 2.0: Cloud-Scale Adaptive Data Processing for and with Foundation Models
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1807
scMRDR: A scalable and flexible framework for unpaired single-cell multi-omics data integration
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Poster]
[
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
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1202
Fair Minimum Labeling: Efficient Temporal Network Activations for Reachability and Equity
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3003
Consistency Conditions for Differentiable Surrogate Losses
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Slides]
[
Poster]
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OpenReview]
Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #902
Stop the Nonconsensual Use of Nude Images in Research
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5514
One for All: Universal Topological Primitive Transfer for Graph Structure Learning
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4619
Gaze Beyond the Frame: Forecasting Egocentric 3D Visual Span
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5417
Contribution of task-irrelevant stimuli to drift of neural representations
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1914
UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #412
Constrained Best Arm Identification
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2314
Physics-informed machine learning with domain decomposition and global dynamics for three-dimensional intersecting flows
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Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5202
Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #204
PARROT: A Benchmark for Evaluating LLMs in Cross-System SQL Translation
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #403
Reasoning Gym: Reasoning Environments for Reinforcement Learning with Verifiable Rewards
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2501
GST-UNet: A Neural Framework for Spatiotemporal Causal Inference with Time-Varying Confounding
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2908
Multi-Agent Learning under Uncertainty: Recurrence vs. Concentration
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3205
Error Forcing in Recurrent Neural Networks
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4317
Learning World Models for Interactive Video Generation
[
Poster]
[
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]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #213
IOSTOM: Offline Imitation Learning from Observations via State Transition Occupancy Matching
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #615
AutoOpt: A Dataset and a Unified Framework for Automating Optimization Problem Solving
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2115
Memory by accident: a theory of learning as a byproduct of network stabilization
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3414
Layer as Puzzle Pieces: Compressing Large Language Models through Layer Concatenation
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4312
UltraHR-100K: Enhancing UHR Image Synthesis with A Large-Scale High-Quality Dataset
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2304
KungfuBot: Physics-Based Humanoid Whole-Body Control for Learning Highly-Dynamic Skills
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1602
Towards Generalizable Multi-Policy Optimization with Self-Evolution for Job Scheduling
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5415
ZeroPatcher: Training-free Sampler for Video Inpainting and Editing
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1702
Scaling Unlocks Broader Generation and Deeper Functional Understanding of Proteins
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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 #2911
Lifelong Test-Time Adaptation via Online Learning in Tracked Low-Dimensional Subspace
[
Poster]
[
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
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #203
SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #708
MGUP: A Momentum-Gradient Alignment Update Policy for Stochastic Optimization
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4309
Overcoming Challenges of Long-Horizon Prediction in Driving World Models
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5305
Safe RLHF-V: Safe Reinforcement Learning from Multi-modal Human Feedback
[
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
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Slides]
[
Poster]
[
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
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3714
MF-LLM: Simulating Population Decision Dynamics via a Mean-Field Large Language Model Framework
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2813
Gatekeeper: Improving Model Cascades Through Confidence Tuning
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Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1004
A is for Absorption: Studying Feature Splitting and Absorption in Sparse Autoencoders
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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 #3711
Learning to Insert for Constructive Neural Vehicle Routing Solver
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4905
Unlabeled Data Improves Fine-Grained Image Zero-shot Classification with Multimodal LLMs
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4306
LoRAShop: Training-Free Multi-Concept Image Generation and Editing with Rectified Flow Transformers
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #707
Convergence of Clipped SGD on Convex $(L_0,L_1)$-Smooth Functions
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3615
Accelerated Sampling from Masked Diffusion Models via Entropy Bounded Unmasking
[
Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4705
Image Token Matters: Mitigating Hallucination in Discrete Tokenizer-based Large Vision-Language Models via Latent Editing
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OpenReview]
Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #706
Analog In-memory Training on General Non-ideal Resistive Elements: The Impact of Response Functions
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2000
On Evaluating LLM Alignment by Evaluating LLMs as Judges
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #907
Can DPO Learn Diverse Human Values? A Theoretical Scaling Law
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3511
Two Heads are Better than One: Simulating Large Transformers with Small Ones
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1501
FlowRefiner: A Robust Traffic Classification Framework against Label Noise
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5504
Unifying Symbolic Music Arrangement: Track-Aware Reconstruction and Structured Tokenization
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2105
SynBrain: Enhancing Visual-to-fMRI Synthesis via Probabilistic Representation Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3412
Mind the Gap: Removing the Discretization Gap in Differentiable Logic Gate Networks
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4703
Amplifying Prominent Representations in Multimodal Learning via Variational Dirichlet Process
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3819
SilentStriker: Toward Stealthy Bit-Flip Attacks on Large Language Models
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5017
FutureSightDrive: Thinking Visually with Spatio-Temporal CoT for Autonomous Driving
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #704
Stochastic Optimization in Semi-Discrete Optimal Transport: Convergence Analysis and Minimax Rate
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3810
Sketch-Augmented Features Improve Learning Long-Range Dependencies in Graph Neural Networks
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2610
CodeCrash: Exposing LLM Fragility to Misleading Natural Language in Code Reasoning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2101
S$^2$NN: Sub-bit Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4511
PLANA3R: Zero-shot Metric Planar 3D Reconstruction via Feed-forward Planar Splatting
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1211
Perturb a Model, Not an Image: Towards Robust Privacy Protection via Anti-Personalized Diffusion Models
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Slides]
[
Poster]
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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
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #316
Hadamax Encoding: Elevating Performance in Model-Free Atari
[
OpenReview]
Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1515
Position: Bridge the Gaps between Machine Unlearning and AI Regulation
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #510
KL-Regularized RLHF with Multiple Reference Models: Exact Solutions and Sample Complexity
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1201
AgentBreeder: Mitigating the AI Safety Risks of Multi-Agent Scaffolds via Self-Improvement
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4802
Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #508
PoE-World: Compositional World Modeling with Products of Programmatic Experts
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3712
Compositional Monte Carlo Tree Diffusion for Extendable Planning
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Poster]
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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
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #115
VeriThoughts: Enabling Automated Verilog Code Generation using Reasoning and Formal Verification
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4805
Towards Physics-informed Spatial Intelligence with Human Priors: An Autonomous Driving Pilot Study
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3418
A Partition Cover Approach to Tokenization
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4407
Consistent Story Generation: Unlocking the Potential of Zigzag Sampling
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Slides]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3402
On Extending Direct Preference Optimization to Accommodate Ties
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Slides]
[
Poster]
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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
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3010
Simultaneous Swap Regret Minimization via KL-Calibration
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2113
Meta-Learning an In-Context Transformer Model of Human Higher Visual Cortex
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1805
Generative Distribution Embeddings
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1414
LLM Unlearning via Neural Activation Redirection
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Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1606
Deep Compositional Phase Diffusion for Long Motion Sequence Generation
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2406
Exploring the Limits of Vision-Language-Action Manipulation in Cross-task Generalization
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3011
A Geometric Analysis of PCA
[
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]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4714
Learning Source-Free Domain Adaptation for Visible-Infrared Person Re-Identification
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2016
Document Summarization with Conformal Importance Guarantees
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3902
Learning with Restricted Boltzmann Machines: Asymptotics of AMP and GD in High Dimensions
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #712
A Single-Loop Gradient Algorithm for Pessimistic Bilevel Optimization via Smooth Approximation
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #613
From stability of Langevin diffusion to convergence of proximal MCMC for non-log-concave sampling
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Slides]
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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
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1705
ProSpero: Active Learning for Robust Protein Design Beyond Wild-Type Neighborhoods
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3914
AdaptDel: Adaptable Deletion Rate Randomized Smoothing for Certified Robustness
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Slides]
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Poster]
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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
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Poster]
[
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
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1616
A Dataset for Distilling Knowledge Priors from Literature for Therapeutic Design
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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
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Slides]
[
Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3516
UniGist: Towards General and Hardware-aligned Sequence-level Long Context Compression
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2109
Slow Transition to Low-Dimensional Chaos in Heavy-Tailed Recurrent Neural Networks
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2913
Conformal Prediction under Lévy-Prokhorov Distribution Shifts: Robustness to Local and Global Perturbations
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Poster]
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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
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #202
Knowledge Starts with Practice: Knowledge-Aware Exercise Generative Recommendation with Adaptive Multi-Agent Cooperation
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1605
$\text{S}^2$Q-VDiT: Accurate Quantized Video Diffusion Transformer with Salient Data and Sparse Token Distillation
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4010
QuadEnhancer: Leveraging Quadratic Transformations to Enhance Deep Neural Networks
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #607
Turbocharging Gaussian Process Inference with Approximate Sketch-and-Project
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5108
Towards Syn-to-Real IQA: A Novel Perspective on Reshaping Synthetic Data Distributions
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
LLM at Network Edge: A Layer-wise Efficient Federated Fine-tuning Approach
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
GeoLLaVA-8K: Scaling Remote-Sensing Multimodal Large Language Models to 8K Resolution
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
How Different from the Past? Spatio-Temporal Time Series Forecasting with Self-Supervised Deviation Learning
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
S-Crescendo: A Nested Transformer Weaving Framework for Scalable Nonlinear System in S-Domain Representation
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3611
Measuring and Guiding Monosemanticity
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4013
Context-Aware Hierarchical Learning: A Two-Step Paradigm towards Safer LLMs
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1810
Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5204
Scalable Best-of-N Selection for Large Language Models via Self-Certainty
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1806
CPathAgent: An Agent-based Foundation Model for Interpretable High-Resolution Pathology Image Analysis Mimicking Pathologists' Diagnostic Logic
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3517
Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2914
Composing Linear Layers from Irreducibles
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2514
AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs?
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4110
EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving
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Slides]
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3806
On topological descriptors for graph products
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2404
World-aware Planning Narratives Enhance Large Vision-Language Model Planner
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2010
AutoJudge: Judge Decoding Without Manual Annotation
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #401
MindForge: Empowering Embodied Agents with Theory of Mind for Lifelong Cultural Learning
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1507
SolidGeo: Measuring Multimodal Spatial Math Reasoning in Solid Geometry
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Unsupervised Federated Graph Learning
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Learning Grouped Lattice Vector Quantizers for Low-Bit LLM Compression
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1011
Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3904
Knee-Deep in C-RASP: A Transformer Depth Hierarchy
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5210
Safety Pretraining: Toward the Next Generation of Safe AI
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2517
Less is More: Unlocking Specialization of Time Series Foundation Models via Structured Pruning
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1200
Individually Fair Diversity Maximization
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2114
In Silico Mapping of Visual Categorical Selectivity Across the Whole Brain
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4812
STRIDER: Navigation via Instruction-Aligned Structural Decision Space Optimization
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2110
ZEBRA: Towards Zero-Shot Cross-Subject Generalization for Universal Brain Visual Decoding
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3811
HyperMixup: Hypergraph-Augmented with Higher-order Information Mixup
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Slides]
[
Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1508
MineAnyBuild: Benchmarking Spatial Planning for Open-world AI Agents
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1208
FairImagen: Post-Processing for Bias Mitigation in Text-to-Image Models
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1410
AI Debate Aids Assessment of Controversial Claims
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1401
E2E-VGuard: Adversarial Prevention for Production LLM-based End-To-End Speech Synthesis
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1902
Neural Correlates of Serial Dependence: Synaptic Short-term Plasticity Orchestrates Repulsion and Attraction
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5511
Reward-Instruct: A Reward-Centric Approach to Fast Photo-Realistic Image Generation
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #604
Squared families are useful conjugate priors
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4612
Impromptu VLA: Open Weights and Open Data for Driving Vision-Language-Action Models
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3406
Universal Cross-Tokenizer Distillation via Approximate Likelihood Matching
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3008
Hybrid Re-matching for Continual Learning with Parameter-Efficient Tuning
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Slides]
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4504
Feed-Forward Bullet-Time Reconstruction of Dynamic Scenes from Monocular Videos
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Poster]
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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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4200
Martian World Model: Controllable Video Synthesis with Physically Accurate 3D Reconstructions
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Slides]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2800
Aligning Compound AI Systems via System-level DPO
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2912
Data Selection Matters: Towards Robust Instruction Tuning of Large Multimodal Models
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2403
BridgeVLA: Input-Output Alignment for Efficient 3D Manipulation Learning with Vision-Language Models
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2901
Pseudo-Labeling for Kernel Ridge Regression under Covariate Shift
[
Poster]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #405
ResponseRank: Data-Efficient Reward Modeling through Preference Strength Learning
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2810
Value Diffusion Reinforcement Learning
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Reasoning Is Not a Race: When Stopping Early Beats Going Deeper
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5413
Information-Theoretic Reward Decomposition for Generalizable RLHF
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Slides]
[
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
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #808
Streaming Federated Learning with Markovian Data
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Slides]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4316
Re-ttention: Ultra Sparse Visual Generation via Attention Statistical Reshape
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3816
Scalable Valuation of Human Feedback through Provably Robust Model Alignment
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5508
Regional Explanations: Bridging Local and Global Variable Importance
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3604
Fourier Token Merging: Understanding and Capitalizing Frequency Domain for Efficient Image Generation
[
Poster]
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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]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5209
RFMPose: Generative Category-level Object Pose Estimation via Riemannian Flow Matching
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4607
CrypticBio: A Large Multimodal Dataset for Visually Confusing Species
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3906
Vocabulary In-Context Learning in Transformers: Benefits of Positional Encoding
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5411
Geometric Logit Decoupling for Energy-Based Graph Out-of-distribution Detection
[
Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2613
Anchor-based Maximum Discrepancy for Relative Similarity Testing
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #114
PHANTOM: A Benchmark for Hallucination Detection in Financial Long-Context QA
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2407
EnerVerse: Envisioning Embodied Future Space for Robotics Manipulation
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2512
VLMLight: Safety-Critical Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning Architecture
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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
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5310
OmniGen-AR: AutoRegressive Any-to-Image Generation
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4300
Dynamic Shadow Unveils Invisible Semantics for Video Outpainting
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Poster]
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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 #901
Correcting misinterpretations of additive models
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3308
Simple and Optimal Sublinear Algorithms for Mean Estimation
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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
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4202
BlurDM: A Blur Diffusion Model for Image Deblurring
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Slides]
[
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
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2906
Thresholds for sensitive optimality and Blackwell optimality in stochastic games
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3705
How Particle System Theory Enhances Hypergraph Message Passing
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1204
Some Optimizers are More Equal: Understanding the Role of Optimizers in Group Fairness
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Slides]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1006
Causally Reliable Concept Bottleneck Models
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4204
FlexVAR: Flexible Visual Autoregressive Modeling without Residual Prediction
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2705
Multi-Objective One-Shot Pruning for Large Language Models
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #314
Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning
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Poster]
[
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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2500
Orthogonal Survival Learners for Estimating Heterogeneous Treatment Effects from Time-to-Event Data
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #404
Graph Neural Network Based Action Ranking for Planning
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3411
Whitened Score Diffusion: A Structured Prior for Imaging Inverse Problems
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3013
Sharp Matrix Empirical Bernstein Inequalities
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4918
SegGraph: Leveraging Graphs of SAM Segments for Few-Shot 3D Part Segmentation
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4205
Deno-IF: Unsupervised Noisy Visible and Infrared Image Fusion Method
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3817
StyleGuard: Preventing Text-to-Image-Model-based Style Mimicry Attacks by Style Perturbations
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Slides]
[
Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5211
Self-Guided Hierarchical Exploration for Generalist Foundation Model Web Agents
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1600
Graph-KV: Breaking Sequence via Injecting Structural Biases into Large Language Models
[
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
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #105
Efficient Multimodal Dataset Distillation via Generative Models
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Poster]
[
OpenReview]
Oral Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #315
1000 Layer Networks for Self-Supervised RL: Scaling Depth Can Enable New Goal-Reaching Capabilities
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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
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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 #4414
ProDyG: Progressive Dynamic Scene Reconstruction via Gaussian Splatting from Monocular Videos
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4302
VideoMAR: Autoregressive Video Generation with Continuous Tokens
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Slides]
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3815
Failure by Interference: Language Models Make Balanced Parentheses Errors When Faulty Mechanisms Overshadow Sound Ones
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5502
Learning Expandable and Adaptable Representations for Continual Learning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #103
Checklists Are Better Than Reward Models For Aligning Language Models
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Poster]
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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
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Poster]
[
OpenReview]
Spotlight Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1402
Scalable Fingerprinting of Large Language Models
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1000
FaCT: Faithful Concept Traces for Explaining Neural Network Decisions
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Poster]
[
OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #402
Estimation and Inference in Distributional Reinforcement Learning
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1815
Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4608
EgoExoBench: A Benchmark for First- and Third-person View Video Understanding in MLLMs
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4201
ImgEdit: A Unified Image Editing Dataset and Benchmark
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Poster]
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OpenReview]
Poster
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1609
Online Segment Any 3D Thing as Instance Tracking
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Poster]
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OpenReview]
Poster Session
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E None
San Diego Poster Session 4
Creative AI Session
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Upper Level Room 29A-D None
Creative AI Session 4
Poster Session
Thu Dec 04 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Mexico City Poster Session 4
Talk
Thu Dec 04 04:30 PM -- 04:42 PM (PST) @ Exhibit Hall A,B None
How to make your AI models faster, smaller, cheaper, greener?
Talk
Thu Dec 04 04:45 PM -- 05:00 PM (PST) @ Exhibit Hall A,B None
Accelerating AI for the Real World: Strategies for safe deployment and rapid scaling
Successful Page Load