Toggle Poster Visibility
Breakfast
Fri Dec 05 05:00 AM -- 08:00 AM (PST) @ Terrace None
Breakfast
San Diego Registration Desk
Fri Dec 05 07:30 AM -- 06:00 PM (PST) @ Exhibit Hall D Foyer None
Registration Desk
Break
Fri Dec 05 08:00 AM -- 08:30 AM (PST) None
Coffee Break
Break
Fri Dec 05 08:00 AM -- 08:45 AM (PST) @ Foyer None
Coffee Break
Registration Desk
Fri Dec 05 08:00 AM -- 12:00 PM (PST) @ Foyer None
Registration Desk
San Diego Invited Talk
Fri Dec 05 08:30 AM -- 09:30 AM (PST) @ Exhibit Hall F,G,H None
From Benchmarks to Problems - A Perspective on Problem Finding in AI
Mexico City Invited Talk
Fri Dec 05 08:30 AM -- 09:30 AM (PST) @ Don Alberto 3 None
From Benchmarks to Problems - A Perspective on Problem Finding in AI
Streaming Lounge
Fri Dec 05 08:30 AM -- 04:00 PM (PST) @ Socorro None
Streaming Lounge
Exhibit Sponsor Hall
Fri Dec 05 09:00 AM -- 12:00 PM (PST) @ Exhibit Hall A,B None
Exhibit Sponsor Hall
Break
Fri Dec 05 09:30 AM -- 10:00 AM (PST) None
Coffee Break
Break
Fri Dec 05 09:30 AM -- 10:30 AM (PST) @ Foyer None
Lunch
San Diego Oral
Fri Dec 05 10:00 AM -- 10:20 AM (PST) @ Upper Level Ballroom 6AB None
Boosting Knowledge Utilization in Multimodal Large Language Models via Adaptive Logits Fusion and Attention Reallocation
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OpenReview]
Mexico City Oral
Fri Dec 05 10:00 AM -- 10:20 AM (PST) @ Don Alberto 3 None
EvoLM: In Search of Lost Language Model Training Dynamics
Mexico City Oral
Fri Dec 05 10:00 AM -- 10:20 AM (PST) @ Don Alberto 4 None
Boosting Knowledge Utilization in Multimodal Large Language Models via Adaptive Logits Fusion and Attention Reallocation
San Diego Oral
Fri Dec 05 10:00 AM -- 10:20 AM (PST) @ Upper Level Ballroom 20AB None
InfinityStar: Unified Spacetime AutoRegressive Modeling for Visual Generation
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OpenReview]
San Diego Oral
Fri Dec 05 10:00 AM -- 10:20 AM (PST) @ Upper Level Ballroom 6CDEF None
WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch
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OpenReview]
San Diego Oral
Fri Dec 05 10:00 AM -- 10:20 AM (PST) @ Exhibit Hall F,G,H None
EvoLM: In Search of Lost Language Model Training Dynamics
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OpenReview]
San Diego Oral
Fri Dec 05 10:00 AM -- 10:20 AM (PST) @ Upper Level Ballroom 20D None
High-dimensional neuronal activity from low-dimensional latent dynamics: a solvable model
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OpenReview]
Mexico City Oral Session
Fri Dec 05 10:00 AM -- 11:00 AM (PST) @ Don Alberto 3 None
Oral 5A Language Model 3
San Diego Oral Session
Fri Dec 05 10:00 AM -- 11:00 AM (PST) @ Exhibit Hall F,G,H None
Oral 5A Language Model 3
Mexico City Oral Session
Fri Dec 05 10:00 AM -- 11:00 AM (PST) @ Don Alberto 4 None
Oral 5B Multimodel 3
San Diego Oral Session
Fri Dec 05 10:00 AM -- 11:00 AM (PST) @ Upper Level Ballroom 6AB None
Oral 5B Multimodel 3
San Diego Oral Session
Fri Dec 05 10:00 AM -- 11:00 AM (PST) @ Upper Level Ballroom 20AB None
Oral 5C Generation/Simulation 3
San Diego Oral Session
Fri Dec 05 10:00 AM -- 11:00 AM (PST) @ Upper Level Ballroom 6CDEF None
Oral 5D Application 3
San Diego Oral Session
Fri Dec 05 10:00 AM -- 11:00 AM (PST) @ Upper Level Ballroom 20D None
Oral 5E Neuroscience
San Diego Oral
Fri Dec 05 10:20 AM -- 10:40 AM (PST) @ Exhibit Hall F,G,H None
Large Language Diffusion Models
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OpenReview]
Mexico City Oral
Fri Dec 05 10:20 AM -- 10:40 AM (PST) @ Don Alberto 4 None
HyperET: Efficient Training in Hyperbolic Space for Multi-modal Large Language Models
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Slides]
San Diego Oral
Fri Dec 05 10:20 AM -- 10:40 AM (PST) @ Upper Level Ballroom 20D None
Task-Optimized Convolutional Recurrent Networks Align with Tactile Processing in the Rodent Brain
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OpenReview]
San Diego Oral
Fri Dec 05 10:20 AM -- 10:40 AM (PST) @ Upper Level Ballroom 20AB None
PlayerOne: Egocentric World Simulator
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OpenReview]
San Diego Oral
Fri Dec 05 10:20 AM -- 10:40 AM (PST) @ Upper Level Ballroom 6CDEF None
QoQ-Med: Building Multimodal Clinical Foundation Models with Domain-Aware GRPO Training
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OpenReview]
San Diego Oral
Fri Dec 05 10:20 AM -- 10:40 AM (PST) @ Upper Level Ballroom 6AB None
HyperET: Efficient Training in Hyperbolic Space for Multi-modal Large Language Models
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OpenReview]
Mexico City Oral
Fri Dec 05 10:20 AM -- 10:40 AM (PST) @ Don Alberto 3 None
Large Language Diffusion Models
San Diego Oral
Fri Dec 05 10:40 AM -- 11:00 AM (PST) @ Upper Level Ballroom 6AB None
Rethinking Multimodal Learning from the Perspective of Mitigating Classification Ability Disproportion
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OpenReview]
San Diego Oral
Fri Dec 05 10:40 AM -- 11:00 AM (PST) @ Exhibit Hall F,G,H None
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
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OpenReview]
Mexico City Oral
Fri Dec 05 10:40 AM -- 11:00 AM (PST) @ Don Alberto 3 None
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
Mexico City Oral
Fri Dec 05 10:40 AM -- 11:00 AM (PST) @ Don Alberto 4 None
Rethinking Multimodal Learning from the Perspective of Mitigating Classification Ability Disproportion
San Diego Oral
Fri Dec 05 10:40 AM -- 11:00 AM (PST) @ Upper Level Ballroom 20AB None
BEDLAM2.0: Synthetic humans and cameras in motion
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OpenReview]
San Diego Oral
Fri Dec 05 10:40 AM -- 11:00 AM (PST) @ Upper Level Ballroom 6CDEF None
NOVA: A Benchmark for Rare Anomaly Localization and Clinical Reasoning in Brain MRI
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OpenReview]
San Diego Oral
Fri Dec 05 10:40 AM -- 11:00 AM (PST) @ Upper Level Ballroom 20D None
Memory Mosaics at scale
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4311
Faster Video Diffusion with Trainable Sparse Attention
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3004
On the Optimality of the Median-of-Means Estimator under Adversarial Contamination
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 6
Reward-Aware Proto-Representations in Reinforcement Learning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3813
Towards Unsupervised Open-Set Graph Domain Adaptation via Dual Reprogramming
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3315
Faster Fixed-Point Methods for Multichain MDPs
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4211
LayerCraft: Enhancing Text-to-Image Generation with CoT Reasoning and Layered Object Integration
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1805
Chiron-o1: Igniting Multimodal Large Language Models towards Generalizable Medical Reasoning via Mentor-Intern Collaborative Search
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2604
Beyond Value Functions: Single-Loop Bilevel Optimization under Flatness Conditions
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1400
Personalized Subgraph Federated Learning with Differentiable Auxiliary Projections
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1006
Risk Management for Mitigating Benchmark Failure Modes: BenchRisk
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #901
Feature Unlearning: Theoretical Foundations and Practical Applications with Shuffling
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4102
GPAS: Accelerating Convergence of LLM Pretraining via Gradient-Preserving Activation Scaling
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Slides]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3800
FACT: Mitigating Inconsistent Hallucinations in LLMs via Fact-Driven Alternating Code-Text Training
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3609
Fast Monte Carlo Tree Diffusion: 100× Speedup via Parallel and Sparse Planning
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4917
BeyondMix: Leveraging Structural Priors and Long-Range Dependencies for Domain-Invariant LiDAR Segmentation
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3518
Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2809
Learning to Clean: Reinforcement Learning for Noisy Label Correction
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3415
Tensor-Parallelism with Partially Synchronized Activations
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #403
Adaptively Coordinating with Novel Partners via Learned Latent Strategies
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1014
Interpreting vision transformers via residual replacement model
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5402
CREA: A Collaborative Multi-Agent Framework for Creative Image Editing and Generation
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3403
SPMDM: Enhancing Masked Diffusion Models through Simplifing Sampling Path
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #510
Structure Matters: Dynamic Policy Gradient
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4901
CLIPTTA: Robust Contrastive Vision-Language Test-Time Adaptation
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4407
NFL-BA: Near-Field Light Bundle Adjustment for SLAM in Dynamic Lighting
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
The Quest for Universal Master Key Filters in DS-CNNs
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1901
RAST: Reasoning Activation in LLMs via Small-model Transfer
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #912
Inverse Optimization Latent Variable Models for Learning Costs Applied to Route Problems
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4613
DecompNet: Enhancing Time Series Forecasting Models with Implicit Decomposition
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1110
Towards Interpretability Without Sacrifice: Faithful Dense Layer Decomposition with Mixture of Decoders
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2406
Doubly-Robust Estimation of Counterfactual Policy Mean Embeddings
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4402
GeoCAD: Local Geometry-Controllable CAD Generation with Large Language Models
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Slides]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 10
User-Instructed Disparity-aware Defocus Control
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Slides]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2707
Parameter Efficient Fine-tuning via Explained Variance Adaptation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #412
Generalizing Verifiable Instruction Following
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3505
Compositional Discrete Latent Code for High Fidelity, Productive Diffusion Models
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #216
Open-World Drone Active Tracking with Goal-Centered Rewards
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2814
Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2104
PF∆: A Benchmark Dataset for Power Flow under Load, Generation, and Topology Variations
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #606
Stationary Kernels and Gaussian Processes on Lie Groups and their Homogeneous Spaces II: non-compact symmetric spaces
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JMLR]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5302
HYPERION: Fine-Grained Hypersphere Alignment for Robust Federated Graph Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #100
Decompile-Bench: Million-Scale Binary-Source Function Pairs for Real-World Binary Decompilation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
THD-BAR: Topology Hierarchical Derived Brain Autoregressive Modeling for EEG Generic Representations
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1101
Auto-Search and Refinement: An Automated Framework for Gender Bias Mitigation in Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #208
LVLM-Driven Attribute-Aware Modeling for Visible-Infrared Person Re-Identification
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4301
Unifying Reconstruction and Density Estimation via Invertible Contraction Mapping in One-Class Classification
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #112
CLIMB: Class-imbalanced Learning Benchmark on Tabular Data
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #116
MIDAS: Misalignment-based Data Augmentation Strategy for Imbalanced Multimodal Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2414
Data-Adaptive Exposure Thresholds under Network Interference
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3013
Valid Selection among Conformal Sets
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #810
DynaPipe: Dynamic Layer Redistribution for Efficient Serving of LLMs with Pipeline Parallelism
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5404
Which Data Attributes Stimulate Math and Code Reasoning? An Investigation via Influence Functions
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4009
ExPO: Unlocking Hard Reasoning with Self-Explanation-Guided Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4012
No Loss, No Gain: Gated Refinement and Adaptive Compression for Prompt Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #413
Provably Efficient Online RLHF with One-Pass Reward Modeling
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2906
Strategic Cost Selection in Participatory Budgeting
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4417
Spike4DGS: Towards High-Speed Dynamic Scene Rendering with 4D Gaussian Splatting via a Spike Camera Array
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3912
GaRA-SAM: Robustifying Segment Anything Model with Gated-Rank Adaptation
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2502
FoGE: Fock Space inspired encoding for graph prompting
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2304
Benchmarking End-To-End Performance of AI-Based Chip Placement Algorithms
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5315
Principled Fine-tuning of LLMs from User-Edits: A Medley of Preference, Supervision, and Reward
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2600
Revising and Falsifying Sparse Autoencoder Feature Explanations
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1103
Discretization-free Multicalibration through Loss Minimization over Tree Ensembles
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5306
Seeing the Arrow of Time in Large Multimodal Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4910
Register and [CLS] tokens induce a decoupling of local and global features in large ViTs
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5318
CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2004
A Multimodal BiMamba Network with Test-Time Adaptation for Emotion Recognition Based on Physiological Signals
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2902
Online Inverse Linear Optimization: Efficient Logarithmic-Regret Algorithm, Robustness to Suboptimality, and Lower Bound
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #607
Optimal kernel regression bounds under energy-bounded noise
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4005
Who You Are Matters: Bridging Interests and Social Roles via LLM-Enhanced Logic Recommendation
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #701
Improved Approximation Algorithms for Chromatic and Pseudometric-Weighted Correlation Clustering
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5316
ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5208
Succeed or Learn Slowly: Sample Efficient Off-Policy Reinforcement Learning for Mobile App Control
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1811
System Prompt Optimization with Meta-Learning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5511
Breaking the Order Barrier: Off-Policy Evaluation for Confounded POMDPs
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #711
Factor Decorrelation Enhanced Data Removal from Deep Predictive Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5500
LoRA vs Full Fine-tuning: An Illusion of Equivalence
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5514
Spotlight Attention: Towards Efficient LLM Generation via Non-linear Hashing-based KV Cache Retrieval
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #806
FedWMSAM: Fast and Flat Federated Learning via Weighted Momentum and Sharpness-Aware Minimization
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1409
Personalized Safety in LLMs: A Benchmark and A Planning-Based Agent Approach
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1513
Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment
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Slides]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #414
NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5416
ReDit: Reward Dithering for Improved LLM Policy Optimization
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Memory-Augmented Potential Field Theory: A Framework for Adaptive Control in Non-Convex Domains
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3317
Zero-Shot Context Generalization in Reinforcement Learning from Few Training Contexts
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #904
TF-MAS: Training-free Mamba2 Architecture Search
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5017
Dataset Distillation of 3D Point Clouds via Distribution Matching
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OpenReview]
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1504
PhyBlock: A Progressive Benchmark for Physical Understanding and Planning via 3D Block Assembly
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2305
MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3704
Greed is Good: A Unifying Perspective on Guided Generation
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1815
Practical and Effective Code Watermarking for Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2616
Multiresolution Analysis and Statistical Thresholding on Dynamic Networks
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5107
SRSR: Enhancing Semantic Accuracy in Real-World Image Super-Resolution with Spatially Re-Focused Text-Conditioning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #614
Embeddings as Probabilistic Equivalence in Logic Programs
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4404
REArtGS: Reconstructing and Generating Articulated Objects via 3D Gaussian Splatting with Geometric and Motion Constraints
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Slides]
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4514
Event-based HDR Structured Light
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Slides]
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3313
A Novel General Framework for Sharp Lower Bounds in Succinct Stochastic Bandits
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Slides]
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1510
Safety Depth in Large Language Models: A Markov Chain Perspective
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3811
Continuous Simplicial Neural Networks
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #710
TSENOR: Highly-Efficient Algorithm for Finding Transposable N:M Sparse Masks
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4413
Generative Perception of Shape and Material from Differential Motion
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Slides]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2015
A data and task-constrained mechanistic model of the mouse outer retina shows robustness to contrast variations
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #105
Unlocking SLM Potential for Data Analysis Code Generation via Non-Parametric Knowledge Distillation
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4902
Breaking Latent Prior Bias in Detectors for Generalizable AIGC Image Detection
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3202
Quantitative convergence of trained neural networks to Gaussian processes
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4109
Extrapolation by Association: Length Generalization Transfer In Transformers
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1312
Flick: Empowering Federated Learning with Commonsense Knowledge
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3402
Knowledge Distillation of Uncertainty using Deep Latent Factor Model
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #301
Value Improved Actor Critic Algorithms
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2513
When Additive Noise Meets Unobserved Mediators: Bivariate Denoising Diffusion for Causal Discovery
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3003
Contextual Dynamic Pricing with Heterogeneous Buyers
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1212
FairNet: Dynamic Fairness Correction without Performance Loss via Contrastive Conditional LoRA
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2307
TimeXL: Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1711
DiffLiG: Diffusion-enhanced Liquid Graph with Attention Propagation for Grid-to-Station Precipitation Correction
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2303
MS-Bench: Evaluating LMMs in Ancient Manuscript Study through a Dunhuang Case Study
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3207
Adapting to Stochastic and Adversarial Losses in Episodic MDPs with Aggregate Bandit Feedback
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5513
Adaptive Distraction: Probing LLM Contextual Robustness with Automated Tree Search
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2712
SEAL: Semantic-Aware Hierarchical Learning for Generalized Category Discovery
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4419
ReCon-GS: Continuum-Preserved Guassian Streaming for Fast and Compact Reconstruction of Dynamic Scenes
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4615
Q-Insight: Understanding Image Quality via Visual Reinforcement Learning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2002
LibriBrain: Over 50 Hours of Within-Subject MEG to Improve Speech Decoding Methods at Scale
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1613
Towards Prospective Medical Image Reconstruction via Knowledge-Informed Dynamic Optimal Transport
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4604
Unleashing Hour-Scale Video Training for Long Video-Language Understanding
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5502
Restricted Spectral Gap Decomposition for Simulated Tempering Targeting Mixture Distributions
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4302
ThermalGen: Style-Disentangled Flow-Based Generative Models for RGB-to-Thermal Image Translation
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1005
Model Provenance Testing for Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
More Than Generation: Unifying Generation and Depth Estimation via Text-to-Image Diffusion Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5008
Fuse2Match: Training-Free Fusion of Flow, Diffusion, and Contrastive Models for Zero-Shot Semantic Matching
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 8
Connectome-Based Modelling Reveals Orientation Maps in the Drosophila Optic Lobe
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3911
Tracing Back the Malicious Clients in Poisoning Attacks to Federated Learning
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #202
Forecasting in Offline Reinforcement Learning for Non-stationary Environments
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #514
How Far Are We from Optimal Reasoning Efficiency?
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5509
Data Mixing Can Induce Phase Transitions in Knowledge Acquisition
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #515
Predictive Preference Learning from Human Interventions
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1007
Rethinking Circuit Completeness in Language Models: AND, OR, and ADDER Gates
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3900
Generalization Error Analysis for Selective State-Space Models Through the Lens of Attention
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3005
Understanding the Generalization of Stochastic Gradient Adam in Learning Neural Networks
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #303
Reinforced Context Order Recovery for Adaptive Reasoning and Planning
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3818
Uncertainty Estimation on Graphs with Structure Informed Stochastic Partial Differential Equations
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5311
MLLMs Need 3D-Aware Representation Supervision for Scene Understanding
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3501
Cascaded Language Models for Cost-Effective Human–AI Decision-Making
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5312
FairDD: Fair Dataset Distillation
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #610
Metropolis Adjusted Microcanonical Hamiltonian Monte Carlo
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Slides]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1905
K-DeCore: Facilitating Knowledge Transfer in Continual Structured Knowledge Reasoning via Knowledge Decoupling
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Poster]
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OpenReview]
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5004
BEDLAM2.0: Synthetic humans and cameras in motion
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Poster]
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OpenReview]
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1505
WebGen-Bench: Evaluating LLMs on Generating Interactive and Functional Websites from Scratch
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OpenReview]
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3404
Memory Mosaics at scale
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Poster]
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OpenReview]
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4319
InfinityStar: Unified Spacetime AutoRegressive Modeling for Visual Generation
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OpenReview]
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3612
Large Language Diffusion Models
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OpenReview]
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5307
HyperET: Efficient Training in Hyperbolic Space for Multi-modal Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2407
Differentiable Constraint-Based Causal Discovery
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2000
REFED: A Subject Real-time Dynamic Labeled EEG-fNIRS Synchronized Recorded Emotion Dataset
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1708
PRESCRIBE: Predicting Single-Cell Responses with Bayesian Estimation
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3417
TANDEM: Bi-Level Data Mixture Optimization with Twin Networks
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2417
The third pillar of causal analysis? A measurement perspective on causal representations
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5104
InterMT: Multi-Turn Interleaved Preference Alignment with Human Feedback
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4510
MedSG-Bench: A Benchmark for Medical Image Sequences Grounding
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4507
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1507
Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2105
TIDMAD: Time Series Dataset for Discovering Dark Matter with AI Denoising
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3611
Diffusion Generative Modeling on Lie Group Representations
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2400
PurpCode: Reasoning for Safer Code Generation
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1701
Thousand Voices of Trauma: A Large-Scale Synthetic Dataset for Modeling Prolonged Exposure Therapy Conversations
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Slides]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1104
SAGE-Eval: Evaluating LLMs for Systematic Generalizations of Safety Facts
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1406
Detecting Generated Images by Fitting Natural Image Distributions
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2508
HEIR: Learning Graph-Based Motion Hierarchies
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4206
WISA: World simulator assistant for physics-aware text-to-video generation
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2900
The Generative Leap: Tight Sample Complexity for Efficiently Learning Gaussian Multi-Index Models
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3802
Self-Assembling Graph Perceptrons
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5309
Inverse Methods for Missing Data Imputation
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #210
d1: Scaling Reasoning in Diffusion Large Language Models via Reinforcement Learning
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4610
MDReID: Modality-Decoupled Learning for Any-to-Any Multi-Modal Object Re-Identification
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2408
Differentiable Cyclic Causal Discovery Under Unmeasured Confounders
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3805
What Expressivity Theory Misses: Message Passing Complexity for GNNs
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #415
STITCH-OPE: Trajectory Stitching with Guided Diffusion for Off-Policy Evaluation
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Slides]
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1011
Improving Perturbation-based Explanations by Understanding the Role of Uncertainty Calibration
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4200
Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3204
Data-Dependent Regret Bounds for Constrained MABs
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2005
Decomposing stimulus-specific sensory neural information via diffusion models
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3614
Elucidated Rolling Diffusion Models for Probabilistic Forecasting of Complex Dynamics
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3607
MoESD: Unveil Speculative Decoding's Potential for Accelerating Sparse MoE
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #907
BayeSQP: Bayesian Optimization through Sequential Quadratic Programming
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2212
Latent Policy Barrier: Learning Robust Visuomotor Policies by Staying In-Distribution
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2702
A learnability analysis on neuro-symbolic learning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1208
The VLLM Safety Paradox: Dual Ease in Jailbreak Attack and Defense
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3009
On Transferring Transferability: Towards a Theory for Size Generalization
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #402
Multi-agent Markov Entanglement
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3904
Stab-SGD: Noise-Adaptivity in Smooth Optimization with Stability Ratios
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Slides]
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Poster]
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Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5517
Boosting Knowledge Utilization in Multimodal Large Language Models via Adaptive Logits Fusion and Attention Reallocation
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1410
Differentially Private Relational Learning with Entity-level Privacy Guarantees
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1813
Uncertain Knowledge Graph Completion via Semi-Supervised Confidence Distribution Learning
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2102
Transformers for Mixed-type Event Sequences
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3011
On the necessity of adaptive regularisation: Optimal anytime online learning on $\boldsymbol{\ell_p}$-balls
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3907
Depth-Width Tradeoffs for Transformers on Graph Tasks
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
DrivingRecon: Large 4D Gaussian Reconstruction Model For Autonomous Driving
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4908
DeltaFlow: An Efficient Multi-frame Scene Flow Estimation Method
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1509
Blameless Users in a Clean Room: Defining Copyright Protection for Generative Models
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2700
An Efficient Orlicz-Sobolev Approach for Transporting Unbalanced Measures on a Graph
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3108
Optimal Spectral Transitions in High-Dimensional Multi-Index Models
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Light-Weight Diffusion Multiplier and Uncertainty Quantification for Fourier Neural Operators
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1614
Beyond Chemical QA: Evaluating LLM's Chemical Reasoning with Modular Chemical Operations
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3106
Sharp Gaussian approximations for Decentralized Federated Learning
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4703
Tracking and Understanding Object Transformations
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3619
Is Noise Conditioning Necessary? A Unified Theory of Unconditional Graph Diffusion Models
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #707
Unlocking Dataset Distillation with Diffusion Models
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2101
ENMA: Tokenwise Autoregression for Continuous Neural PDE Operators
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
The Hawthorne Effect in Reasoning Models: Evaluating and Steering Test Awareness
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3715
KLASS: KL-Guided Fast Inference in Masked Diffusion Models
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Slides]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #909
Non-Clairvoyant Scheduling with Progress Bars
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #304
Option-aware Temporally Abstracted Value for Offline Goal-Conditioned Reinforcement Learning
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Slides]
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5501
Interactive Anomaly Detection for Articulated Objects via Motion Anticipation
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4000
Scaling can lead to compositional generalization
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2914
Robust Policy Expansion for Offline-to-Online RL under Diverse Data Corruption
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4518
Gaussian Herding across Pens: An Optimal Transport Perspective on Global Gaussian Reduction for 3DGS
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Slides]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3803
Sound Logical Explanations for Mean Aggregation Graph Neural Networks
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5013
SoPo: Text-to-Motion Generation Using Semi-Online Preference Optimization
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Slides]
[
Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4819
SANSA: Unleashing the Hidden Semantics in SAM2 for Few-Shot Segmentation
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Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3816
Return of ChebNet: Understanding and Improving an Overlooked GNN on Long Range Tasks
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2205
Neural Green’s Functions
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #302
Counteractive RL: Rethinking Core Principles for Efficient and Scalable Deep Reinforcement Learning
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #703
On the Optimal Construction of Unbiased Gradient Estimators for Zeroth-Order Optimization
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #816
SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4111
Quantization Error Propagation: Revisiting Layer-Wise Post-Training Quantization
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1407
Exploring the Noise Robustness of Online Conformal Prediction
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1016
DEXTER: Diffusion-Guided EXplanations with TExtual Reasoning for Vision Models
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Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 5
SHAP values via sparse Fourier representation
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2013
Separating the 'what' and 'how' of compositional computation to enable reuse and continual learning
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4201
Accelerating Diffusion LLMs via Adaptive Parallel Decoding
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1610
AutoDiscovery: Open-ended Scientific Discovery via Bayesian Surprise
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2512
GSAlign: Geometric and Semantic Alignment Network for Aerial-Ground Person Re-Identification
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
AI Progress Should Be Measured by Capability-Per-Resource, Not Scale Alone: A Framework for Gradient-Guided Resource Allocation in LLMs
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1313
Fostering the Ecosystem of AI for Social Impact Requires Expanding and Strengthening Evaluation Standards
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4401
SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5105
PanTS: The Pancreatic Tumor Segmentation Dataset
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #804
PARALLELPROMPT: Extracting Parallelism from Large Language Model Queries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5102
LooGLE v2: Are LLMs Ready for Real World Long Dependency Challenges?
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1508
TAPAS: Datasets for Learning the Learning with Errors Problem
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5101
DQVis Dataset: Natural Language to Biomedical Visualization
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4508
FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #102
The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5100
The Curse of Multi-Modalities: Evaluating Hallucinations of Large Multimodal Models across Language, Visual, and Audio
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5200
Can LLMs Outshine Conventional Recommenders? A Comparative Evaluation
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4506
Roboflow100-VL: A Multi-Domain Object Detection Benchmark for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5201
MIR-Bench: Can Your LLM Recognize Complicated Patterns via Many-Shot In-Context Reasoning?
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #101
Towards A Generalist Code Embedding Model Based On Massive Data Synthesis
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4505
Knot So Simple: A Minimalistic Environment for Spatial Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1402
AbstentionBench: Reasoning LLMs Fail on Unanswerable Questions
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #114
nvBench 2.0: Resolving Ambiguity in Text-to-Visualization through Stepwise Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #400
URB - Urban Routing Benchmark for RL-equipped Connected Autonomous Vehicles
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1403
Fantastic Bugs and Where to Find Them in AI Benchmarks
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2001
Long-term Intracortical Neural activity and Kinematics (LINK): An intracortical neural dataset for chronic brain-machine interfaces, neuroscience, and machine learning
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Slides]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1703
3D-RAD: A Comprehensive 3D Radiology Med-VQA Dataset with Multi-Temporal Analysis and Diverse Diagnostic Tasks
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4914
CaMiT: A Time-Aware Car Model Dataset for Classification and Generation
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5002
Mars-Bench: A Benchmark for Evaluating Foundation Models for Mars Science Tasks
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4913
OpenLex3D: A Tiered Benchmark for Open-Vocabulary 3D Scene Representations
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5003
BurstDeflicker: A Benchmark Dataset for Flicker Removal in Dynamic Scenes
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1710
MTBBench: A Multimodal Sequential Clinical Decision-Making Benchmark in Oncology
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4502
VADB: A Large-Scale Video Aesthetic Database with Professional and Multi-Dimensional Annotations
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4912
Diffusion Classifiers Understand Compositionality, but Conditions Apply
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4203
Alchemist: Turning Public Text-to-Image Data into Generative Gold
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2302
BountyBench: Dollar Impact of AI Agent Attackers and Defenders on Real-World Cybersecurity Systems
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2311
NoBOOM: Chemical Process Datasets for Industrial Anomaly Detection
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1809
XIFBench: Evaluating Large Language Models on Multilingual Instruction Following
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2714
MergeBench: A Benchmark for Merging Domain-Specialized LLMs
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1405
BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #702
SVRPBench: A Realistic Benchmark for Stochastic Vehicle Routing Problem
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5205
Towards Identifiability of Hierarchical Temporal Causal Representation Learning
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1502
Non-stationary Equivariant Graph Neural Networks for Physical Dynamics Simulation
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3507
ComPO: Preference Alignment via Comparison Oracles
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4602
Audio-Sync Video Generation with Multi-Stream Temporal Control
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3506
Diffusion Transformers for Imputation: Statistical Efficiency and Uncertainty Quantification
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2207
HCRMP: An LLM-Hinted Contextual Reinforcement Learning Framework for Autonomous Driving
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5319
EvoLM: In Search of Lost Language Model Training Dynamics
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Tru-POMDP: Task Planning Under Uncertainty via Tree of Hypotheses and Open-Ended POMDPs
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 4
Teaching Language Models to Evolve with Users: Dynamic Profile Modeling for Personalized Alignment
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3504
Mitigating Forgetting in LLM Fine-Tuning via Low-Perplexity Token Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4603
ForgerySleuth: Empowering Multimodal Large Language Models for Image Manipulation Detection
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #313
Sequential Multi-Agent Dynamic Algorithm Configuration
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4916
Merlin L48 Spectrogram Dataset
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4509
Embodied Web Agents: Bridging Physical-Digital Realms for Integrated Agent Intelligence
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #209
On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization
[
Slides]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4205
Conditional Panoramic Image Generation via Masked Autoregressive Modeling
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5206
See&Trek: Training-Free Spatial Prompting for Multimodal Large Language Model
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3901
Distributional Training Data Attribution: What do Influence Functions Sample?
[
Slides]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4504
EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3908
Dual-Flow: Transferable Multi-Target, Instance-Agnostic Attacks via $\textit{In-the-wild}$ Cascading Flow Optimization
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #914
R-KV: Redundancy-aware KV Cache Compression for Reasoning Models
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2103
MLIP Arena: Advancing Fairness and Transparency in Machine Learning Interatomic Potentials via an Open, Accessible Benchmark Platform
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3503
Precise Diffusion Inversion: Towards Novel Samples and Few-Step Models
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1009
From Black-box to Causal-box: Towards Building More Interpretable Models
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2003
Adaptive Fission: Post-training Encoding for Low-latency Spike Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1702
DermaCon-IN: A Multiconcept-Annotated Dermatological Image Dataset of Indian Skin Disorders for Clinical AI Research
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1700
Decoding Causal Structure: End-to-End Mediation Pathways Inference
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5505
MARS: A Malignity-Aware Backdoor Defense in Federated Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4403
HyRF: Hybrid Radiance Fields for Memory-efficient and High-quality Novel View Synthesis
[
Slides]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3302
Revolutionizing Training-Free NAS: Towards Efficient Automatic Proxy Discovery via Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4605
UI-Genie: A Self-Improving Approach for Iteratively Boosting MLLM-based Mobile GUI Agents
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1503
Can Large Multimodal Models Understand Agricultural Scenes? Benchmarking with AgroMind
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4606
GRE Suite: Geo-localization Inference via Fine-Tuned Vision-Language Models and Enhanced Reasoning Chains
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2209
Blindfolded Experts Generalize Better: Insights from Robotic Manipulation and Videogames
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3208
Protocols for Verifying Smooth Strategies in Bandits and Games
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #905
Binary Quadratic Quantization: Beyond First-Order Quantization for Real-Valued Matrix Compression
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #805
SpecEdge: Scalable Edge-Assisted Serving Framework for Interactive LLMs
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5209
GIST: Greedy Independent Set Thresholding for Max-Min Diversification with Submodular Utility
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2100
Generating Full-field Evolution of Physical Dynamics from Irregular Sparse Observations
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2315
Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3500
Derivative-Free Guidance in Continuous and Discrete Diffusion Models with Soft Value-based Decoding
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4405
H3D-DGS: Exploring Heterogeneous 3D Motion Representation for Deformable 3D Gaussian Splatting
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4618
ViSPLA: Visual Iterative Self-Prompting for Language-Guided 3D Affordance Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2200
AION-1: Omnimodal Foundation Model for Astronomical Sciences
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5314
State Size Independent Statistical Error Bound for Discrete Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3303
pLSTM: parallelizable Linear Source Transition Mark networks
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4607
HoliTom: Holistic Token Merging for Fast Video Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1102
FedFACT: A Provable Framework for Controllable Group-Fairness Calibration in Federated Learning
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3301
BMW: Bidirectionally Memory bank reWriting for Unsupervised Person Re-Identification
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4608
Enhancing Compositional Reasoning in CLIP via Reconstruction and Alignment of Text Descriptions
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3001
Oracle-Efficient Combinatorial Semi-Bandits
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3311
Tight Bounds for Answering Adaptively Chosen Concentrated Queries
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #709
Faster Algorithms for Structured John Ellipsoid Computation
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5006
HIDISC: A Hyperbolic Framework for Domain Generalization with Generalized Category Discovery
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5210
Real-World Adverse Weather Image Restoration via Dual-Level Reinforcement Learning with High-Quality Cold Start
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3600
Discovering Important Experts for Mixture-of-Experts Models Pruning Through a Theoretical Perspective
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4611
Mitigating Hallucination in VideoLLMs via Temporal-Aware Activation Engineering
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1004
Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4207
VideoTitans: Scalable Video Prediction with Integrated Short- and Long-term Memory
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2510
Feature-aware Modulation for Learning from Temporal Tabular Data
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1616
JAMUN: Bridging Smoothed Molecular Dynamics and Score-Based Learning for Conformational Ensemble Generation
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2507
Learning from Disjoint Views: A Contrastive Prototype Matching Network for Fully Incomplete Multi-View Clustering
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3913
Best-of-N Jailbreaking
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5007
Efficient and Generalizable Mixed-Precision Quantization via Topological Entropy
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #808
Multiplayer Federated Learning: Reaching Equilibrium with Less Communication
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2409
Pattern-Guided Adaptive Prior for Structure Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1709
JanusDNA: A Powerful Bi-directional Hybrid DNA Foundation Model
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1501
SRA-CL: Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1500
RAD: Training an End-to-End Driving Policy via Large-Scale 3DGS-based Reinforcement Learning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 2
HypoBootstrap: A Bootstrapping Framework for Inductive Reasoning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1617
Tensor Decomposition Networks for Accelerating Machine Learning Force Field Computations
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #211
How Ensembles of Distilled Policies Improve Generalisation in Reinforcement Learning
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4007
Achilles' Heel of Mamba: Essential difficulties of the Mamba architecture demonstrated by synthetic data
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3605
Controlling Thinking Speed in Reasoning Models
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3310
Robust Distributed Estimation: Extending Gossip Algorithms to Ranking and Trimmed Means
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2210
ReinFlow: Fine-tuning Flow Matching Policy with Online Reinforcement Learning
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #708
Conditional Gradient Methods with Standard LMO for Stochastic Simple Bilevel Optimization
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4406
Optimize the Unseen - Fast NeRF Cleanup with Free Space Prior
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #212
Think Silently, Think Fast: Dynamic Latent Compression of LLM Reasoning Chains
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5009
DynamicVerse: A Physically-Aware Multimodal Framework for 4D World Modeling
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2211
Convergent Functions, Divergent Forms
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4008
Beyond the Surface: Enhancing LLM-as-a-Judge Alignment with Human via Internal Representations
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4408
3DOT: Texture Transfer for 3DGS Objects from a Single Reference Image
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1904
Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1310
FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4614
SceneForge: Enhancing 3D-text alignment with Structured Scene Compositions
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4616
Perception-R1: Pioneering Perception Policy with Reinforcement Learning
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3602
A Data-Driven Prism: Multi-View Source Separation with Diffusion Model Priors
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1408
Unlearned but Not Forgotten: Data Extraction after Exact Unlearning in LLM
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #416
Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5010
MiniMax-Remover: Taming Bad Noise Helps Video Object Removal
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2505
NeurIPT: Foundation Model for Neural Interfaces
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2504
Autoencoding Random Forests
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4010
Discovering Data Structures: Nearest Neighbor Search and Beyond
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4617
StreamBridge: Turning Your Offline Video Large Language Model into a Proactive Streaming Assistant
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #504
Statistical Analysis of the Sinkhorn Iterations for Two-Sample Schr\"{o}dinger Bridge Estimation
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2503
$\boldsymbol{\lambda}$-Orthogonality Regularization for Compatible Representation Learning
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3604
Anchored Diffusion Language Model
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1003
FlashMoE: Fast Distributed MoE in a Single Kernel
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3606
SAO-Instruct: Free-form Audio Editing using Natural Language Instructions
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3906
Non-Singularity of the Gradient Descent Map for Neural Networks with Piecewise Analytic Activations
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5507
SuperCLIP: CLIP with Simple Classification Supervision
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1800
PathVQ: Reforming Computational Pathology Foundation Model for Whole Slide Image Analysis via Vector Quantization
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4208
CAMILA: Context-Aware Masking for Image Editing with Language Alignment
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #213
Scaling Off-Policy Reinforcement Learning with Batch and Weight Normalization
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3309
Optimal Estimation of the Best Mean in Multi-Armed Bandits
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4619
Promptable 3-D Object Localization with Latent Diffusion Models
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4209
Future-Aware End-to-End Driving: Bidirectional Modeling of Trajectory Planning and Scene Evolution
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #214
Measure gradients, not activations! Enhancing neuronal activity in deep reinforcement learning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1600
CReFT-CAD: Boosting Orthographic Projection Reasoning for CAD via Reinforcement Fine-Tuning
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1309
OASIS: One-Shot Federated Graph Learning via Wasserstein Assisted Knowledge Integration
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3006
A Closer Look at NTK Alignment: Linking Phase Transitions in Deep Image Regression
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2006
Self-Supervised Discovery of Neural Circuits in Spatially Patterned Neural Responses with Graph Neural Networks
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #608
List-Level Distribution Coupling with Applications to Speculative Decoding and Lossy Compression
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #800
Non-monotone Submodular Optimization: $p$-Matchoid Constraints and Fully Dynamic Setting
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4719
VITRIX-CLIPIN: Enhancing Fine-Grained Visual Understanding in CLIP via Instruction-Editing Data and Long Captions
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2701
Optimal Online Change Detection via Random Fourier Features
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3308
Adaptive Data Analysis for Growing Data
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2007
Exponential Dynamic Energy Network for High Capacity Sequence Memory
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4011
Uncertainty Quantification for Physics-Informed Neural Networks with Extended Fiducial Inference
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2913
Stable Matching with Ties: Approximation Ratios and Learning
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #215
Focus-Then-Reuse: Fast Adaptation in Visual Perturbation Environments
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3008
Stochastic Gradients under Nuisances
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #106
Steering Generative Models with Experimental Data for Protein Fitness Optimization
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2501
Global Minimizers of Sigmoid Contrastive Loss
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2009
Brain-Informed Fine-Tuning for Improved Multilingual Understanding in Language Models
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4818
Generalizable Hand-Object Modeling from Monocular RGB Images via 3D Gaussians
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1601
ReMindRAG: Low-Cost LLM-Guided Knowledge Graph Traversal for Efficient RAG
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2912
Efficient Last-Iterate Convergence in Solving Extensive-Form Games
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2010
Bridging Brains and Concepts: Interpretable Visual Decoding from fMRI with Semantic Bottlenecks
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1308
Ascent Fails to Forget
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5014
Diffusion Feature Field for Text-based 3D Editing with Gaussian Splatting
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2500
Angular Constraint Embedding via SpherePair Loss for Constrained Clustering
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5310
Asymmetric Dual-Lens Video Deblurring
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4410
Motion4D: Learning 3D-Consistent Motion and Semantics for 4D Scene Understanding
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1812
S'MoRE: Structural Mixture of Residual Experts for Parameter-Efficient LLM Fine-tuning
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4909
BiggerGait: Unlocking Gait Recognition with Layer-wise Representations from Large Vision Models
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1200
Residual Stream Analysis of Overfitting And Structural Disruptions
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3405
AlphaDecay: Module-wise Weight Decay for Heavy-Tailed Balancing in LLMs
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4013
SharpZO: Hybrid Sharpness-Aware Vision Language Model Prompt Tuning via Forward-Only Passes
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4411
PPMStereo: Pick-and-Play Memory Construction for Consistent Dynamic Stereo Matching
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1307
Time-uniform and Asymptotic Confidence Sequence of Quantile under Local Differential Privacy
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4816
GMM-based VAE model with Normalising Flow for effective stochastic segmentation
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #316
Centralized Reward Agent for Knowledge Sharing and Transfer in Multi-Task Reinforcement Learning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1814
Erasing Conceptual Knowledge from Language Models
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1602
InfantAgent-Next: A Multimodal Generalist Agent for Automated Computer Interaction
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2911
Markov Persuasion Processes: Learning to Persuade From Scratch
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4715
VideoHallu: Evaluating and Mitigating Multi-modal Hallucinations on Synthetic Video Understanding
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1306
ToxicTextCLIP: Text-Based Poisoning and Backdoor Attacks on CLIP Pre-training
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1603
Partition to Evolve: Niching-enhanced Evolution with LLMs for Automated Algorithm Discovery
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5015
Grids Often Outperform Implicit Neural Representation at Compressing Dense Signals
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3012
Multimodal Negative Learning
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #409
Revisiting Multi-Agent World Modeling from a Diffusion-Inspired Perspective
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3705
Fine-Tuning Discrete Diffusion Models with Policy Gradient Methods
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5409
SD-KDE: Score-Debiased Kernel Density Estimation
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4101
Reasoning Models Better Express Their Confidence
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2713
Synergy over Discrepancy: A Partition-Based Approach to Multi-Domain LLM Fine-Tuning
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5016
When No Paths Lead to Rome: Benchmarking Systematic Neural Relational Reasoning
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3318
Balancing Performance and Costs in Best Arm Identification
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4318
Towards Better & Faster Autoregressive Image Generation: From the Perspective of Entropy
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2214
UniMotion: A Unified Motion Framework for Simulation, Prediction and Planning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1202
Towards Generalizable Detector for Generated Image
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1712
GeoAda: Efficiently Finetune Geometric Diffusion Models with Equivariant Adapters
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #306
Trust, But Verify: A Self-Verification Approach to Reinforcement Learning with Verifiable Rewards
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4014
The Curse of Depth in Large Language Models
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #812
FedFree: Breaking Knowledge-sharing Barriers through Layer-wise Alignment in Heterogeneous Federated Learning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5406
Image Super-Resolution with Guarantees via Conformalized Generative Models
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3905
Sinusoidal Initialization, Time for a New Start
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1707
GLID$^2$E: A Gradient-Free Lightweight Fine-tune Approach for Discrete Biological Sequence Design
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2506
The Indra Representation Hypothesis
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2509
VisDiff: SDF-Guided Polygon Generation for Visibility Reconstruction, Characterization and Recognition
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5103
TalkCuts: A Large-Scale Dataset for Multi-Shot Human Speech Video Generation
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4907
ZigzagPointMamba: Spatial-Semantic Mamba for Point Cloud Understanding
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3903
Understanding the Evolution of the Neural Tangent Kernel at the Edge of Stability
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2803
Inference-Time Personalized Alignment with a Few User Preference Queries
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #603
Vicinal Label Supervision for Reliable Aleatoric and Epistemic Uncertainty Estimation
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2806
Learning Reconfigurable Representations for Multimodal Federated Learning with Missing Data
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #807
Towards Robust Parameter-Efficient Fine-Tuning for Federated Learning
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2012
MEIcoder: Decoding Visual Stimuli from Neural Activity by Leveraging Most Exciting Inputs
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5401
Domain-Specific Pruning of Large Mixture-of-Experts Models with Few-shot Demonstrations
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3110
Adversarial generalization of unfolding (model-based) networks
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4400
EverybodyDance: Bipartite Graph–Based Identity Correspondence for Multi-Character Animation
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3418
Bilevel ZOFO: Efficient LLM Fine-Tuning and Meta-Training
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4600
Seeking and Updating with Live Visual Knowledge
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #113
CSI-Bench: A Large-Scale In-the-Wild Dataset for Multi-task WiFi Sensing
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4717
Understanding and Rectifying Safety Perception Distortion in VLMs
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2612
3D-Prover: Diversity Driven Theorem Proving With Determinantal Point Processes
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1001
Tight High-Probability Bounds for Nonconvex Heavy-Tailed Scenario under Weaker Assumptions
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3601
GenIR: Generative Visual Feedback for Mental Image Retrieval
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Towards foundational LiDAR world models with efficient latent flow matching
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #513
Offline Goal-conditioned Reinforcement Learning with Quasimetric Representations
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4317
Image as a World: Generating Interactive World from Single Image via Panoramic Video Generation
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4316
FlowMo: Variance-Based Flow Guidance for Coherent Motion in Video Generation
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Slides]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4015
Beyond Greedy Exits: Improved Early Exit Decisions for Risk Control and Reliability
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1305
Differential Privacy for Euclidean Jordan Algebra with Applications to Private Symmetric Cone Programming
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4016
DuoGPT: Training-free Dual Sparsity through Activation-aware Pruning in LLMs
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1203
ImageSentinel: Protecting Visual Datasets from Unauthorized Retrieval-Augmented Image Generation
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #811
Genesis: Multimodal Driving Scene Generation with Spatio-Temporal and Cross-Modal Consistency
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #314
Deep RL Needs Deep Behavior Analysis: Exploring Implicit Planning by Model-Free Agents in Open-Ended Environments
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1412
Memory Injection Attacks on LLM Agents via Query-Only Interaction
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5304
Theoretical Investigation of Adafactor for Non-Convex Smooth Optimization
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3808
Dual Prototype-Enhanced Contrastive Framework for Class-Imbalanced Graph Domain Adaptation
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4712
Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehension
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2206
ChatbotID: Identifying Chatbots with Granger Causality Test
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #813
Approximate Gradient Coding for Distributed Learning with Heterogeneous Stragglers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2601
Registration is a Powerful Rotation-Invariance Learner for 3D Anomaly Detection
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2411
Practical Kernel Selection for Kernel-based Conditional Independence Test
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1013
Boosting the Uniqueness of Neural Networks Fingerprints with Informative Triggers
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Slides]
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #900
When majority rules, minority loses: bias amplification of gradient descent
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Slides]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Navigating the MIL Trade-Off: Flexible Pooling for Whole Slide Image Classification
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2602
Stochastic Forward-Forward Learning through Representational Dimensionality Compression
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4314
Entropy Rectifying Guidance for Diffusion and Flow Models
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Compressed and Smooth Latent Space for Text Diffusion Modeling
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3510
Self-Refining Language Model Anonymizers via Adversarial Distillation
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2300
Text-to-Code Generation for Modular Building Layouts in Building Information Modeling
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3902
Bayes optimal learning of attention-indexed models
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4414
CAGE: Continuity-Aware edGE Network Unlocks Robust Floorplan Reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3409
Activation-Informed Merging of Large Language Models
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4415
GLVD: Guided Learned Vertex Descent
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3015
Replicable Online Learning
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #311
Generating Creative Chess Puzzles
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5303
MiCo: Multi-image Contrast for Reinforcement Visual Reasoning
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3809
Association-Focused Path Aggregation for Graph Fraud Detection
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #903
Sparse MeZO: Less Parameters for Better Performance in Zeroth-Order LLM Fine-Tuning
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4710
VideoLucy: Deep Memory Backtracking for Long Video Understanding
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4313
CPO: Condition Preference Optimization for Controllable Image Generation
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4312
Aligning Text to Image in Diffusion Models is Easier Than You Think
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4709
Scaling RL to Long Videos
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #110
Scaling Up Active Testing to Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #109
Whose Instructions Count? Resolving Preference Bias in Instruction Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3410
Progressive Data Dropout: An Embarrassingly Simple Approach to Train Faster
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #609
Energy-based generator matching: A neural sampler for general state space
[
Slides]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2910
The Complexity of Correlated Equilibria in Generalized Games
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1607
BlockScan: Detecting Anomalies in Blockchain Transactions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4817
OPMapper: Enhancing Open-Vocabulary Semantic Segmentation with Multi-Guidance Information
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Tight Bounds on the Distortion of Randomized and Deterministic Distributed Voting
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Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #404
A Principle of Targeted Intervention for Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3411
Elastic Robust Unlearning of Specific Knowledge in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1115
Trajectory Balance with Asynchrony: Decoupling Exploration and Learning for Fast, Scalable LLM Post-Training
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4708
TC-Light: Temporally Coherent Generative Rendering for Realistic World Transfer
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1915
E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1414
TRAP: Targeted Redirecting of Agentic Preferences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #309
Imagine Beyond ! Distributionally Robust Autoencoding for State Space Coverage in Online Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #405
Towards Principled Unsupervised Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2711
Compact Memory for Continual Logistic Regression
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3109
Evolution of Information in Interactive Decision Making: A Case Study for Multi-Armed Bandits
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4018
Fourier Analysis Network
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3514
Overcoming Long Context Limitations of State Space Models via Context Dependent Sparse Attention
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1304
Rethinking the Role of Verbatim Memorization in LLM Privacy
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2800
Bandit Guided Submodular Curriculum for Adaptive Subset Selection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4707
GUI-Rise: Structured Reasoning and History Summarization for GUI Navigation
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1914
ProRL: Prolonged Reinforcement Learning Expands Reasoning Boundaries in Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #716
Opinion Maximization in Social Networks by Modifying Internal Opinions
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #308
Enhancing Interpretability in Deep Reinforcement Learning through Semantic Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4418
Orientation Matters: Making 3D Generative Models Orientation-Aligned
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4706
MixSignGraph: A Sign Sequence is Worth Mixed Graphs of Nodes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3209
Put CASH on Bandits: A Max K-Armed Problem for Automated Machine Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4309
SceneDecorator: Towards Scene-Oriented Story Generation with Scene Planning and Scene Consistency
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #902
Breaking the Frozen Subspace: Importance Sampling for Low-Rank Optimization in LLM Pretraining
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4019
LBMKGC: Large Model-Driven Balanced Multimodal Knowledge Graph Completion
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1516
Generalization or Hallucination? Understanding Out-of-Context Reasoning in Transformers
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #814
New Parallel and Streaming Algorithms for Directed Densest Subgraph
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #307
Efficient Safe Meta-Reinforcement Learning: Provable Near-Optimality and Anytime Safety
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2710
DreamPRM: Domain-reweighted Process Reward Model for Multimodal Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #502
Wasserstein Convergence of Critically Damped Langevin Diffusions
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2401
NeSyPr: Neurosymbolic Proceduralization For Efficient Embodied Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2413
Density Ratio-Free Doubly Robust Proxy Causal Learning
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4110
MIRAGE: Assessing Hallucination in Multimodal Reasoning Chains of MLLM
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2605
CaliGCL: Calibrated Graph Contrastive Learning via Partitioned Similarity and Consistency Discrimination
[
Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3107
Gaussian Approximation and Concentration of Constant Learning-Rate Stochastic Gradient Descent
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2415
Causal Mixture Models: Characterization and Discovery
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 1
AngleRoCL: Angle-Robust Concept Learning for Physically View-Invariant Adversarial Patches
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1804
From Indicators to Insights: Diversity-Optimized for Medical Series-Text Decoding via LLMs
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2416
Local Learning for Covariate Selection in Nonparametric Causal Effect Estimation with Latent Variables
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1303
Private Geometric Median in Nearly-Linear Time
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5403
Learning Intractable Multimodal Policies with Reparameterization and Diversity Regularization
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 9
Aligning Evaluation with Clinical Priorities: Calibration, Label Shift, and Error Costs
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2909
Learning in Stackelberg Mean Field Games: A Non-Asymptotic Analysis
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1015
In-Context Learning Strategies Emerge Rationally
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1515
Bridging Human and LLM Judgments: Understanding and Narrowing the Gap
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #715
Perturbation Bounds for Low-Rank Inverse Approximations under Noise
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4308
Towards Physical Understanding in Video Generation: A 3D Point Regularization Approach
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3618
Graph Diffusion that can Insert and Delete
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4307
GeoVideo: Introducing Geometric Regularization into Video Generation Model
[
Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3413
Improving Model Representation and Reducing KV Cache via Skip Connections with First Value Heads
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3414
RAT: Bridging RNN Efficiency and Attention Accuracy via Chunk-based Sequence Modeling
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1206
Distortion of AI Alignment: Does Preference Optimization Optimize for Preferences?
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #602
NeuralSurv: Deep Survival Analysis with Bayesian Uncertainty Quantification
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4306
Inference-Time Text-to-Video Alignment with Diffusion Latent Beam Search
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #714
Finite-Time Analysis of Stochastic Nonconvex Nonsmooth Optimization on the Riemannian Manifolds
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4705
MANGO: Multimodal Attention-based Normalizing Flow Approach to Fusion Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3513
Polar Sparsity: High Throughput Batched LLM Inferencing with Scalable Contextual Sparsity
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #509
Videos are Sample-Efficient Supervisions: Behavior Cloning from Videos via Latent Representations
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2615
Disentangling Latent Shifts of In-Context Learning with Weak Supervision
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2517
A Unified Framework for the Transportability of Population-Level Causal Measures
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1207
Mask Image Watermarking
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3512
Technical Debt in In-Context Learning: Diminishing Efficiency in Long Context
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4704
Efficient RAW Image Deblurring with Adaptive Frequency Modulation
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3010
Parameter-free Algorithms for the Stochastically Extended Adversarial Model
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2908
Theoretical Guarantees for the Retention of Strict Nash Equilibria by Coevolutionary Algorithms
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5408
OmniTalker: One-shot Real-time Text-Driven Talking Audio-Video Generation With Multimodal Style Mimicking
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2916
Test-Time Spectrum-Aware Latent Steering for Zero-Shot Generalization in Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2316
OSVI-WM: One-Shot Visual Imitation for Unseen Tasks using World-Model-Guided Trajectory Generation
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3719
Generating Physically Sound Designs from Text and a Set of Physical Constraints
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2802
Learning Robust Spectral Dynamics for Temporal Domain Generalization
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2607
Measure-Theoretic Anti-Causal Representation Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3718
Flatten Graphs as Sequences: Transformers are Scalable Graph Generators
[
Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3717
ReasonFlux-PRM: Trajectory-Aware PRMs for Long Chain-of-Thought Reasoning in LLMs
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
GLNCD: Graph-Level Novel Category Discovery
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3716
Theoretical Benefit and Limitation of Diffusion Language Model
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Slides]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2708
RrED: Black-box Unsupervised Domain Adaptation via Rectifying-reasoning Errors of Diffusion
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #406
Regret-Optimal Q-Learning with Low Cost for Single-Agent and Federated Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #205
Less is More: an Attention-free Sequence Prediction Modeling for Offline Embodied Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2115
MoRE-Brain: Routed Mixture of Experts for Interpretable and Generalizable Cross-Subject fMRI Visual Decoding
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3812
Hybrid-Collaborative Augmentation and Contrastive Sample Adaptive-Differential Awareness for Robust Attributed Graph Clustering
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4107
CrossAD: Time Series Anomaly Detection with Cross-scale Associations and Cross-window Modeling
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Slides]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4305
High Dynamic Range Imaging with Time-Encoding Spike Camera
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3511
Structured Initialization for Vision Transformers
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #501
Martingale Posterior Neural Networks for Fast Sequential Decision Making
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3103
Robustly Learning Monotone Single-Index Models
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1911
Do Automatic Factuality Metrics Measure Factuality? A Critical Evaluation
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #206
Tapered Off-Policy REINFORCE - Stable and efficient reinforcement learning for large language models
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2516
Coupling Generative Modeling and an Autoencoder with the Causal Bridge
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1113
ProtoPairNet: Interpretable Regression through Prototypical Pair Reasoning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4906
DAA: Amplifying Unknown Discrepancy for Test-Time Discovery
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #305
Real-DRL: Teach and Learn in Reality
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5111
FIPER: Factorized Features for Robust Image Super-Resolution and Compression
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1910
Thinking in Character: Advancing Role-Playing Agents with Role-Aware Reasoning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4701
Zooming from Context to Cue: Hierarchical Preference Optimization for Multi-Image MLLMs
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4700
Cross-modal Associations in Vision and Language Models: Revisiting the Bouba-Kiki Effect
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1609
Knowledge-based Visual Question Answer with Multimodal Processing, Retrieval and Filtering
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4304
OmniTry: Virtual Try-On Anything without Masks
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
CymbaDiff: Structured Spatial Diffusion for Sketch-based 3D Semantic Urban Scene Generation
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1000
Differentiable Generalized Sliced Wasserstein Plans
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1112
SpEx: A Spectral Approach to Explainable Clustering
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4800
Toward Human Deictic Gesture Target Estimation
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #802
Robustifying Learning-Augmented Caching Efficiently without Compromising 1-Consistency
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2515
Less Greedy Equivalence Search
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3210
Diffusion Models Meet Contextual Bandits
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3712
Language Models Can Predict Their Own Behavior
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #200
Atomic Thinking of LLMs: Decoupling and Exploring Mathematical Reasoning Abilities
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4106
BundleFlow: Deep Menus for Combinatorial Auctions by Diffusion-Based Optimization
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1302
Vid-SME: Membership Inference Attacks against Large Video Understanding Models
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3509
Wavy Transformer
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2314
Grasp2Grasp: Vision-Based Dexterous Grasp Translation via Schrödinger Bridges
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #906
Accelerating Model-Free Optimization via Averaging of Cost Samples
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5410
Effective Policy Learning for Multi-Agent Online Coordination Beyond Submodular Objectives
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1111
OrdShap: Feature Position Importance for Sequential Black-Box Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2608
Harnessing the Universal Geometry of Embeddings
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5504
AdvEDM: Fine-grained Adversarial Attack against VLM-based Embodied Agents
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4802
Continual Multimodal Contrastive Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2514
Differentiable Structure Learning and Causal Discovery for General Binary Data
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Slides]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3102
Learning Across the Gap: Hybrid Multi-armed Bandits with Heterogeneous Offline and Online Data
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4517
Track, Inpaint, Resplat: Subject-driven 3D and 4D Generation with Progressive Texture Infilling
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2907
Stochastically Dominant Peer Prediction
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4105
Table as a Modality for Large Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2609
Equivariance by Contrast: Identifiable Equivariant Embeddings from Unlabeled Finite Group Actions
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3416
Hybrid Autoencoders for Tabular Data: Leveraging Model-Based Augmentation in Low-Label Settings
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1907
Mixture of Inputs: Text Generation Beyond Discrete Token Sampling
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3307
On the Bias of Next-Token Predictors Toward Systematically Inefficient Reasoning: A Shortest-Path Case Study
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #706
Optimal Rates in Continual Linear Regression via Increasing Regularization
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #801
On Inductive Biases That Enable Generalization in Diffusion Transformers
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #407
HYPRL: Reinforcement Learning of Control Policies for Hyperproperties
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4001
Do Neural Networks Need Gradient Descent to Generalize? A Theoretical Study
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3814
Graphs Help Graphs: Multi-Agent Graph Socialized Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #712
Adaptive Riemannian ADMM for Nonsmooth Optimization: Optimal Complexity without Smoothing
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5411
Routing Mamba: Scaling State Space Models with Mixture-of-Experts Projection
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4002
Learning quadratic neural networks in high dimensions: SGD dynamics and scaling laws
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4904
Topology-Aware Learning of Tubular Manifolds via SE(3)-Equivariant Network on Ball B-Spline Curve
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3711
FEEDBACK FRICTION: LLMs Struggle to Fully Incorporate External Feedback
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1109
DiCoFlex: Model-Agnostic Diverse Counterfactuals with Flexible Control
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #705
A Unified Analysis of Stochastic Gradient Descent with Arbitrary Data Permutations and Beyond
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1209
From Judgment to Interference: Early Stopping LLM Harmful Outputs via Streaming Content Monitoring
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2611
Evolutionary Reasoning Does Not Arise in Standard Usage of Protein Language Models
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Slides]
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1108
AdaptGrad: Adaptive Sampling to Reduce Noise
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5412
NavBench: Probing Multimodal Large Language Models for Embodied Navigation
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2905
On Hierarchies of Fairness Notions in Cake Cutting: From Proportionality to Super Envy-Freeness
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3710
Spark Transformer: Reactivating Sparsity in Transformer FFN and Attention
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4804
Bisecle: Binding and Separation in Continual Learning for Video Language Understanding
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2112
A Scalable, Causal, and Energy Efficient Framework for Neural Decoding with Spiking Neural Networks
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Slides]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2204
Guided Diffusion Sampling on Function Spaces with Applications to PDEs
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #408
OrbitZoo: Real Orbital Systems Challenges for Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5414
MEGADance: Mixture-of-Experts Architecture for Genre-Aware 3D Dance Generation
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1512
Attractive Metadata Attack: Inducing LLM Agents to Invoke Malicious Tools
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #704
A Computationally Viable Numerical Gradient-based Technique for Optimal Covering Problems
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2805
A Single-Swap Local Search Algorithm for k-Means of Lines
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1511
ALMGuard: Safety Shortcuts and Where to Find Them as Guardrails for Audio–Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5415
Efficient Speech Language Modeling via Energy Distance in Continuous Latent Space
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3101
Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5417
Conditioning Matters: Training Diffusion Policies is Faster Than You Think
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4903
C$^2$Prompt: Class-aware Client Knowledge Interaction for Federated Continual Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4806
Kinaema: a recurrent sequence model for memory and pose in motion
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Slides]
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5419
Kinetics: Rethinking Test-Time Scaling Law
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4807
ADMN: A Layer-Wise Adaptive Multimodal Network for Dynamic Input Noise and Compute Resources
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Slides]
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3707
Uni-Instruct: One-step Diffusion Model through Unified Diffusion Divergence Instruction
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5109
Towards Predicting Any Human Trajectory In Context
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3100
Multi-head Transformers Provably Learn Symbolic Multi-step Reasoning via Gradient Descent
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3200
Approximation and Generalization Abilities of Score-based Neural Network Generative Models for Sub-Gaussian Distributions
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1210
Accelerated Vertical Federated Adversarial Learning through Decoupling Layer-Wise Dependencies
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1211
One Head to Rule Them All: Amplifying LVLM Safety through a Single Critical Attention Head
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 7
SSIMBaD: Sigma Scaling with SSIM-Guided Balanced Diffusion for AnimeFace Colorization
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3706
Non-Markovian Discrete Diffusion with Causal Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5108
FAST: Foreground‑aware Diffusion with Accelerated Sampling Trajectory for Segmentation‑oriented Anomaly Synthesis
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3817
DuetGraph: Coarse-to-Fine Knowledge Graph Reasoning with Dual-Pathway Global-Local Fusion
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4103
ReCAP: Recursive Context-Aware Reasoning and Planning for Large Language Model Agents
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Slides]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1611
ArchCAD-400K: A Large-Scale CAD drawings Dataset and New Baseline for Panoptic Symbol Spotting
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Slides]
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4808
Language‑Bias‑Resilient Visual Question Answering via Adaptive Multi‑Margin Collaborative Debiasing
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2613
CrossSpectra: Exploiting Cross-Layer Smoothness for Parameter-Efficient Fine-Tuning
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5515
Pixel-Perfect Depth with Semantics-Prompted Diffusion Transformers
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5510
Does Thinking More Always Help? Mirage of Test-Time Scaling in Reasoning Models
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3819
Generative Graph Pattern Machine
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Slides]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2404
SIGMA: Refining Large Language Model Reasoning via Sibling-Guided Monte Carlo Augmentation
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4810
EvolvedGRPO: Unlocking Reasoning in LVLMs via Progressive Instruction Evolution
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3203
Breaking AR’s Sampling Bottleneck: Provable Acceleration via Diffusion Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2706
UniTransfer: Video Concept Transfer via Progressive Spatio-Temporal Decomposition
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Slides]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1903
Objective Soups: Multilingual Multi-Task Modeling for Speech Processing
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4100
Demystifying Language Model Forgetting with Low-rank Example Associations
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3316
Non-Stationary Lipschitz Bandits
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3918
Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
3D Gaussian Flats: Hybrid 2D/3D Photometric Scene Reconstruction
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2808
A faster training algorithm for regression trees with linear leaves, and an analysis of its complexity
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3703
A*-Thought: Efficient Reasoning via Bidirectional Compression for Low-Resource Settings
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3702
On the Relation between Rectified Flows and Optimal Transport
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3909
Towards Irreversible Attack: Fooling Scene Text Recognition via Multi-Population Coevolution Search
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #908
Distributional Adversarial Attacks and Training in Deep Hedging
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #207
Boundary-to-Region Supervision for Offline Safe Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2810
Anomaly Detection by an Ensemble of Random Pairs of Hyperspheres
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3508
Efficient Utility-Preserving Machine Unlearning with Implicit Gradient Surgery
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3910
Beyond Higher Rank: Token-wise Input-Output Projections for Efficient Low-Rank Adaptation
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2705
Mixture of Noise for Pre-Trained Model-Based Class-Incremental Learning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3519
DeepKD: A Deeply Decoupled and Denoised Knowledge Distillation Trainer
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3701
Sparse Image Synthesis via Joint Latent and RoI Flow
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1213
Emergent Risk Awareness in Rational Agents under Resource Constraints
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3700
Learning normalized image densities via dual score matching
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1300
Exploring the limits of strong membership inference attacks on large language models
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3917
Parameter-Free Hypergraph Neural Network for Few-Shot Node Classification
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Rectifying Soft-Label Entangled Bias in Long-Tailed Dataset Distillation
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2811
Conformal Information Pursuit for Interactively Guiding Large Language Models
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3916
One Prompt Fits All: Universal Graph Adaptation for Pretrained Models
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4003
From Linear to Nonlinear: Provable Weak-to-Strong Generalization through Feature Learning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Sample-Efficient Tabular Self-Play for Offline Robust Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2110
Multi-dataset Joint Pre-training of Emotional EEG Enables Generalizable Affective Computing
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1106
From Noise to Narrative: Tracing the Origins of Hallucinations in Transformers
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2617
LLM-DAMVC: A Large Language Model Assisted Dynamic Agent for Multi-View Clustering
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4812
Robust Cross-modal Alignment Learning for Cross-Scene Spatial Reasoning and Grounding
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1214
Train to Defend: First Defense Against Cryptanalytic Neural Network Parameter Extraction Attacks
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3314
A Differential and Pointwise Control Approach to Reinforcement Learning
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1704
Equi-mRNA: Protein Translation Equivariant Encoding for mRNA Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4813
Multi-step Visual Reasoning with Visual Tokens Scaling and Verification
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4814
Enhancing Infrared Vision: Progressive Prompt Fusion Network and Benchmark
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1902
Optimizing Retrieval for RAG via Reinforced Contrastive Learning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4815
Learning Human-Object Interaction as Groups
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2704
Model Inversion with Layer-Specific Modeling and Alignment for Data-Free Continual Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3517
Variational Task Vector Composition
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2812
Optimistic Query Routing in Clustering-based Approximate Maximum Inner Product Search
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5503
Sim-LLM: Optimizing LLM Inference at the Edge through Inter-Task KV Reuse
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
COALA: Numerically Stable and Efficient Framework for Context-Aware Low-Rank Approximation
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #104
Faithful Group Shapley Value
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3312
A Reinforcement Learning-based Bidding Strategy for Data Consumers in Auction-based Federated Learning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #103
What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5000
Delving into Cascaded Instability: A Lipschitz Continuity View on Image Restoration and Object Detection Synergy
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #300
Imagined Autocurricula
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2312
RDD: Retrieval-Based Demonstration Decomposer for Planner Alignment in Long-Horizon Tasks
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Slides]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3801
Causality Meets the Table: Debiasing LLMs for Faithful TableQA via Front-Door Intervention
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2108
From Synapses to Dynamics: Obtaining Function from Structure in a Connectome Constrained Model of the Head Direction Circuit
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1002
Robust Integrated Learning and Pauli Noise Mitigation for Parametrized Quantum Circuits
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2715
PhySwin: An Efficient and Physically-Informed Foundation Model for Multispectral Earth Observation
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2107
Know Thyself by Knowing Others: Learning Neuron Identity from Population Context
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3915
MultiNet: Adaptive Multi-Viewed Subgraph Convolutional Networks for Graph Classification
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #601
Nearly Dimension-Independent Convergence of Mean-Field Black-Box Variational Inference
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5011
MoRIC: A Modular Region-based Implicit Codec for Image Compression
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
UniDomain: Pretraining a Unified PDDL Domain from Real-World Demonstrations for Generalizable Robot Task Planning
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1916
Language Models can Self-Improve at State-Value Estimation for Better Search
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5400
Improved Representation Steering for Language Models
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1802
Learning to Zoom with Anatomical Relations for Medical Structure Detection
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1715
UniSite: The First Cross-Structure Dataset and Learning Framework for End-to-End Ligand Binding Site Detection
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3804
Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1008
Large language models can learn and generalize steganographic chain-of-thought under process supervision
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #809
Enhancing Optimizer Stability: Momentum Adaptation of The NGN Step-size
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3616
The quest for the GRAph Level autoEncoder (GRALE)
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1105
Whose View of Safety? A Deep DIVE Dataset for Pluralistic Alignment of Text-to-Image Models
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #700
Logic.py: Bridging the Gap between LLMs and Constraint Solvers
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2215
VideoVLA: Video Generators Can Be Generalizable Robot Manipulators
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2111
DeepHalo: A Neural Choice Model with Controllable Context Effects
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3709
Is PRM Necessary? Problem-Solving RL Implicitly Induces PRM Capability in LLMs
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3206
A General-Purpose Theorem for High-Probability Bounds of Stochastic Approximation with Polyak Averaging
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1301
Unifying Re-Identification, Attribute Inference, and Data Reconstruction Risks in Differential Privacy
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #600
Transductive Conformal Inference for Full Ranking
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4004
A Minimalist Example of Edge-of-Stability and Progressive Sharpening
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3806
SignFlow Bipartite Subgraph Network For Large-Scale Graph Link Sign Prediction
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3613
Variational Uncertainty Decomposition for In-Context Learning
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4900
TRiCo: Triadic Game-Theoretic Co-Training for Robust Semi-Supervised Learning
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2904
From Self-Check to Consensus: Bayesian Strategic Decoding in Large Language Models
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #508
The World Is Bigger: A Computationally-Embedded Perspective on the Big World Hypothesis
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5110
SnapMoGen: Human Motion Generation from Expressive Texts
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2011
Vector Quantization in the Brain: Grid-like Codes in World Models
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4811
MMaDA: Multimodal Large Diffusion Language Models
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #107
Jury-and-Judge Chain-of-Thought for Uncovering Toxic Data in 3D Visual Grounding
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5207
Steering Information Utility in Key-Value Memory for Language Model Post-Training
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OpenReview]
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1803
QoQ-Med: Building Multimodal Clinical Foundation Models with Domain-Aware GRPO Training
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5512
Adaptive and Multi-scale Affinity Alignment for Hierarchical Contrastive Learning
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4612
MR. Video: MapReduce as an Effective Principle for Long Video Understanding
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5313
On Reasoning Strength Planning in Large Reasoning Models
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Bridging Time and Linguistics: LLMs as Time Series Analyzer through Symbolization and Segmentation
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3406
Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #503
Certifying Deep Network Risks and Individual Predictions with PAC-Bayes Loss via Localized Priors
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #108
Beyond Random: Automatic Inner-loop Optimization in Dataset Distillation
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1908
AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5203
BLINK-Twice: You see, but do you observe? A Reasoning Benchmark on Visual Perception
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2709
Diversity-oriented Deep Multi-modal Clustering
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5413
When Worse is Better: Navigating the Compression Generation Trade-off In Visual Tokenization
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3617
Diffusion Beats Autoregressive in Data-Constrained Settings
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1900
Simulating Society Requires Simulating Thought
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Nearly-Linear Time Private Hypothesis Selection with the Optimal Approximation Factor
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #913
RCCDA: Adaptive Model Updates in the Presence of Concept Drift under a Constrained Resource Budget
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3104
Probably Approximately Precision and Recall Learning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1010
Fast Data Attribution for Text-to-Image Models
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4108
Spend Wisely: Maximizing Post-Training Gains in Iterative Synthetic Data Bootstrapping
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1517
Among Us: A Sandbox for Measuring and Detecting Agentic Deception
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4714
Aligning by Misaligning: Boundary-aware Curriculum Learning for Multimodal Alignment
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1012
A Implies B: Circuit Analysis in LLMs for Propositional Logical Reasoning
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3919
Graph Few-Shot Learning via Adaptive Spectrum Experts and Cross-Set Distribution Calibration
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2405
Sparse Meets Dense: Unified Generative Recommendations with Cascaded Sparse-Dense Representations
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2310
PhysDiff: A Physically-Guided Diffusion Model for Multivariate Time Series Anomaly Detection
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2208
Diversifying Parallel Ergodic Search: A Signature Kernel Evolution Strategy
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3304
Sampled Estimators For Softmax Must Be Biased
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #815
Distributed mediation analysis with communication efficiency
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Mesh Interpolation Graph Network for Dynamic and Spatially Irregular Global Weather Forecasting
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1401
Private Hyperparameter Tuning with Ex-Post Guarantee
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5018
DeblurDiff: Real-Word Image Deblurring with Generative Diffusion Models
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3810
Defining and Discovering Hyper-meta-paths for Heterogeneous Hypergraphs
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3408
A Difference-of-Convex Functions Approach to Energy-Based Iterative Reasoning
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1311
Sketched Gaussian Mechanism for Private Federated Learning
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #310
Stable Gradients for Stable Learning at Scale in Deep Reinforcement Learning
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5418
Conformal Arbitrage: Risk-Controlled Balancing of Competing Objectives in Language Models
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1714
TRIDENT: Tri-Modal Molecular Representation Learning with Taxonomic Annotations and Local Correspondence
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5308
Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1205
Strategic Costs of Perceived Bias in Fair Selection
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4809
Physics-informed Neural Operator for Pansharpening
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1215
Do You Really Need Public Data? Surrogate Public Data for Differential Privacy on Tabular Data
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4202
Through the Lens: Benchmarking Deepfake Detectors Against Moiré-Induced Distortions
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1404
Escaping the SpuriVerse: Can Large Vision-Language Models Generalize Beyond Seen Spurious Correlations?
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2703
Differentiable Decision Tree via "ReLU+Argmin" Reformulation
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2202
Learning Stochastic Multiscale Models
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4919
Leaving No OOD Instance Behind: Instance-Level OOD Fine-Tuning for Anomaly Segmentation
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1906
QiMeng-CodeV-R1: Reasoning-Enhanced Verilog Generation
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OpenReview]
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4210
PlayerOne: Egocentric World Simulator
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5019
End-to-End Low-Light Enhancement for Object Detection with Learned Metadata from RAWs
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5508
Improving Model-Based Reinforcement Learning by Converging to Flatter Minima
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5012
4KAgent: Agentic Any Image to 4K Super-Resolution
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4500
V2X-Radar: A Multi-modal Dataset with 4D Radar for Cooperative Perception
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #713
Efficient Adaptive Federated Optimization
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Slides]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1411
ICLScan: Detecting Backdoors in Black-Box Large Language Models via Targeted In-context Illumination
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4501
TAPVid-360: Tracking Any Point in 360 from Narrow Field of View Video
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2402
ToF-IP: Time-of-Flight Enhanced Sparse Inertial Poser for Real-time Human Motion Capture
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1107
Regression Trees Know Calculus
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2804
Prediction-Powered Semi-Supervised Learning with Online Power Tuning
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1705
BioReason: Incentivizing Multimodal Biological Reasoning within a DNA-LLM Model
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4915
EPFL-Smart-Kitchen: An Ego-Exo Multi-Modal Dataset for Challenging Action and Motion Understanding in Video-Language Models
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #500
Credal Prediction based on Relative Likelihood
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2901
Dimension-free Score Matching and Time Bootstrapping for Diffusion Models
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2014
REVE: A Foundation Model for EEG - Adapting to Any Setup with Large-Scale Pretraining on 25,000 Subjects
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Resource-Constrained Federated Continual Learning: What Does Matter?
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4511
GeRaF: Neural Geometry Reconstruction from Radio Frequency Signals
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3007
Low Precision Streaming PCA
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1204
Non-Adaptive Adversarial Face Generation
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3610
CGS-GAN: 3D Consistent Gaussian Splatting GANs for High Resolution Human Head Synthesis
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4416
MetaGS: A Meta-Learned Gaussian-Phong Model for Out-of-Distribution 3D Scene Relighting
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5405
How Many Tokens Do 3D Point Cloud Transformer Architectures Really Need?
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #505
On the Hardness of Approximating Distributions with Tractable Probabilistic Models
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3105
Algorithms and SQ Lower Bounds for Robustly Learning Real-valued Multi-Index Models
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4204
GeoComplete: Geometry-Aware Diffusion for Reference-Driven Image Completion
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1514
Watermarking Autoregressive Image Generation
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Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1201
Red-Teaming Text-to-Image Systems by Rule-based Preference Modeling
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5202
UniHG: A Large-scale Universal Heterogeneous Graph Dataset and Benchmark for Representation Learning and Cross-Domain Transferring
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5519
Can Knowledge-Graph-based Retrieval Augmented Generation Really Retrieve What You Need?
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5317
Momentum Multi-Marginal Schrödinger Bridge Matching
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2813
Learning a Cross-Modal Schrödinger Bridge for Visual Domain Generalization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3000
On Union-Closedness of Language Generation
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4519
High Resolution UDF Meshing via Iterative Networks
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4516
VoxDet: Rethinking 3D Semantic Scene Completion as Dense Object Detection
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #204
Simultaneous Statistical Inference for Off-Policy Evaluation in Reinforcement Learning
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #613
$\Psi$-Sampler: Initial Particle Sampling for SMC-Based Inference-Time Reward Alignment in Score Models
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3300
PLEIADES: Building Temporal Kernels with Orthogonal Polynomials
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4412
GeneMAN: Generalizable Single-Image 3D Human Reconstruction from Multi-Source Human Data
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4716
VR-Drive: Viewpoint-Robust End-to-End Driving with Feed-Forward 3D Gaussian Splatting
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3407
Brain network science modelling of sparse neural networks enables Transformers and LLMs to perform as fully connected
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4713
Hierarchical Information Aggregation for Incomplete Multimodal Alzheimer's Disease Diagnosis
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2213
VLA-OS: Structuring and Dissecting Planning Representations and Paradigms in Vision-Language-Action Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2308
TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #315
Retrospective In-Context Learning for Temporal Credit Assignment with Large Language Models
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2603
OmniDraft: A cross-vocabulary, online adaptive drafter for on-device speculative decoding
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4711
GRIT: Teaching MLLMs to Think with Images
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3014
Curl Descent : Non-Gradient Learning Dynamics with Sign-Diverse Plasticity
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4017
SpikingVTG: A Spiking Detection Transformer for Video Temporal Grounding
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5301
Learning to price with resource constraints: from full information to machine-learned prices
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1606
SensorLM: Learning the Language of Wearable Sensors
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3515
Order-Level Attention Similarity Across Language Models: A Latent Commonality
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5300
Risk-aware Direct Preference Optimization under Nested Risk Measure
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3412
Multi-Agent Debate for LLM Judges with Adaptive Stability Detection
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2317
Distilling LLM Prior to Flow Model for Generalizable Agent’s Imagination in Object Goal Navigation
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4310
🎧MOSPA: Human Motion Generation Driven by Spatial Audio
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1706
Learning Relative Gene Expression Trends from Pathology Images in Spatial Transcriptomics
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Slides]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #910
Semi-infinite Nonconvex Constrained Min-Max Optimization
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3615
Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach
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Poster]
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OpenReview]
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2114
Task-Optimized Convolutional Recurrent Networks Align with Tactile Processing in the Rodent Brain
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2801
ShortListing Model: A Streamlined Simplex Diffusion for Discrete Variable Generation
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #111
DroneAudioset: An Audio Dataset for Drone-based Search and Rescue
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Poster]
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OpenReview]
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2606
Class-wise Balancing Data Replay for Federated Class-Incremental Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1913
A Semantic Parsing Framework for End-to-End Time Normalization
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1912
Target Speaker Extraction through Comparing Noisy Positive and Negative Audio Enrollments
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1608
Causal-R: A Causal-Reasoning Geometry Problem Solver for Optimized Solution Exploration
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1114
Refusal Direction is Universal Across Safety-Aligned Languages
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3016
Computational Efficiency under Covariate Shift in Kernel Ridge Regression
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3714
Efficient Multi-modal Large Language Models via Progressive Consistency Distillation
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2306
Towards Accurate Time Series Forecasting via Implicit Decoding
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3807
Redundancy-Aware Test-Time Graph Out-of-Distribution Detection
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1806
D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2309
Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4702
Highlighting What Matters: Promptable Embeddings for Attribute-Focused Image Retrieval
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4718
Intervene-All-Paths: Unified Mitigation of LVLM Hallucinations across Alignment Formats
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #615
Scaling Laws for Gradient Descent and Sign Descent for Linear Bigram Models under Zipf’s Law
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4905
Exploring and Leveraging Class Vectors for Classifier Editing
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2915
The Effect of Optimal Self-Distillation in Noisy Gaussian Mixture Model
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Slides]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1807
Generating Multi-Table Time Series EHR from Latent Space with Minimal Preprocessing
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2610
When Does Closeness in Distribution Imply Representational Similarity? An Identifiability Perspective
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4303
Low-Rank Head Avatar Personalization with Registers
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #612
Active Measurement: Efficient Estimation at Scale
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4803
A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2113
Concept-Guided Interpretability via Neural Chunking
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4315
Discovering Latent Graphs with GFlowNets for Diverse Conditional Image Generation
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4805
Uni-MuMER: Unified Multi-Task Fine-Tuning of Vision-Language Model for Handwritten Mathematical Expression Recognition
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4104
Tree-Based Premise Selection for Lean4
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5518
Rollout Roulette: A Probabilistic Inference Approach to Inference-Time Scaling of LLMs using Particle-Based Monte Carlo Methods
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3201
Replicable Distribution Testing
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5005
Týr-the-Pruner: Structural Pruning LLMs via Global Sparsity Distribution Optimization
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5506
Vanish into Thin Air: Cross-prompt Universal Adversarial Attacks for SAM2
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4513
Motion Matters: Compact Gaussian Streaming for Free-Viewpoint Video Reconstruction
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3815
Principled Data Augmentation for Learning to Solve Quadratic Programming Problems
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #115
FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents
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Slides]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3306
The Complexity of Finding Local Optima in Contrastive Learning
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4512
Fix False Transparency by Noise Guided Splatting
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4918
OVS Meets Continual Learning: Towards Sustainable Open-Vocabulary Segmentation
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2511
Shape-Informed Clustering of Multi-Dimensional Functional Data via Deep Functional Autoencoders
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4300
IllumiCraft: Unified Geometry and Illumination Diffusion for Controllable Video Generation
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Slides]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #410
Compiler-R1: Towards Agentic Compiler Auto-tuning with Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4911
Visual Diversity and Region-aware Prompt Learning for Zero-shot HOI Detection
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #605
HoT-VI: Reparameterizable Variational Inference for Capturing Instance-Level High-Order Correlations
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5305
Continuous-time Riemannian SGD and SVRG Flows on Wasserstein Probabilistic Space
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #506
Novel Exploration via Orthogonality
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3502
Diffusion Tree Sampling: Scalable inference‑time alignment of diffusion models
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2815
Graph–Smoothed Bayesian Black-Box Shift Estimator and Its Information Geometry
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #411
Equilibrium Policy Generalization: A Reinforcement Learning Framework for Cross-Graph Zero-Shot Generalization in Pursuit-Evasion Games
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Poster]
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3708
Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach
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Poster]
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OpenReview]
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5001
NOVA: A Benchmark for Rare Anomaly Localization and Clinical Reasoning in Brain MRI
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3516
SeerAttention: Self-distilled Attention Gating for Efficient Long-context Prefilling
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1808
Ineq-Comp: Benchmarking Human-Intuitive Compositional Reasoning in Automated Theorem Proving of Inequalities
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #512
Quantile Reward Policy Optimization: Alignment with Pointwise Regression and Exact Partition Functions
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1506
HARDMath2: A Benchmark for Applied Mathematics Built by Students as Part of a Graduate Class
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #911
Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5211
NaViL: Rethinking Scaling Properties of Native Multimodal Large Language Models under Data Constraints
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1810
Are Language Models Efficient Reasoners? A Perspective from Logic Programming
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2412
CausalPFN: Amortized Causal Effect Estimation via In-Context Learning
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Poster]
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2807
Universal Sequence Preconditioning
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Reduction-based Pseudo-label Generation for Instance-dependent Partial Label Learning
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
A Closer Look at Graph Transformers: Cross-Aggregation and Beyond
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Mysteries of the Deep: Role of Intermediate Representations in Out of Distribution Detection
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Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
AdaLRS: Loss-Guided Adaptive Learning Rate Search for Efficient Foundation Model Pretraining
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Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 3
When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Second-order Optimization under Heavy-Tailed Noise: Hessian Clipping and Sample Complexity Limits
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Poster]
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Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2301
Task-Specific Data Selection for Instruction Tuning via Monosemantic Neuronal Activations
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OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5204
Leader360V: A Large-scale, Real-world 360 Video Dataset for Multi-task Learning in Diverse Environment
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1413
Mix Data or Merge Models? Balancing the Helpfulness, Honesty, and Harmlessness of Large Language Model via Model Merging
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #604
A Hierarchy of Graphical Models for Counterfactual Inferences
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3914
$\texttt{AVROBUSTBENCH}$: Benchmarking the Robustness of Audio-Visual Recognition Models at Test-Time
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3713
DICEPTION: A Generalist Diffusion Model for Visual Perceptual Tasks
[
Slides]
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1713
ELECTRA: A Cartesian Network for 3D Charge Density Prediction with Floating Orbitals
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3401
AdaSTaR: Adaptive Data Sampling for Training Self-Taught Reasoners
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2016
High-dimensional neuronal activity from low-dimensional latent dynamics: a solvable model
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2109
Predictive Coding Enhances Meta-RL To Achieve Interpretable Bayes-Optimal Belief Representation Under Partial Observability
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2410
Reward-oriented Causal Representation Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1604
Adaptive Variance Inflation in Thompson Sampling: Efficiency, Safety, Robustness, and Beyond
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #312
GraphChain: Large Language Models for Large-scale Graph Analysis via Tool Chaining
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1801
Improving the Generation and Evaluation of Synthetic Data for Downstream Medical Causal Inference
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5407
Parallel Scaling Law for Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3305
On the Mechanisms of Weak-to-Strong Generalization: A Theoretical Perspective
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1605
STEAD: Robust Provably Secure Linguistic Steganography with Diffusion Language Model
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4006
Loquetier: A Virtualized Multi-LoRA Framework for Unified LLM Fine-tuning and Serving
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #203
A Provable Approach for End-to-End Safe Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #611
Test-Time Scaling of Diffusion Models via Noise Trajectory Search
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #401
SimWorld: An Open-ended Simulator for Agents in Physical and Social Worlds
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4801
ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3400
Bigram Subnetworks: Mapping to Next Tokens in Transformer Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2614
Unleashing Diffusion Transformers for Visual Correspondence by Modulating Massive Activations
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2201
Dual-Comb Ghost Imaging with Transformer-Based Reconstruction for Optical Fiber Endomicroscopy
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1615
ProtInvTree: Deliberate Protein Inverse Folding with Reward-guided Tree Search
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4515
Object-X: Learning to Reconstruct Multi-Modal 3D Object Representations
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #507
LaRes: Evolutionary Reinforcement Learning with LLM-based Adaptive Reward Search
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2403
RSafe: Incentivizing proactive reasoning to build robust and adaptive LLM safeguards
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1314
How Well Can Differential Privacy Be Audited in One Run?
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #511
Pixel Reasoner: Incentivizing Pixel Space Reasoning via Curiosity-Driven Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2008
SimSort: A Data-Driven Framework for Spike Sorting by Large-Scale Electrophysiology Simulation
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4409
Learning Efficient Fuse-and-Refine for Feed-Forward 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1612
SpatialLM: Training Large Language Models for Structured Indoor Modeling
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1100
Physics-Driven Spatiotemporal Modeling for AI-Generated Video Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5106
SingRef6D: Monocular Novel Object Pose Estimation with a Single RGB Reference
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4601
OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2203
Inductive Domain Transfer In Misspecified Simulation-Based Inference
[
Poster]
[
OpenReview]
Spotlight Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2106
Bubbleformer: Forecasting Boiling with Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3002
Optimal Rates for Generalization of Gradient Descent for Deep ReLU Classification
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4609
Aha! - Predicting What Matters Next: Online Highlight Detection Without Looking Ahead
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3608
Triplets Better Than Pairs: Towards Stable and Effective Self-Play Fine-Tuning for LLMs
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #5516
PREAMBLE: Private and Efficient Aggregation via Block Sparse Vectors
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #4503
A2Seek: Towards Reasoning-Centric Benchmark for Aerial Anomaly Understanding
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #1909
Adaptive Preference Arithmetic: A Personalized Agent with Adaptive Preference Arithmetic for Dynamic Preference Modeling
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #3603
How to build a consistency model: Learning flow maps via self-distillation
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E #2313
Dynamic Test-Time Compute Scaling in Control Policy: Difficulty-Aware Stochastic Interpolant Policy
[
OpenReview]
Poster Session
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Don Alberto 4 None
Mexico City Poster Session 5
Poster Session
Fri Dec 05 11:00 AM -- 02:00 PM (PST) @ Exhibit Hall C,D,E None
San Diego Poster Session 5
Break
Fri Dec 05 01:00 PM -- 02:30 PM (PST) None
Hosted Lunch
Award
Fri Dec 05 02:00 PM -- 02:30 PM (PST) @ Don Alberto 4 None
Sejnowski-Hinton Award
Award
Fri Dec 05 02:00 PM -- 02:30 PM (PST) @ Exhibit Hall F,G,H None
Sejnowski-Hinton Award
Break
Fri Dec 05 02:00 PM -- 02:45 PM (PST) @ Foyer None
Coffee Break
Mexico City Invited Talk
Fri Dec 05 02:30 PM -- 03:30 PM (PST) @ Don Alberto 3 None
Demystifying depth: Principles of learning in deep neural networks
San Diego Invited Talk
Fri Dec 05 02:30 PM -- 03:30 PM (PST) @ Exhibit Hall F,G,H None
Demystifying depth: Principles of learning in deep neural networks
San Diego Oral
Fri Dec 05 03:30 PM -- 03:50 PM (PST) @ Upper Level Ballroom 20D None
An Optimized Franz-Parisi Criterion and its Equivalence with SQ Lower Bounds
[
OpenReview]
Mexico City Oral
Fri Dec 05 03:30 PM -- 03:50 PM (PST) @ Don Alberto 3 None
A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning
San Diego Oral
Fri Dec 05 03:30 PM -- 03:50 PM (PST) @ Upper Level Ballroom 6AB None
KVzip: Query-Agnostic KV Cache Compression with Context Reconstruction
[
OpenReview]
San Diego Oral
Fri Dec 05 03:30 PM -- 03:50 PM (PST) @ Upper Level Ballroom 6CDEF None
GnnXemplar: Exemplars to Explanations - Natural Language Rules for Global GNN Interpretability
[
Slides]
[
OpenReview]
San Diego Oral
Fri Dec 05 03:30 PM -- 03:50 PM (PST) @ Upper Level Ballroom 20AB None
Generalized Linear Mode Connectivity for Transformers
[
OpenReview]
Mexico City Oral
Fri Dec 05 03:30 PM -- 03:50 PM (PST) @ Don Alberto 4 None
KVzip: Query-Agnostic KV Cache Compression with Context Reconstruction
San Diego Oral
Fri Dec 05 03:30 PM -- 03:50 PM (PST) @ Exhibit Hall F,G,H None
A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning
[
OpenReview]
Mexico City Oral Session
Fri Dec 05 03:30 PM -- 04:30 PM (PST) @ Don Alberto 3 None
Oral 6A Reinforcement/State-space 3
San Diego Oral Session
Fri Dec 05 03:30 PM -- 04:30 PM (PST) @ Exhibit Hall F,G,H None
Oral 6A Reinforcement/State-space 3
San Diego Oral Session
Fri Dec 05 03:30 PM -- 04:30 PM (PST) @ Upper Level Ballroom 6AB None
Oral 6B Multimodal 4
Mexico City Oral Session
Fri Dec 05 03:30 PM -- 04:30 PM (PST) @ Don Alberto 4 None
Oral 6B Multimodal 4
San Diego Oral Session
Fri Dec 05 03:30 PM -- 04:30 PM (PST) @ Upper Level Ballroom 20AB None
Oral 6C Deep Learning 3
San Diego Oral Session
Fri Dec 05 03:30 PM -- 04:30 PM (PST) @ Upper Level Ballroom 6CDEF None
Oral 6D Graph
San Diego Oral Session
Fri Dec 05 03:30 PM -- 04:30 PM (PST) @ Upper Level Ballroom 20D None
Oral 6E Theory 4
San Diego Oral
Fri Dec 05 03:50 PM -- 04:10 PM (PST) @ Exhibit Hall F,G,H None
1000 Layer Networks for Self-Supervised RL: Scaling Depth Can Enable New Goal-Reaching Capabilities
[
OpenReview]
San Diego Oral
Fri Dec 05 03:50 PM -- 04:10 PM (PST) @ Upper Level Ballroom 6AB None
MokA: Multimodal Low-Rank Adaptation for MLLMs
[
OpenReview]
San Diego Oral
Fri Dec 05 03:50 PM -- 04:10 PM (PST) @ Upper Level Ballroom 6CDEF None
RAG4GFM: Bridging Knowledge Gaps in Graph Foundation Models through Graph Retrieval Augmented Generation
[
OpenReview]
San Diego Oral
Fri Dec 05 03:50 PM -- 04:10 PM (PST) @ Upper Level Ballroom 20D None
Spectral Perturbation Bounds for Low-Rank Approximation with Applications to Privacy
[
OpenReview]
Mexico City Oral
Fri Dec 05 03:50 PM -- 04:10 PM (PST) @ Don Alberto 3 None
1000 Layer Networks for Self-Supervised RL: Scaling Depth Can Enable New Goal-Reaching Capabilities
Mexico City Oral
Fri Dec 05 03:50 PM -- 04:10 PM (PST) @ Don Alberto 4 None
MokA: Multimodal Low-Rank Adaptation for MLLMs
San Diego Oral
Fri Dec 05 03:50 PM -- 04:10 PM (PST) @ Upper Level Ballroom 20AB None
On Linear Mode Connectivity of Mixture-of-Experts Architectures
[
OpenReview]
San Diego Oral
Fri Dec 05 04:10 PM -- 04:30 PM (PST) @ Upper Level Ballroom 20D None
Improved Regret Bounds for Gaussian Process Upper Confidence Bound in Bayesian Optimization
[
Slides]
[
OpenReview]
San Diego Oral
Fri Dec 05 04:10 PM -- 04:30 PM (PST) @ Upper Level Ballroom 6AB None
ElasticMM: Efficient Multimodal LLMs Serving with Elastic Multimodal Parallelism
[
OpenReview]
San Diego Oral
Fri Dec 05 04:10 PM -- 04:30 PM (PST) @ Exhibit Hall F,G,H None
Learning long range dependencies through time reversal symmetry breaking
[
OpenReview]
San Diego Oral
Fri Dec 05 04:10 PM -- 04:30 PM (PST) @ Upper Level Ballroom 6CDEF None
Discovering Opinion Intervals from Conflicts in Signed Graphs
[
OpenReview]
San Diego Oral
Fri Dec 05 04:10 PM -- 04:30 PM (PST) @ Upper Level Ballroom 20AB None
Learning (Approximately) Equivariant Networks via Constrained Optimization
[
OpenReview]
Mexico City Oral
Fri Dec 05 04:10 PM -- 04:30 PM (PST) @ Don Alberto 3 None
Learning long range dependencies through time reversal symmetry breaking
Mexico City Oral
Fri Dec 05 04:10 PM -- 04:30 PM (PST) @ Don Alberto 4 None
ElasticMM: Efficient Multimodal LLMs Serving with Elastic Multimodal Parallelism
Break
Fri Dec 05 04:30 PM -- 05:30 PM (PST) None
Coffee Break
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5013
Neural-Driven Image Editing
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1916
LIMOPro: Reasoning Refinement for Efficient and Effective Test-time Scaling
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4713
Cyclic Counterfactuals under Shift–Scale Interventions
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1011
Better Language Model Inversion by Compactly Representing Next-Token Distributions
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1110
Comparison requires valid measurement: Rethinking attack success rate comparisons in AI red teaming
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2215
Universal Visuo-Tactile Video Understanding for Embodied Interaction
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2611
Robust Transfer Learning with Unreliable Source Data
[
URL]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #301
PeRL: Permutation-Enhanced Reinforcement Learning for Interleaved Vision-Language Reasoning
[
OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2113
CALM-PDE: Continuous and Adaptive Convolutions for Latent Space Modeling of Time-dependent PDEs
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5314
SHAP Meets Tensor Networks: Provably Tractable Explanations with Parallelism
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3612
Coupled Data and Measurement Space Dynamics for Enhanced Diffusion Posterior Sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2015
DCA: Graph-Guided Deep Embedding Clustering for Brain Atlases
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3719
Rethinking Fine-Tuning when Scaling Test-Time Compute: Limiting Confidence Improves Mathematical Reasoning
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1704
Uncertainty-Calibrated Prediction of Randomly-Timed Biomarker Trajectories with Conformal Bands
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1900
A Theoretical Study on Bridging Internal Probability and Self-Consistency for LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2606
AdaTS: Learning Adaptive Time Series Representations via Dynamic Soft Contrasts
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1109
LLM Generated Persona is a Promise with a Catch
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1213
Rethinking Fair Federated Learning from Parameter and Client View
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3914
Learning Orthogonal Multi-Index Models: A Fine-Grained Information Exponent Analysis
[
OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3707
Spectral Graph Neural Networks are Incomplete on Graphs with a Simple Spectrum
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3109
The ODE Method for Stochastic Approximation and Reinforcement Learning with Markovian Noise
[
JMLR]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1605
A Multimodal Benchmark for Framing of Oil & Gas Advertising and Potential Greenwashing Detection
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #407
Regret Lower Bounds for Decentralized Multi-Agent Stochastic Shortest Path Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2310
This Time is Different: An Observability Perspective on Time Series Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2209
Neighbor-aware Contrastive Disambiguation for Cross-Modal Hashing with Redundant Annotations
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4300
Gaussian-Augmented Physics Simulation and System Identification with Complex Colliders
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3100
Multi-Environment POMDPs: Discrete Model Uncertainty Under Partial Observability
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4507
MAGNET: A Multi-agent Framework for Finding Audio-Visual Needles by Reasoning over Multi-Video Haystacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4314
MVSMamba: Multi-View Stereo with State Space Model
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4803
Weak-shot Keypoint Estimation via Keyness and Correspondence Transfer
[
Slides]
[
Poster]
[
OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2101
Learning long range dependencies through time reversal symmetry breaking
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #307
Actor-Free Continuous Control via Structurally Maximizable Q-Functions
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3201
Regret Analysis of Average-Reward Unichain MDPs via an Actor-Critic Approach
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Prompt Tuning Transformers for Data Memorization
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2211
Understanding while Exploring: Semantics-driven Active Mapping
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3309
Token-Level Self-Play with Importance-Aware Guidance for Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4719
LangHOPS: Language Grounded Hierarchical Open-Vocabulary Part Segmentation
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4817
PandaPose: 3D Human Pose Lifting from a Single Image via Propagating 2D Pose Prior to 3D Anchor Space
[
Slides]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2902
Transformers are almost optimal metalearners for linear classification
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2701
TPP-SD: Accelerating Transformer Point Process Sampling with Speculative Decoding
[
Slides]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3313
The Automated LLM Speedrunning Benchmark: Reproducing NanoGPT Improvements
[
Slides]
[
OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1309
MARS-VFL: A Unified Benchmark for Vertical Federated Learning with Realistic Evaluation
[
OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3208
Non-Asymptotic Analysis Of Data Augmentation For Precision Matrix Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2014
RobIA: Robust Instance-aware Continual Test-time Adaptation for Deep Stereo
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #515
Improving planning and MBRL with temporally-extended actions
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #315
Learning to Better Search with Language Models via Guided Reinforced Self-Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4108
Controllable Human-centric Keyframe Interpolation with Generative Prior
[
Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4201
Degradation-Aware Dynamic Schrödinger Bridge for Unpaired Image Restoration
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3814
Vulnerable Data-Aware Adversarial Training
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Aligning What Matters: Masked Latent Adaptation for Text-to-Audio-Video Generation
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1300
Toward Efficient Inference Attacks: Shadow Model Sharing via Mixture-of-Experts
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5310
SCOUT: Teaching Pre-trained Language Models to Enhance Reasoning via Flow Chain-of-Thought
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3615
Pre-trained Large Language Models Learn to Predict Hidden Markov Models In-context
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #509
Behavior Injection: Preparing Language Models for Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #402
COGNAC: Cooperative Graph-based Networked Agent Challenges for Multi-Agent Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2904
An Analytical Theory of Spectral Bias in the Learning Dynamics of Diffusion Models
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4611
Directed-Tokens: A Robust Multi-Modality Alignment Approach to Large Language-Vision Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5204
Leveraging semantic similarity for experimentation with AI-generated treatments
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2702
Revisiting Logit Distributions for Reliable Out-of-Distribution Detection
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2115
QCircuitBench: A Large-Scale Dataset for Benchmarking Quantum Algorithm Design
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5000
Vector Database Watermarking
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4304
1000+ FPS 4D Gaussian Splatting for Dynamic Scene Rendering
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2406
Towards Automated Petrography
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2516
SketchMind: A Multi-Agent Cognitive Framework for Assessing Student-Drawn Scientific Sketches
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3609
What Matters in Data for DPO?
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3206
Online Learning in the Repeated Mediated Newsvendor Problem
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1403
RULE: Reinforcement UnLEarning Achieves Forget-retain Pareto Optimality
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3600
Iterative Foundation Model Fine-Tuning on Multiple Rewards
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #216
Compute-Optimal Scaling for Value-Based Deep RL
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 3
F-Adapter: Frequency-Adaptive Parameter-Efficient Fine-Tuning in Scientific Machine Learning
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2700
LLM Meeting Decision Trees on Tabular Data
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4900
Styl3R: Instant 3D Stylized Reconstruction for Arbitrary Scenes and Styles
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #408
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1202
Don’t call it privacy-preserving or human-centric pose estimation if you don’t measure privacy
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #211
DAIL: Beyond Task Ambiguity for Language-Conditioned Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2013
What do you know? Bayesian knowledge inference for navigating agents
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1512
EDBench: Large-Scale Electron Density Data for Molecular Modeling
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #902
FRAM: Frobenius-Regularized Assignment Matching with Mixed-Precision Computing
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3507
Homogeneous Keys, Heterogeneous Values: Exploiting Local KV Cache Asymmetry for Long-Context LLMs
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3412
Bridging Expressivity and Scalability with Adaptive Unitary SSMs
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4006
Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3304
Flexible Realignment of Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2802
Weak-to-Strong Generalization under Distribution Shifts
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4202
HairFree: Compositional 2D Head Prior for Text-Driven 360° Bald Texture Synthesis
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5103
U-REPA: Aligning Diffusion U-Nets to ViTs
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OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1206
Spectral Perturbation Bounds for Low-Rank Approximation with Applications to Privacy
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2604
Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
UFO-RL: Uncertainty-Focused Optimization for Efficient Reinforcement Learning Data Selection
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Slides]
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4811
RANK++LETR: Learn to Rank and Optimize Candidates for Line Segment Detection
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2900
Proper Hölder-Kullback Dirichlet Diffusion: A Framework for High Dimensional Generative Modeling
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4200
CAR-Flow: Condition-Aware Reparameterization Aligns Source and Target for Better Flow Matching
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4802
A Generalized Label Shift Perspective for Cross-Domain Gaze Estimation
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1503
Atomic Diffusion Models for Small Molecule Structure Elucidation from NMR Spectra
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4901
HoloScene: Simulation‑Ready Interactive 3D Worlds from a Single Video
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #414
A Closed-Form Solution for Fast and Reliable Adaptive Testing
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4508
Mitigating Intra- and Inter-modal Forgetting in Continual Learning of Unified Multimodal Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4608
Availability-aware Sensor Fusion via Unified Canonical Space
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2410
EnCompass: Enhancing Agent Programming with Search Over Program Execution Paths
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3517
Towards Interpretable and Efficient Attention: Compressing All by Contracting a Few
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3415
Causal Spatio-Temporal Prediction: An Effective and Efficient Multi-Modal Approach
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4514
Instance-Level Composed Image Retrieval
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4404
Point-MaDi: Masked Autoencoding with Diffusion for Point Cloud Pre-training
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1301
Virus Infection Attack on LLMs: Your Poisoning Can Spread "VIA" Synthetic Data
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4917
Intermediate Domain Alignment and Morphology Analogy for Patent-Product Image Retrieval
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4301
U-CAN: Unsupervised Point Cloud Denoising with Consistency-Aware Noise2Noise Matching
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #304
Shallow Flow Matching for Coarse-to-Fine Text-to-Speech Synthesis
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
The Quotient Bayesian Learning Rule
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5312
Towards Understanding Safety Alignment: A Mechanistic Perspective from Safety Neurons
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #914
Beyond $\tilde{O}(\sqrt{T})$ Constraint Violation for Online Convex Optimization with Adversarial Constraints
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #412
Automaton Constrained Q-Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3817
Understanding the Gain from Data Filtering in Multimodal Contrastive Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1612
Inferring stochastic dynamics with growth from cross-sectional data
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3715
Beyond Masked and Unmasked: Discrete Diffusion Models via Partial Masking
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2513
When Causal Dynamics Matter: Adapting Causal Strategies through Meta-Aware Interventions
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2403
MoFo: Empowering Long-term Time Series Forecasting with Periodic Pattern Modeling
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1100
Boosting Adversarial Transferability with Spatial Adversarial Alignment
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #916
Feasibility-Aware Decision-Focused Learning for Predicting Parameters in the Constraints
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2809
Large Language Models for Lossless Image Compression: Next-Pixel Prediction in Language Space is All You Need
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5016
Tri-MARF: A Tri-Modal Multi-Agent Responsive Framework for Comprehensive 3D Object Annotation
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3401
Collapsing Taylor Mode Automatic Differentiation
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4013
ViewCraft3D: High-fidelity and View-Consistent 3D Vector Graphics Synthesis
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4205
Wan-Move: Motion-controllable Video Generation via Latent Trajectory Guidance
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Poster]
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OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3919
Generalized Linear Mode Connectivity for Transformers
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OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4601
Rethinking Multimodal Learning from the Perspective of Mitigating Classification Ability Disproportion
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Poster]
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OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3316
Improved Regret Bounds for Gaussian Process Upper Confidence Bound in Bayesian Optimization
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Poster]
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OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4612
MokA: Multimodal Low-Rank Adaptation for MLLMs
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OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #104
A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3413
Structured Spectral Reasoning for Frequency-Adaptive Multimodal Recommendation
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3302
HALO: Hadamard-Assisted Lower-Precision Optimization for LLMs
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #209
Structural Information-based Hierarchical Diffusion for Offline Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4413
THUNDER: Tile-level Histopathology image UNDERstanding benchmark
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5206
Logic-in-Frames: Dynamic Keyframe Search via Visual Semantic-Logical Verification for Long Video Understanding
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3907
Better Training Data Attribution via Better Inverse Hessian-Vector Products
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4315
EGGS: Exchangeable 2D/3D Gaussian Splatting for Geometry-Appearance Balanced Novel View Synthesis
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2906
Information-theoretic Generalization Analysis for VQ-VAEs: A Role of Latent Variables
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #111
FedQS: Optimizing Gradient and Model Aggregation for Semi-Asynchronous Federated Learning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1610
SpecMER: Fast Protein Generation with K-mer Guided Speculative Decoding
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1205
When Data Can't Meet: Estimating Correlation Across Privacy Barriers
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5203
Outcome-Based Online Reinforcement Learning: Algorithms and Fundamental Limits
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1413
TEMPO: Temporal Multi-scale Autoregressive Generation of Protein Conformational Ensembles
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2808
Environment Inference for Learning Generalizable Dynamical System
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Slides]
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1112
Explaining Similarity in Vision-Language Encoders with Weighted Banzhaf Interactions
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3409
Ravan: Multi-Head Low-Rank Adaptation for Federated Fine-Tuning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4414
Two Causally Related Needles in a Video Haystack
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4513
StreamForest: Efficient Online Video Understanding with Persistent Event Memory
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5307
DMWM: Dual-Mind World Model with Long-Term Imagination
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1010
Emergence and Evolution of Interpretable Concepts in Diffusion Models
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2613
MINGLE: Mixture of Null-Space Gated Low-Rank Experts for Test-Time Continual Model Merging
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3705
Contextual Tokenization for Graph Inverted Indices
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4919
WaveAR: Wavelet-Aware Continuous Autoregressive Diffusion for Accurate Human Motion Prediction
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4313
GSRF: Complex-Valued 3D Gaussian Splatting for Efficient Radio-Frequency Data Synthesis
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #107
Enhancing Training Data Attribution with Representational Optimization
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Slides]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4503
Conditional Representation Learning for Customized Tasks
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1710
Towards Evaluating Proactive Risk Awareness of Multimodal Language Models
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2207
GaussianFusion: Gaussian-Based Multi-Sensor Fusion for End-to-End Autonomous Driving
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4500
NormFit: A Lightweight Solution for Few-Shot Federated Learning with Non-IID Data
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1814
Reasoning Planning for Language Models
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3106
Trajectory Graph Learning: Aligning with Long Trajectories in Reinforcement Learning Without Reward Design
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3512
MoBA: Mixture of Block Attention for Long-Context LLMs
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2003
Transformer brain encoders explain human high-level visual responses
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4700
Long-Tailed Recognition via Information-Preservable Two-Stage Learning
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Slides]
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Poster]
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OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4902
More effort is needed to protect pedestrian privacy in the era of AI
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4106
Shallow Diffuse: Robust and Invisible Watermarking through Low-Dim Subspaces in Diffusion Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
A Dynamic Learning Strategy for Dempster-Shafer Theory with Applications in Classification and Enhancement
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3812
Compositional Neural Network Verification via Assume-Guarantee Reasoning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2214
DexFlyWheel: A Scalable and Self-improving Data Generation Framework for Dexterous Manipulation
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4812
Spatiotemporal Consensus with Scene Prior for Unsupervised Domain Adaptive Person Search
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1102
How Does Topology Bias Distort Message Passing in Graph Recommender? A Dirichlet Energy Perspective
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3617
Restoring Pruned Large Language Models via Lost Component Compensation
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2317
Knowledge Insulating Vision-Language-Action Models: Train Fast, Run Fast, Generalize Better
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3405
Projective Equivariant Networks via Second-order Fundamental Differential Invariants
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Poster]
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5108
Functional Scaling Laws in Kernel Regression: Loss Dynamics and Learning Rate Schedules
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5104
Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1214
TokenSwap: A Lightweight Method to Disrupt Memorized Sequences in LLMs
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1215
Purifying Approximate Differential Privacy with Randomized Post-processing
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5102
Adam Reduces a Unique Form of Sharpness: Theoretical Insights Near the Minimizer Manifold
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Poster]
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3410
Improving Bilinear RNN with Closed-loop Control
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Poster]
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4203
DisMo: Disentangled Motion Representations for Open-World Motion Transfer
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3718
Right Question is Already Half the Answer: Fully Unsupervised LLM Reasoning Incentivization
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Poster]
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2315
3D Equivariant Visuomotor Policy Learning via Spherical Projection
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1405
Approximate Domain Unlearning for Vision-Language Models
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Poster]
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2508
DeCaFlow: A deconfounding causal generative model
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1406
Ridge Boosting is Both Robust and Efficient
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1502
Unlocking hidden biomolecular conformational landscapes in diffusion models at inference time
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2407
IPSI: Enhancing Structural Inference with Automatically Learned Structural Priors
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1608
Cloud4D: Estimating Cloud Properties at a High Spatial and Temporal Resolution
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4614
REN: Fast and Efficient Region Encodings from Patch-Based Image Encoders
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #114
AGENTIF: Benchmarking Large Language Models Instruction Following Ability in Agentic Scenarios
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3508
Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4208
Flow-GRPO: Training Flow Matching Models via Online RL
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1913
Collaborative Reasoner: Self-Improving Social Agents with Synthetic Conversations
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1103
Fairness under Competition
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #908
HBLLM: Wavelet-Enhanced High-Fidelity 1-Bit Quantization for LLMs
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Slides]
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Poster]
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3708
CURE: Concept Unlearning via Orthogonal Representation Editing in Diffusion Models
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1201
Versatile differentially private learning for general loss functions
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Poster]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1002
Prohibiting Generative AI in any Form of Weapon Control
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4319
InternScenes: A Large-scale Simulatable Indoor Scene Dataset with Realistic Layouts
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1203
Struct-Bench: A Benchmark for Differentially Private Structured Text Generation
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #401
Introducing FOReCAst: The Future Outcome Reasoning and Confidence Assessment Benchmark
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1702
WolBanking77: Wolof Banking Speech Intent Classification Dataset
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #115
PSBench: a large-scale benchmark for estimating the accuracy of protein complex structural models
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2016
LithoSim: A Large, Holistic Lithography Simulation Benchmark for AI-Driven Semiconductor Manufacturing
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4409
RGB-to-Polarization Estimation: A New Task and Benchmark Study
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2709
Establishing Best Practices in Building Rigorous Agentic Benchmarks
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4711
The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4410
FlySearch: Exploring how vision-language models explore
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #113
MindGYM: What Matters in Question Synthesis for Thinking-Centric Fine-Tuning?
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4411
Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #112
Web-Scale Collection of Video Data for 4D Animal Reconstruction
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4412
RTV-Bench: Benchmarking MLLM Continuous Perception, Understanding and Reasoning through Real-Time Video
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3806
REOBench: Benchmarking Robustness of Earth Observation Foundation Models
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4808
Señorita-2M: A High-Quality Instruction-based Dataset for General Video Editing by Video Specialists
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2100
SutureBot: A Precision Framework & Benchmark For Autonomous End-to-End Suturing
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #201
LTD-Bench: Evaluating Large Language Models by Letting Them Draw
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1701
CHASM: Unveiling Covert Advertisements on Chinese Social Media
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4915
Security Challenges in AI Agent Deployment: Insights from a Large Scale Public Competition
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #110
Diagnosing and Addressing Pitfalls in KG-RAG Datasets: Toward More Reliable Benchmarking
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1412
LC-Opt: Benchmarking Reinforcement Learning and Agentic AI for End-to-End Liquid Cooling Optimization in Data Centers
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4710
Is This Tracker On? A Benchmark Protocol for Dynamic Tracking
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4914
IR3D-Bench: Evaluating Vision-Language Model Scene Understanding as Agentic Inverse Rendering
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4913
Bag of Tricks for Inference-time Computation of LLM Reasoning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1800
MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4912
OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #213
NAVIX: Scaling MiniGrid Environments with JAX
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1609
PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2708
Common Task Framework For a Critical Evaluation of Scientific Machine Learning Algorithms
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4317
NerfBaselines: Consistent and Reproducible Evaluation of Novel View Synthesis Methods
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #109
ICPC-Eval: Probing the Frontiers of LLM Reasoning with Competitive Programming Contests
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1008
Parameterized Synthetic Text Generation with SimpleStories
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4911
ClinicalLab: Aligning Agents for Multi-Departmental Clinical Diagnostics in the Real World
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1606
AtmosSci-Bench: Evaluating the Recent Advance of Large Language Model for Atmospheric Science
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3108
LexiCon: a Benchmark for Planning under Temporal Constraints in Natural Language
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #202
PSI: A Benchmark for Human Interpretation and Response in Traffic Interactions
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2612
Towards Minimizing Feature Drift in Model Merging: Layer-wise Task Vector Fusion for Adaptive Knowledge Integration
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #800
Unleashing the Power of One-Step Diffusion based Image Super-Resolution via a Large-Scale Diffusion Discriminator
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
More Than Just Functional: LLM-as-a-Critique for Efficient Code Generation
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2114
TensorRL-QAS: Reinforcement learning with tensor networks for improved quantum architecture search
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3807
H-SPLID: HSIC-based Saliency Preserving Latent Information Decomposition
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4715
Gaze-VLM: Bridging Gaze and VLMs through Attention Regularization for Egocentric Understanding
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2706
Decentralized Dynamic Cooperation of Personalized Models for Federated Continual Learning
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4316
MoGe-2: Accurate Monocular Geometry with Metric Scale and Sharp Details
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3712
Any Large Language Model Can Be a Reliable Judge: Debiasing with a Reasoning-based Bias Detector
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1801
A Simple Linear Patch Revives Layer-Pruned Large Language Models
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4009
DREAM: Drafting with Refined Target Features and Entropy-Adaptive Cross-Attention Fusion for Multimodal Speculative Decoding
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4417
Grounded Reinforcement Learning for Visual Reasoning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #410
MTRec: Learning to Align with User Preferences via Mental Reward Models
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1601
Automatic Auxiliary Task Selection and Adaptive Weighting Boost Molecular Property Prediction
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1505
Unified Scaling Laws for Compressed Representations
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #909
REASONING COMPILER: LLM-Guided Optimizations for Efficient Model Serving
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #100
Sheetpedia: A 300K-Spreadsheet Corpus for Spreadsheet Intelligence and LLM Fine-Tuning
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3315
Tight Asymptotics of Extreme Order Statistics
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1106
AgentAuditor: Human-level Safety and Security Evaluation for LLM Agents
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #602
DOTA: Distributional Test-time Adaptation of Vision-Language Models
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #801
Understanding outer learning rates in Local SGD
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4418
DeepVideo-R1: Video Reinforcement Fine-Tuning via Difficulty-aware Regressive GRPO
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2202
$\textit{HiMaCon:}$ Discovering Hierarchical Manipulation Concepts from Unlabeled Multi-Modal Data
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3910
Approximation theory for 1-Lipschitz ResNets
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #411
A Finite Sample Analysis of Distributional TD Learning with Linear Function Approximation
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2910
Prediction with expert advice under additive noise
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #611
Model Reconciliation via Cost-Optimal Explanations in Probabilistic Logic Programming
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #815
A Beyond-Worst-Case Analysis of Greedy k-means++
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3519
Tropical Attention: Neural Algorithmic Reasoning for Combinatorial Algorithms
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3310
Deep Tree Tensor Networks
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2909
Improved Regret and Contextual Linear Extension for Pandora's Box and Prophet Inequality
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1803
AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5316
Disentangling Superpositions: Interpretable Brain Encoding Model with Sparse Concept Atoms
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1107
Trans-EnV: A Framework for Evaluating the Linguistic Robustness of LLMs Against English Varieties
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1510
Reinforced Active Learning for Large-Scale Virtual Screening with Learnable Policy Model
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2505
Mitigating Overthinking in Large Reasoning Models via Manifold Steering
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4010
UltraVideo: High-Quality UHD Video Dataset with Comprehensive Captions
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3418
SmallKV: Small Model Assisted Compensation of KV Cache Compression for Efficient LLM Inference
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3312
Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4907
Yggdrasil: Bridging Dynamic Speculation and Static Runtime for Latency-Optimal Tree-Based LLM Decoding
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Poster]
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1009
How do Transformers Learn Implicit Reasoning?
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5111
Matchings Under Biased and Correlated Evaluations
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2200
Fully Autonomous Neuromorphic Navigation and Dynamic Obstacle Avoidance
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4107
X-Scene: Large-Scale Driving Scene Generation with High Fidelity and Flexible Controllability
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3818
Embedding Principle of Homogeneous Neural Network for Classification Problem
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2908
Dynamic Regret Reduces to Kernelized Static Regret
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3311
PaceLLM: Brain-Inspired Large Language Models for Long-Context Understanding
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3308
Uncovering the Spectral Bias in Diagonal State Space Models
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2112
Learning conformational ensembles of proteins based on backbone geometry
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3204
Backward Conformal Prediction
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
RankSEG-RMA: An Efficient Segmentation Algorithm via Reciprocal Moment Approximation
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5308
Multimodal Bandits: Regret Lower Bounds and Optimal Algorithms
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Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3706
Towards Unsupervised Training of Matching-based Graph Edit Distance Solver via Preference-aware GAN
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #503
Direct Fisher Score Estimation for Likelihood Maximization
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3502
Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3518
Multipole Attention for Efficient Long Context Reasoning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4012
One Stone with Two Birds: A Null-Text-Null Frequency-Aware Diffusion Models for Text-Guided Image Inpainting
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3501
Diffusion Models and the Manifold Hypothesis: Log-Domain Smoothing is Geometry Adaptive
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2705
Towards a Pairwise Ranking Model with Orderliness and Monotonicity for Label Enhancement
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3307
Masked Gated Linear Unit
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Slides]
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Poster]
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OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5017
Stop DDoS Attacking the Research Community with AI-Generated Survey Papers
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4516
Personalized Visual Content Generation in Conversational Systems
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1904
Inference of Whole Brain Electrophysiological Networks Through Multimodal Integration of Simultaneous Scalp and Intracranial EEG
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #108
Efficiently Verifiable Proofs of Data Attribution
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #501
ItDPDM: Information-Theoretic Discrete Poisson Diffusion Model
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4515
Vad-R1: Towards Video Anomaly Reasoning via Perception-to-Cognition Chain-of-Thought
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3402
PINNs with Learnable Quadrature
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3306
QBasicVSR: Temporal Awareness Adaptation Quantization for Video Super-Resolution
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2512
Causal Sufficiency and Necessity Improves Chain-of-Thought Reasoning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1509
Pareto-Optimal Energy Alignment for Designing Nature-Like Antibodies
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1307
CoP: Agentic Red-teaming for Large Language Models using Composition of Principles
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4015
InvFusion: Bridging Supervised and Zero-shot Diffusion for Inverse Problems
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1508
Self-supervised Blending Structural Context of Visual Molecules for Robust Drug Interaction Prediction
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2408
Functional Matching of Logic Subgraphs: Beyond Structural Isomorphism
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1306
LOMIA: Label-Only Membership Inference Attacks against Pre-trained Large Vision-Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #207
Price of Parsimony: Complexity of Fourier Sparsity Testing
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4810
Dynamic Semantic-Aware Correlation Modeling for UAV Tracking
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #206
Pretraining a Shared Q-Network for Data-Efficient Offline Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4905
LILO: Learning to Reason at the Frontier of Learnability
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1804
Enhancing LLM Planning for Robotics Manipulation through Hierarchical Procedural Knowledge Graphs
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2614
Continual Optimization with Symmetry Teleportation for Multi-Task Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1903
Bounds on the computational complexity of neurons due to dendritic morphology
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1902
Spike-RetinexFormer: Rethinking Low-light Image Enhancement with Spiking Neural Networks
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #500
Variational Inference with Mixtures of Isotropic Gaussians
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4016
RoPECraft: Training-Free Motion Transfer with Trajectory-Guided RoPE Optimization on Diffusion Transformers
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2907
Agnostic Continuous-Time Online Learning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1517
TrajAgent: An LLM-Agent Framework for Trajectory Modeling via Large-and-Small Model Collaboration
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #804
FedRACE: A Hierarchical and Statistical Framework for Robust Federated Learning
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1805
Consistently Simulating Human Personas with Multi-Turn Reinforcement Learning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4517
RESAnything: Attribute Prompting for Arbitrary Referring Segmentation
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1611
Modeling Microenvironment Trajectories on Spatial Transcriptomics with NicheFlow
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1506
Accelerating 3D Molecule Generative Models with Trajectory Diagnosis
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3601
PhysVLM-AVR: Active Visual Reasoning for Multimodal Large Language Models in Physical Environments
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4511
Discovering Compositional Hallucinations in LVLMs
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4111
Robust Label Proportions Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4709
Visual Anagrams Reveal Hidden Differences in Holistic Shape Processing Across Vision Models
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3602
Multimodal Tabular Reasoning with Privileged Structured Information
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4510
BTL-UI: Blink-Think-Link Reasoning Model for GUI Agent
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2107
HyPINO: Multi-Physics Neural Operators via HyperPINNs and the Method of Manufactured Solutions
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Storyboard-guided Alignment for Fine-grained Video Action Recognition
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #913
Adaptive Kernel Design for Bayesian Optimization Is a Piece of CAKE with LLMs
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3809
Pruning-Robust Mamba with Asymmetric Multi-Scale Scanning Paths
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4518
DP²O-SR: Direct Perceptual Preference Optimization for Real-World Image Super-Resolution
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #607
Quantum speedup of non-linear Monte Carlo problems
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #313
Adversarial Diffusion for Robust Reinforcement Learning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #605
Recurrent Memory for Online Interdomain Gaussian Processes
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4018
Latent Refinement via Flow Matching for Training-free Linear Inverse Problem Solving
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3704
Over-squashing in Spatiotemporal Graph Neural Networks
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2703
Post Hoc Regression Refinement via Pairwise Rankings
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1901
NOBLE - Neural Operator with Biologically-informed Latent Embeddings to Capture Experimental Variability in Biological Neuron Models
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4506
DOVTrack: Data-Efficient Open-Vocabulary Tracking
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3603
Lookahead Routing for Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5318
Low Rank Gradients and Where to Find Them
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4505
FedMGP: Personalized Federated Learning with Multi-Group Text-Visual Prompts
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5009
LeMiCa: Lexicographic Minimax Path Caching for Efficient Diffusion-Based Video Generation
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #413
STAR: Efficient Preference-based Reinforcement Learning via Dual Regularization
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2205
RLGF: Reinforcement Learning with Geometric Feedback for Autonomous Driving Video Generation
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3605
Rao-Blackwell Gradient Estimators for Equivariant Denoising Diffusion
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3906
Scaling Up Liquid-Resistance Liquid-Capacitance Networks for Efficient Sequence Modeling
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #705
Geometric Algorithms for Neural Combinatorial Optimization with Constraints
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1607
Align-DA: Align Score-based Atmospheric Data Assimilation with Multiple Preferences
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4813
PoseCrafter: Extreme Pose Estimation with Hybrid Video Synthesis
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4019
Adaptive Stochastic Coefficients for Accelerating Diffusion Sampling
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4707
AdaVideoRAG: Omni-Contextual Adaptive Retrieval-Augmented Efficient Long Video Understanding
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2502
Tracing the Representation Geometry of Language Models from Pretraining to Post-training
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3606
Adaptive Discretization for Consistency Models
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4502
Universal Video Temporal Grounding with Generative Multi-modal Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2110
BoltzNCE: Learning likelihoods for Boltzmann Generation with Stochastic Interpolants and Noise Contrastive Estimation
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3607
Edit Flows: Variable Length Discrete Flow Matching with Sequence-Level Edit Operations
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1807
SongBloom: Coherent Song Generation via Interleaved Autoregressive Sketching and Diffusion Refinement
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5002
Adaptive Algorithms with Sharp Convergence Rates for Stochastic Hierarchical Optimization
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2000
NeuroH-TGL: Neuro-Heterogeneity Guided Temporal Graph Learning Strategy for Brain Disease Diagnosis
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #614
A Gradient Guided Diffusion Framework for Chance Constrained Programming
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2511
A Counterfactual Semantics for Hybrid Dynamical Systems
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1207
You Only Communicate Once: One-shot Federated Low-Rank Adaptation of MLLM
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #208
Finite-Time Bounds for Average-Reward Fitted Q-Iteration
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3608
Ranking-based Preference Optimization for Diffusion Models from Implicit User Feedback
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4312
Optimized Minimal 3D Gaussian Splatting
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #311
Structured Reinforcement Learning for Combinatorial Decision-Making
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2810
OOD-Barrier: Build a Middle-Barrier for Open-Set Single-Image Test Time Adaptation via Vision Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2501
Interpreting Emergent Features in Deep Learning-based Side-channel Analysis
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2307
Enhancing the Maximum Effective Window for Long-Term Time Series Forecasting
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #106
Rethinking Verification for LLM Code Generation: From Generation to Testing
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3515
AttentionPredictor: Temporal Patterns Matter for KV Cache Compression
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3514
Let Me Think! A Long Chain of Thought Can Be Worth Exponentially Many Short Ones
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4501
HMVLM:Human Motion-Vision-Language Model via MoE LoRA
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3205
Generalized Linear Bandits: Almost Optimal Regret with One-Pass Update
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5003
Learning When to Think: Shaping Adaptive Reasoning in R1-Style Models via Multi-Stage RL
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2206
Toward Artificial Palpation: Representation Learning of Touch on Soft Bodies
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1304
Predicting the Performance of Black-box Language Models with Follow-up Queries
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2409
UniTraj: Learning a Universal Trajectory Foundation Model from Billion-Scale Worldwide Traces
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #711
Fast Local Search Algorithms for Clustering with Adaptive Sampling and Bandit Strategies
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1208
The Gaussian Mixing Mechanism: Renyi Differential Privacy via Gaussian Sketches
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2811
Quantifying Distributional Invariance in Causal Subgraph for IRM-Free Graph Generalization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4310
GuideFlow3D: Optimization-Guided Rectified Flow For Appearance Transfer
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Slides]
[
Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1809
PolarQuant: Leveraging Polar Transformation for Key Cache Quantization and Decoding Acceleration
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2109
Graph-based Symbolic Regression with Invariance and Constraint Encoding
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1303
Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3703
Unsupervised Learning for Optimal Transport plan prediction between unbalanced graphs
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #404
Solving Continuous Mean Field Games: Deep Reinforcement Learning for Non-Stationary Dynamics
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3810
Preference Learning with Response Time: Robust Losses and Guarantees
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #416
Ground-Compose-Reinforce: Grounding Language in Agentic Behaviours using Limited Data
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5313
Tree of Preferences for Diversified Recommendation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5006
GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1001
An Ellipsoid Algorithm for Online Convex Optimization
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1810
Don’t Let It Fade: Preserving Edits in Diffusion Language Models via Token Timestep Allocation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2305
Meta Guidance: Incorporating Inductive Biases into Deep Time Series Imputers
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3303
Revisiting Residual Connections: Orthogonal Updates for Stable and Efficient Deep Networks
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2914
Mechanism Design via the Interim Relaxation
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3811
Multi-Expert Distributionally Robust Optimization for Out-of-Distribution Generalization
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1504
Repurposing AlphaFold3-like Protein Folding Models for Antibody Sequence and Structure Co-design
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1617
A Diffusion Model for Regular Time Series Generation from Irregular Data with Completion and Masking
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2616
Treasure Hunt: Real-time Targeting of the Long Tail using Training-Time Markers
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2510
Causal Discovery and Inference through Next-Token Prediction
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1811
Conformal Linguistic Calibration: Trading-off between Factuality and Specificity
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4309
4DGCPro: Efficient Hierarchical 4D Gaussian Compression for Progressive Volumetric Video Streaming
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4110
WarpGAN: Warping-Guided 3D GAN Inversion with Style-Based Novel View Inpainting
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4816
PointTruss: K-Truss for Point Cloud Registration
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3702
On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
AffordBot: 3D Fine-grained Embodied Reasoning via Multimodal Large Language Models
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #308
One Subgoal at a Time: Zero-Shot Generalization to Arbitrary Linear Temporal Logic Requirements in Multi-Task Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3918
The Computational Complexity of Counting Linear Regions in ReLU Neural Networks
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5007
The Good, the Bad and the Ugly: Meta-Analysis of Watermarks, Transferable Attacks and Adversarial Defenses
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2210
Embodied Crowd Counting
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1812
DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3610
rStar-Coder: Scaling Competitive Code Reasoning with a Large-Scale Verified Dataset
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #816
Stable Coresets via Posterior Sampling: Aligning Induced and Full Loss Landscapes
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2304
Multi-Scale Finetuning for Encoder-based Time Series Foundation Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1012
Minimizing False-Positive Attributions in Explanations of Non-Linear Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #306
BraVE: Offline Reinforcement Learning for Discrete Combinatorial Action Spaces
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2617
Co-Regularization Enhances Knowledge Transfer in High Dimensions
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1813
LeVo: High-Quality Song Generation with Multi-Preference Alignment
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #305
SPiDR: A Simple Approach for Zero-Shot Safety in Sim-to-Real Transfer
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4704
LabelAny3D: Label Any Object 3D in the Wild
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2905
Safely Learning Controlled Stochastic Dynamics
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1302
Learning to Steer: Input-dependent Steering for Multimodal LLMs
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2600
Deep Edge Filter: Return of the Human-Crafted Layer in Deep Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4706
Rising from Ashes: Generalized Federated Learning via Dynamic Parameter Reset
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1209
FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4703
T-norm Selection for Object Detection in Autonomous Driving with Logical Constraints
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5010
RoMA: Scaling up Mamba-based Foundation Models for Remote Sensing
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3611
Flow Matching Neural Processes
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1013
Sample-efficient Learning of Concepts with Theoretical Guarantees: from Data to Concepts without Interventions
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1707
AOR: Anatomical Ontology-Guided Reasoning for Medical Large Multimodal Model in Chest X-Ray Interpretation
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2303
True Zero-Shot Inference of Dynamical Systems Preserving Long-Term Statistics
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5205
Proxy Target: Bridging the Gap Between Discrete Spiking Neural Networks and Continuous Control
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4602
Uncertainty-quantified Rollout Policy Adaptation for Unlabelled Cross-domain Video Temporal Grounding
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4603
Projection-Manifold Regularized Latent Diffusion for Robust General Image Fusion
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #912
Informed Initialization for Bayesian Optimization and Active Learning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4604
Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4702
Reading Recognition in the Wild
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2903
Infrequent Exploration in Linear Bandits
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Slides]
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5209
CPPO: Accelerating the Training of Group Relative Policy Optimization-Based Reasoning Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1210
An Iterative Algorithm for Differentially Private $k$-PCA with Adaptive Noise
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5319
MOSDT: Self-Distillation-Based Decision Transformer for Multi-Agent Offline Safe Reinforcement Learning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4308
Spiral: Semantic-Aware Progressive LiDAR Scene Generation and Understanding
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3511
Dependency Parsing is More Parameter-Efficient with Normalization
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2002
From Pixels to Views: Learning Angular-Aware and Physics-Consistent Representations for Light Field Microscopy
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2601
Mitigating Spurious Features in Contrastive Learning with Spectral Regularization
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3207
How Patterns Dictate Learnability in Sequential Data
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2602
LLM Interpretability with Identifiable Temporal-Instantaneous Representation
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4307
Plenodium: Underwater 3D Scene Reconstruction with Plenoptic Medium Representation
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4910
Uncover Governing Law of Pathology Propagation Mechanism Through A Mean-Field Game
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3510
Attention on the Sphere
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2301
SPOT-Trip: Dual-Preference Driven Out-of-Town Trip Recommendation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4800
Gradient-Weight Alignment as a Train-Time Proxy for Generalization in Classification Tasks
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3301
PermLLM: Learnable Channel Permutation for N:M Sparse Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3300
ACT as Human: Multimodal Large Language Model Data Annotation with Critical Thinking
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Slides]
[
Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4306
Reframing Gaussian Splatting Densification with Complexity-Density Consistency of Primitives
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3209
On the Emergence of Linear Analogies in Word Embeddings
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #808
Second-Order Convergence in Private Stochastic Non-Convex Optimization
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3902
Neural Hamiltonian Diffusions for Modeling Structured Geometric Dynamics
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1613
scPilot: Large Language Model Reasoning Toward Automated Single-Cell Analysis and Discovery
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #203
Conditional Distribution Compression via the Kernel Conditional Mean Embedding
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4903
A Circular Argument: Does RoPE need to be Equivariant for Vision?
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2004
Unfolding the Black Box of Recurrent Neural Networks for Path Integration
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1501
Path Gradients after Flow Matching
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2213
DiffE2E: Rethinking End-to-End Driving with a Hybrid Diffusion-Regression-Classification Policy
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3400
Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3901
Hankel Singular Value Regularization for Highly Compressible State Space Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #610
Fast Computation and Optimization for Opinion-Based Quantities of Friedkin-Johnsen Model
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2005
S$^2$M-Former: Spiking Symmetric Mixing Branchformer for Brain Auditory Attention Detection
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #405
Evaluating LLMs in Open-Source Games
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #514
AREAL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5015
Explore In-Context Message Passing Operator for Graph Neural Networks in A Mean Field Game
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3913
Beyond Benign Overfitting in Nadaraya-Watson Interpolators
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4105
FreeControl: Efficient, Training-Free Structural Control via One-Step Attention Extraction
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3900
T2V-OptJail: Discrete Prompt Optimization for Text-to-Video Jailbreak Attacks
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #105
STRAP: Spatio-Temporal Pattern Retrieval for Out-of-Distribution Generalization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3912
Metric Automata Theory: A Unifying Theory of RNNs
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #704
Coreset for Robust Geometric Median: Eliminating Size Dependency on Outliers
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
SEMPO: Lightweight Foundation Models for Time Series Forecasting
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4916
Noise-Robustness Through Noise: A Framework combining Asymmetric LoRA with Poisoning MoE
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Slides]
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2007
Inpainting the Neural Picture: Inferring Unrecorded Brain Area Dynamics from Multi-Animal Datasets
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4104
Understand Before You Generate: Self-Guided Training for Autoregressive Image Generation
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Slides]
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #406
Online Mixture of Experts: No-Regret Learning for Optimal Collective Decision-Making
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4303
OptiScene: LLM-driven Indoor Scene Layout Generation via Scaled Human-aligned Data Synthesis and Multi-Stage Preference Optimization
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3403
STree: Speculative Tree Decoding for Hybrid State Space Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3001
Transformers Provably Learn Chain-of-Thought Reasoning with Length Generalization
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Slides]
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4000
Beyond Token Probes: Hallucination Detection via Activation Tensors with ACT-ViT
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5018
Sample-Conditional Coverage in Split-Conformal Prediction
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1005
Homogeneous Algorithms Can Reduce Competition in Personalized Pricing
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4302
Reconstruct, Inpaint, Test-Time Finetune: Dynamic Novel-view Synthesis from Monocular Videos
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Slides]
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #513
KeeA*: Epistemic Exploratory A* Search via Knowledge Calibration
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Slides]
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2413
Computational Algebra with Attention: Transformer Oracles for Border Basis Algorithms
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3003
Generalization Bounds for Model-based Algorithm Configuration
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3004
Learning from positive and unlabeled examples -Finite size sample bounds
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3005
Learning Theory for Kernel Bilevel Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1014
Revisiting LRP: Positional Attribution as the Missing Ingredient for Transformer Explainability
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Turning the Tables: Enabling Backward Transfer via Causal-Aware LoRA in Continual Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3210
Advancing Wasserstein Convergence Analysis of Score-Based Models: Insights from Discretization and Second-Order Acceleration
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4801
CSPCL: Category Semantic Prior Contrastive Learning for Deformable DETR-Based Prohibited Item Detectors
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1915
Are Large Reasoning Models Good Translation Evaluators? Analysis and Performance Boost
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4103
Learning Diffusion Models with Flexible Representation Guidance
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2009
Is Limited Participant Diversity Impeding EEG-based Machine Learning?
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1212
OmniFC: Rethinking Federated Clustering via Lossless and Secure Distance Reconstruction
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5109
Optimal Regret Bounds via Low-Rank Structured Variation in Non-Stationary Reinforcement Learning
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Slides]
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #600
$\text{G}^2\text{M}$: A Generalized Gaussian Mirror Method to Boost Feature Selection Power
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4605
CAT: Content-Adaptive Image Tokenization
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3406
Efficient Training-Free Online Routing for High-Volume Multi-LLM Serving
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4002
Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning Dynamics
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3006
Stability and Sharper Risk Bounds with Convergence Rate $\tilde{O}(1/n^2)$
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Slides]
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1015
Tree Ensemble Explainability through the Hoeffding Functional Decomposition and TreeHFD Algorithm
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1914
Less is More: Local Intrinsic Dimensions of Contextual Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3104
Constrained Linear Thompson Sampling
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #706
Uniform Wrappers: Bridging Concave to Quadratizable Functions in Online Optimization
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3407
Enhanced Self-Distillation Framework for Efficient Spiking Neural Network Training
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3317
Optimal community detection in dense bipartite graphs
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4101
GoT: Unleashing Reasoning Capability of MLLM for Visual Generation and Editing
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3618
Optimize Any Topology: A Foundation Model for Shape- and Resolution-Free Structural Topology Optimization
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5107
Pause Tokens Strictly Increase the Expressivity of Constant-Depth Transformers
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5106
An Information-theoretical Framework for Understanding Out-of-distribution Detection with Pretrained Vision-Language Models
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3007
Robust Contextual Pricing
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1515
Negative Feedback Really Matters: Signed Dual-Channel Graph Contrastive Learning Framework for Recommendation
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5105
Vision‑Language‑Vision Auto‑Encoder: Scalable Knowledge Distillation from Diffusion Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #302
RLZero: Direct Policy Inference from Language Without In-Domain Supervision
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #905
Irrational Complex Rotations Empower Low-bit Optimizers
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4607
STAR: Spatial-Temporal Tracklet Matching for Multi-Object Tracking
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1016
Do different prompting methods yield a common task representation in language models?
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3802
Enhanced Expert Merging for Mixture-of-Experts in Graph Foundation Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1602
Towards Unified and Lossless Latent Space for 3D Molecular Latent Diffusion Modeling
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2106
Neural Emulator Superiority: When Machine Learning for PDEs Surpasses its Training Data
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3008
Hessian-guided Perturbed Wasserstein Gradient Flows for Escaping Saddle Points
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #606
Multi-View Oriented GPLVM: Expressiveness and Efficiency
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4100
VORTA: Efficient Video Diffusion via Routing Sparse Attention
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3009
On the Robustness of Transformers against Context Hijacking for Linear Classification
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4819
Prompt-Guided Alignment with Information Bottleneck Makes Image Compression Also a Restorer
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1104
Understanding Fairness and Prediction Error through Subspace Decomposition and Influence Analysis
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4610
Training-free Online Video Step Grounding
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #512
DISCOVER: Automated Curricula for Sparse-Reward Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 7
Neural Attention Search
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #713
Revisiting Frank-Wolfe for Structured Nonconvex Optimization
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #708
Controlling the Flow: Stability and Convergence for Stochastic Gradient Descent with Decaying Regularization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Semi-supervised Graph Anomaly Detection via Robust Homophily Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #212
Learning from Reward-Free Offline Data: A Case for Planning with Latent Dynamics Models
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1615
Causality-Induced Positional Encoding for Transformer-Based Representation Learning of Non-Sequential Features
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1912
Know What You Don't Know: Uncertainty Calibration of Process Reward Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2814
Transfer Learning on Edge Connecting Probability Estimation Under Graphon Model
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1400
Dynamical Properties of Tokens in Self-Attention and Effects of Positional Encoding
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4606
$\Delta \mathrm{Energy}$: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2316
Learning Spatial-Aware Manipulation Ordering
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3911
A Theoretical Framework for Grokking: Interpolation followed by Riemannian Norm Minimisation
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1705
GEM: Empowering MLLM for Grounded ECG Understanding with Time Series and Images
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3619
SCAN: Self-Denoising Monte Carlo Annotation for Robust Process Reward Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1911
SE-Agent: Self-Evolution Trajectory Optimization in Multi-Step Reasoning with LLM-Based Agents
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #810
First Attentions Last: Better Exploiting First Attentions for Efficient Parallel Training
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3102
Planning and Learning in Average Risk-aware MDPs
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2417
CADMorph: Geometry‑Driven Parametric CAD Editing via a Plan–Generate–Verify Loop
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #911
Amortized Active Generation of Pareto Sets
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2010
Model–Behavior Alignment under Flexible Evaluation: When the Best-Fitting Model Isn’t the Right One
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3101
Near-Optimal Sample Complexity for Online Constrained MDPs
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4204
AR-RAG: Autoregressive Retrieval Augmentation for Image Generation
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1115
Causal Head Gating: A Framework for Interpreting Roles of Attention Heads in Transformers
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3717
un$^2$CLIP: Improving CLIP's Visual Detail Capturing Ability via Inverting unCLIP
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #205
Refining Norms: A Post-hoc Framework for OOD Detection in Graph Neural Networks
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #510
On Evaluating Policies for Robust POMDPs
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3411
Q-Palette: Fractional-Bit Quantizers Toward Optimal Bit Allocation for Efficient LLM Deployment
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #300
Prior-Guided Diffusion Planning for Offline Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1411
Towards a General Attention Framework on Gyrovector Spaces for Matrix Manifolds
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2517
FACE: A General Framework for Mapping Collaborative Filtering Embeddings into LLM Tokens
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3505
Efficient Large Language Model Inference with Neural Block Linearization
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4400
SAP: Exact Sorting in Splatting via Screen-Aligned Primitives
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4401
ViDAR: Video Diffusion-Aware 4D Reconstruction From Monocular Inputs
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2103
Energy Loss Functions for Physical Systems
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #915
Adaptive Frontier Exploration on Graphs with Applications to Network-Based Disease Testing
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2607
Self-Supervised Contrastive Learning is Approximately Supervised Contrastive Learning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #712
Targeted Maximum Likelihood Learning: An Optimization Perspective
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4402
Learning Temporal 3D Semantic Scene Completion via Optical Flow Guidance
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1407
C-SafeGen: Certified Safe LLM Generation with Claim-Based Streaming Guardrails
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1910
Sparta Alignment: Collectively Aligning Multiple Language Models through Combat
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2012
Quantifying Uncertainty in Error Consistency: Towards Reliable Behavioral Comparison of Classifiers
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4804
An Effective Levelling Paradigm for Unlabeled Scenarios
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4207
Frame In-N-Out: Unbounded Controllable Image-to-Video Generation
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1313
FLUX: Efficient Descriptor-Driven Clustered Federated Learning under Arbitrary Distribution Shifts
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1113
Topology of Reasoning: Understanding Large Reasoning Models through Reasoning Graph Properties
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1408
Don’t Forget the Enjoin: FocalLoRA for Instruction Hierarchical Alignment in Large Language Models
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3504
Fast attention mechanisms: a tale of parallelism
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Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1907
Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5100
Gradient Descent as Loss Landscape Navigation: a Normative Framework for Deriving Learning Rules
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #812
DiEP: Adaptive Mixture-of-Experts Compression through Differentiable Expert Pruning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5200
VideoChat-R1.5: Visual Test-Time Scaling to Reinforce Multimodal Reasoning by Iterative Perception
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1101
DRIFT: Dynamic Rule-Based Defense with Injection Isolation for Securing LLM Agents
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3804
Higher-Order Learning with Graph Neural Networks via Hypergraph Encodings
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3011
Online Learning of Neural Networks
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #910
Exploring and Exploiting Model Uncertainty in Bayesian Optimization
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4918
Neural B-frame Video Compression with Bi-directional Reference Harmonization
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4209
Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking
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Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3200
Sparse Optimistic Information Directed Sampling
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #813
Scaling Epidemic Inference on Contact Networks: Theory and Algorithms
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #400
Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5311
Dual Alignment Framework for Few-shot Learning with Inter-Set and Intra-Set Shifts
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3012
Learning single index models via harmonic decomposition
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2313
CoC-VLA: Delving into Adversarial Domain Transfer for Explainable Autonomous Driving via Chain-of-Causality Visual-Language-Action Model
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4615
Too Late to Recall: Explaining the Two-Hop Problem in Multimodal Knowledge Retrieval
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2805
A Bayesian Approach to Contextual Dynamic Pricing using the Proportional Hazards Model with Discrete Price Data
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4403
Jamais Vu: Exposing the Generalization Gap in Supervised Semantic Correspondence
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1906
PlanU: Large Language Model Reasoning through Planning under Uncertainty
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3013
A Tale of Two Symmetries: Exploring the Loss Landscape of Equivariant Models
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #903
Stepsize anything: A unified learning rate schedule for budgeted-iteration training
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2515
ContextAgent: Context-Aware Proactive LLM Agents with Open-world Sensory Perceptions
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1311
Deep Learning with Plausible Deniability
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Slides]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #814
Revisiting Consensus Error: A Fine-grained Analysis of Local SGD under Second-order Data Heterogeneity
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3016
Nyström-Accelerated Primal LS-SVMs: Breaking the $O(an^3)$ Complexity Bottleneck for Scalable ODEs Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4805
Noise Matters: Optimizing Matching Noise for Diffusion Classifiers
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Slides]
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5210
Auto-Connect: Connectivity-Preserving RigFormer with Direct Preference Optimization
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1410
Attack via Overfitting: 10-shot Benign Fine-tuning to Jailbreak LLMs
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2609
CG-SSL: Concept-Guided Self-Supervised Learning
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Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2102
AutoSciDACT: Automated Scientific Discovery through Contrastive Embedding and Hypothesis Testing
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4718
EMLoC: Emulator-based Memory-efficient Fine-tuning with LoRA Correction
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Slides]
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1310
Differentially Private High-dimensional Variable Selection via Integer Programming
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2815
Principled Model Routing for Unknown Mixtures of Source Domains
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1714
Venus-MAXWELL: Efficient Learning of Protein-Mutation Stability Landscapes using Protein Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2507
UnCLe: Towards Scalable Dynamic Causal Discovery in Non-linear Temporal Systems
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4806
Salient Concept-Aware Generative Data Augmentation
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1111
Pinpointing Attention-Causal Communication in Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2610
Token Bottleneck: One Token to Remember Dynamics
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2405
Synthetic Series-Symbol Data Generation for Time Series Foundation Models
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Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #707
Nonlinearly Preconditioned Gradient Methods: Momentum and Stochastic Analysis
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3416
Spectral Compressive Imaging via Chromaticity-Intensity Decomposition
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1200
On Group Sufficiency Under Label Bias
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4210
Speculative Jacobi-Denoising Decoding for Accelerating Autoregressive Text-to-image Generation
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Poster]
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4211
DreamLight: Towards Harmonious and Consistent Image Relighting
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #900
DSAS: A Universal Plug-and-Play Framework for Attention Optimization in Multi-Document Question Answering
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2713
Provably Efficient Multi-Task Meta Bandit Learning via Shared Representations
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3314
AlphaBeta is not as good as you think: a simple random games model for a better analysis of deterministic game-solving algorithms
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2712
Revisiting Semi-Supervised Learning in the Era of Foundation Models
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1514
MAPLE: Multi-scale Attribute-enhanced Prompt Learning for Few-shot Whole Slide Image Classification
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2711
Mint: A Simple Test-Time Adaptation of Vision-Language Models against Common Corruptions
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Slides]
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2311
Temporal Representation Alignment: Successor Features Enable Emergent Compositionality in Robot Instruction Following
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5207
JailBound: Jailbreaking Internal Safety Boundaries of Vision-Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3709
CLAWS:Creativity detection for LLM-generated solutions using Attention Window of Sections
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Slides]
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1513
KTAE: A Model-Free Algorithm to Key-Tokens Advantage Estimation in Mathematical Reasoning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #504
Curriculum Design for Trajectory-Constrained Agent: Compressing Chain-of-Thought Tokens in LLMs
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1000
RefLoRA: Refactored Low-Rank Adaptation for Efficient Fine-Tuning of Large Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 1
LoRA-EnVar: Parameter-Efficient Hybrid Ensemble Variational Assimilation for Weather Forecasting
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3815
Analog Foundation Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3417
Training the Untrainable: Introducing Inductive Bias via Representational Alignment
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2911
Refinement Methods for Distributed Distribution Estimation under $\ell^p$-Losses
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1211
DKDR: Dynamic Knowledge Distillation for Reliability in Federated Learning
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2603
Causal Differentiating Concepts: Interpreting LM Behavior via Causal Representation Learning
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3714
Color Conditional Generation with Sliced Wasserstein Guidance
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4004
Value-Guided KV Compression for LLMs via Approximated CUR Decomposition
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5110
Surface-Aware Feed-Forward Quadratic Gaussian for Frame Interpolation with Large Motion
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4705
Consistent Supervised-Unsupervised Alignment for Generalized Category Discovery
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #103
MuSLR: Multimodal Symbolic Logical Reasoning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #907
Through the River: Understanding the Benefit of Schedule-Free Methods for Language Model Training
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2108
MoE-Gyro: Self-Supervised Over-Range Reconstruction and Denoising for MEMS Gyroscopes
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #615
Set Smoothness Unlocks Clarke Hyper-stationarity in Bilevel Optimization
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5008
The Cost of Compression: Tight Quadratic Black-Box Attacks on Sketches for $\ell_2$ Norm Estimation
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2314
InstructFlow: Adaptive Symbolic Constraint-Guided Code Generation for Long-Horizon Planning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2400
Functional Virtual Adversarial Training for Semi-Supervised Time Series Classification
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #309
Uncertainty-Based Smooth Policy Regularisation for Reinforcement Learning with Few Demonstrations
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1402
Synthesize Privacy-Preserving High-Resolution Images via Private Textual Intermediaries
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3107
Convergence Theorems for Entropy-Regularized and Distributional Reinforcement Learning
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3503
When Thinking Fails: The Pitfalls of Reasoning for Instruction-Following in LLMs
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5005
OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4809
Seeing the Wind from a Falling Leaf
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1516
TGA: True-to-Geometry Avatar Dynamic Reconstruction
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1308
OpenUnlearning: Accelerating LLM Unlearning via Unified Benchmarking of Methods and Metrics
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1312
Differential Privacy on Fully Dynamic Streams
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1401
Adversarial Paraphrasing: A Universal Attack for Humanizing AI-Generated Text
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2306
Abstain Mask Retain Core: Time Series Prediction by Adaptive Masking Loss with Representation Consistency
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1712
Statistically Valid Post-Deployment Monitoring Should Be Standard for AI-Based Digital Health
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4407
PLD: A Choice-Theoretic List-Wise Knowledge Distillation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4509
Neighborhood Self-Dissimilarity Attention for Medical Image Segmentation
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #703
How to Learn a Star: Binary Classification with Starshaped Polyhedral Sets
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2707
Towards a Geometric Understanding of Tensor Learning via the t-Product
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2608
TrajMamba: An Efficient and Semantic-rich Vehicle Trajectory Pre-training Model
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4017
OmniSync: Towards Universal Lip Synchronization via Diffusion Transformers
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #409
Gymnasium: A Standard Interface for Reinforcement Learning Environments
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4909
Reinforcement Learning with Backtracking Feedback
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #200
Audio Super-Resolution with Latent Bridge Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4419
FastVID: Dynamic Density Pruning for Fast Video Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1802
SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #310
Angles Don’t Lie: Unlocking Training‑Efficient RL Through the Model’s Own Signals
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #716
Corporate Needs You to Find the Difference: Revisiting Submodular and Supermodular Ratio Optimization Problems
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1004
On Optimal Steering to Achieve Exact Fairness
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2201
ChatVLA-2: Vision-Language-Action Model with Open-World Reasoning
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1703
Fast MRI for All: Bridging Access Gaps by Training without Raw Data
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2208
Flow Matching-Based Autonomous Driving Planning with Advanced Interactive Behavior Modeling
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2402
TimeEmb: A Lightweight Static-Dynamic Disentanglement Framework for Time Series Forecasting
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2806
Preference-Based Dynamic Ranking Structure Recognition
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2912
No-Regret Online Autobidding Algorithms in First-price Auctions
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5001
Deciphering the Extremes: A Novel Approach for Pathological Long-tailed Recognition in Scientific Discovery
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1500
MACS: Multi-Agent Reinforcement Learning for Optimization of Crystal Structures
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Poster]
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OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3513
KVzip: Query-Agnostic KV Cache Compression with Context Reconstruction
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2804
AnaCP: Toward Upper-Bound Continual Learning via Analytic Contrastive Projection
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #802
Hierachical Balance Packing: Towards Efficient Supervised Fine-tuning for Long-Context LLM
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3700
On Universality Classes of Equivariant Networks
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Poster]
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OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2901
An Optimized Franz-Parisi Criterion and its Equivalence with SQ Lower Bounds
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1908
Absolute Zero: Reinforced Self-play Reasoning with Zero Data
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2414
High-Performance Arithmetic Circuit Optimization via Differentiable Architecture Search
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #102
TreeSynth: Synthesizing Diverse Data from Scratch via Tree-Guided Subspace Partitioning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4714
Robust Ego-Exo Correspondence with Long-Term Memory
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3516
RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3917
Neural Thermodynamics: Entropic Forces in Deep and Universal Representation Learning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2916
Cooperative Bargaining Games Without Utilities: Mediated Solutions from Direction Oracles
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2203
ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4807
The Fragile Truth of Saliency: Improving LLM Input Attribution via Attention Bias Optimization
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5208
Multi-Modal Interactive Agent Layer for Few-Shot Universal Cross-Domain Retrieval and Beyond
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4814
FastJAM: a Fast Joint Alignment Model for Images
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3908
AuroRA: Breaking Low-Rank Bottleneck of LoRA with Nonlinear Mapping
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2212
Towards Reliable Code-as-Policies: A Neuro-Symbolic Framework for Embodied Task Planning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2105
Sparse Diffusion Autoencoder for Test-time Adapting Prediction of Complex Systems
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Diversity Is All You Need for Contrastive Learning: Spectral Bounds on Gradient Magnitudes
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2915
Stackelberg Learning with Outcome-based Payment
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #210
Oryx: a Scalable Sequence Model for Many-Agent Coordination in Offline MARL
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4815
Rethinking Nighttime Image Deraining via Learnable Color Space Transformation
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5201
MOF-BFN: Metal-Organic Frameworks Structure Prediction via Bayesian Flow Networks
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #807
StarTrail: Concentric Ring Sequence Parallelism for Efficient Near-Infinite-Context Transformer Model Training
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4008
Learning to Focus: Causal Attention Distillation via Gradient‐Guided Token Pruning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #204
Track3R: Joint Point Map and Trajectory Prior for Spatiotemporal 3D Understanding
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #715
Speculate Deep and Accurate: Lossless and Training-Free Acceleration for Offloaded LLMs via Substitute Speculative Decoding
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #316
Memo: Training Memory-Efficient Embodied Agents with Reinforcement Learning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #608
Parallelizing MCMC Across the Sequence Length
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4904
Short-length Adversarial Training Helps LLMs Defend Long-length Jailbreak Attacks: Theoretical and Empirical Evidence
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1003
A Principled Approach to Randomized Selection under Uncertainty: Applications to Peer Review and Grant Funding
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4005
Robust Hyperbolic Learning with Curvature-Aware Optimization
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4712
FineRS: Fine-grained Reasoning and Segmentation of Small Objects with Reinforcement Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4613
Automated Model Discovery via Multi-modal & Multi-step Pipeline
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 40
YEAST: Yet Another Sequential Test
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3819
The Computational Advantage of Depth in Learning High-Dimensional Hierarchical Targets
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1507
A Markov Decision Process for Variable Selection in Branch & Bound
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3808
Learning Robust Vision-Language Models from Natural Latent Spaces
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3616
Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1709
AneuG-Flow: A Large-Scale Synthetic Dataset of Diverse Intracranial Aneurysm Geometries and Hemodynamics
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1604
Progressive Inference-Time Annealing of Diffusion Models for Sampling from Boltzmann Densities
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2813
When Does Curriculum Learning Help? A Theoretical Perspective
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3203
\(\varepsilon\)-Optimally Solving Two-Player Zero-Sum POSGs
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #710
Treatment Effect Estimation for Optimal Decision-Making
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #506
Learning to Reason under Off-Policy Guidance
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #609
Reasoning is Periodicity? Improving Large Language Models Through Effective Periodicity Modeling
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4716
Towards Robust Pseudo-Label Learning in Semantic Segmentation: An Encoding Perspective
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
OCRBench v2: An Improved Benchmark for Evaluating Large Multimodal Models on Visual Text Localization and Reasoning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4609
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2404
TiRex: Zero-Shot Forecasting Across Long and Short Horizons with Enhanced In-Context Learning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #805
Transforming Gaps into Gains: Bridging Model and Data Heterogeneity in Federated Learning via Knowledge Weak-Aware Zones
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #604
Uncertainty Quantification with the Empirical Neural Tangent Kernel
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1905
Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
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Slides]
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Poster]
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Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #314
OpenHOI: Open-World Hand-Object Interaction Synthesis with Multimodal Large Language Model
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3716
AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Cognitive Predictive Processing: A Human-inspired Framework for Adaptive Exploration in Open-World Reinforcement Learning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5202
Text-Aware Real-World Image Super-Resolution via Diffusion Model with Joint Segmentation Decoders
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1105
Distributive Fairness in Large Language Models: Evaluating Alignment with Human Values
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1305
SECA: Semantically Equivalent and Coherent Attacks for Eliciting LLM Hallucinations
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5011
FPSAttention: Training-Aware FP8 and Sparsity Co-Design for Fast Video Diffusion
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Poster]
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OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3916
On Linear Mode Connectivity of Mixture-of-Experts Architectures
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #508
Critical Batch Size Revisited: A Simple Empirical Approach to Large-Batch Language Model Training
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1600
ForceFM: Enhancing Protein-Ligand Predictions through Force-Guided Flow Matching
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #101
Datasets, Documents, and Repetitions: The Practicalities of Unequal Data Quality
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #803
Predictability Enables Parallelization of Nonlinear State Space Models
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Slides]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4617
QSVD: Efficient Low-rank Approximation for Unified Query-Key-Value Weight Compression in Low-Precision Vision-Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3905
Optimal Control for Transformer Architectures: Enhancing Generalization, Robustness and Efficiency
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1204
RUAGO: Effective and Practical Retain-Free Unlearning via Adversarial Attack and OOD Generator
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3305
Towards Multi-Table Learning: A Novel Paradigm for Complementarity Quantification and Integration
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4311
MaterialRefGS: Reflective Gaussian Splatting with Multi-view Consistent Material Inference
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4415
RSCC: A Large-Scale Remote Sensing Change Caption Dataset for Disaster Events
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Linguini: A benchmark for language-agnostic linguistic reasoning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2504
Coloring Learning for Heterophilic Graph Representation
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5317
Structured Sparse Transition Matrices to Enable State Tracking in State-Space Models
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2412
PLMTrajRec: A Scalable and Generalizable Trajectory Recovery Method with Pre-trained Language Models
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3915
Shortcut Features as Top Eigenfunctions of NTK: A Linear Neural Network Case and More
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3509
Twilight: Adaptive Attention Sparsity with Hierarchical Top-$p$ Pruning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1708
Cancer Survival Analysis via Zero-shot Tumor Microenvironment Segmentation on Low-resolution Whole Slide Pathology Images
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4708
MLEP: Multi-granularity Local Entropy Patterns for Generalized AI-generated Image Detection
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Poster]
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OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3701
Learning (Approximately) Equivariant Networks via Constrained Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3000
Incentive-Aware Dynamic Resource Allocation under Long-Term Cost Constraints
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2006
POCO: Scalable Neural Forecasting through Population Conditioning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1108
A Multi-Task Benchmark for Abusive Language Detection in Low-Resource Settings
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1711
GeoDynamics: A Geometric State‑Space Neural Network for Understanding Brain Dynamics on Riemannian Manifolds
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #502
Trust Region Constrained Measure Transport in Path Space for Stochastic Optimal Control and Inference
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3105
REINFORCE Converges to Optimal Policies with Any Learning Rate
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1614
Modeling Cell Dynamics and Interactions with Unbalanced Mean Field Schrödinger Bridge
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OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #809
ElasticMM: Efficient Multimodal LLMs Serving with Elastic Multimodal Parallelism
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2204
Failure Prediction at Runtime for Generative Robot Policies
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4305
TAPIP3D: Tracking Any Point in Persistent 3D Geometry
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3614
Towards Understanding the Mechanisms of Classifier-Free Guidance
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3318
Dynamic Diameter in High-Dimensions against Adaptive Adversary and Beyond
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4001
DISCO: Disentangled Communication Steering for Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #303
SEEA-R1: Tree-Structured Reinforcement Fine-Tuning for Self-Evolving Embodied Agents
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #709
Sparse Polyak: an adaptive step size rule for high-dimensional M-estimation
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #312
Normalizing Flows are Capable Models for Continuous Control
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2415
VADTree: Explainable Training-Free Video Anomaly Detection via Hierarchical Granularity-Aware Tree
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2416
STRATUS: A Multi-agent System for Autonomous Reliability Engineering of Modern Clouds
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2605
LocDiff: Identifying Locations on Earth by Diffusing in the Hilbert Space
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3408
Curvature Tuning: Provable Training-free Model Steering From a Single Parameter
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3813
ReservoirTTA: Prolonged Test-time Adaptation for Evolving and Recurring Domains
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3103
When Lower-Order Terms Dominate: Adaptive Expert Algorithms for Heavy-Tailed Losses
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4519
VLM in a flash: I/O-Efficient Sparsification of Vision-Language Model via Neuron Chunking
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2104
Discovering Symbolic Partial Differential Equation by Abductive Learning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1616
Multimodal 3D Genome Pre-training
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2411
Enhancing Time Series Forecasting through Selective Representation Spaces: A Patch Perspective
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2011
Mechanistic Interpretability of RNNs emulating Hidden Markov Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2714
Gated Integration of Low-Rank Adaptation for Continual Learning of Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #806
Towards Straggler-Resilient Split Federated Learning: An Unbalanced Update Approach
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4206
VTON-VLLM: Aligning Virtual Try-On Models with Human Preferences
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5211
ShapeLLM-Omni: A Native Multimodal LLM for 3D Generation and Understanding
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3010
Geometry Meets Incentives: Sample-Efficient Incentivized Exploration with Linear Contexts
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1006
GraSS: Scalable Data Attribution with Gradient Sparsification and Sparse Projection
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3613
Think-RM: Enabling Long-Horizon Reasoning in Generative Reward Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1409
What Does It Take to Build a Performant Selective Classifier?
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3506
On the Role of Hidden States of Modern Hopfield Network in Transformer
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Slides]
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1715
Omni-DNA: A Genomic Model Supporting Sequence Understanding, Long-context, and Textual Annotation
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4600
Seeing Sound, Hearing Sight: Uncovering Modality Bias and Conflict of AI models in Sound Localization
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3713
EVODiff: Entropy-aware Variance Optimized Diffusion Inference
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3202
FraPPE: Fast and Efficient Preference-Based Pure Exploration
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3404
Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1808
dKV-Cache: The Cache for Diffusion Language Models
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4007
LongMagpie: A Self-synthesis Method for Generating Large-scale Long-context Instructions
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4406
Temporal Smoothness-Aware Rate-Distortion Optimized 4D Gaussian Splatting
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4618
VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #612
Estimating Hitting Times Locally at Scale
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4619
Hallucination at a Glance: Controlled Visual Edits and Fine-Grained Multimodal Learning
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3604
LinEAS: End-to-end Learning of Activation Steering with a Distributional Loss
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #603
Covariate-moderated Empirical Bayes Matrix Factorization
[
Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4109
Luminance-Aware Statistical Quantization: Unsupervised Hierarchical Learning for Illumination Enhancement
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2913
Optimism Without Regularization: Constant Regret in Zero-Sum Games
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3711
NeuroPath: Neurobiology-Inspired Path Tracking and Reflection for Semantically Coherent Retrieval
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4512
The Dual Nature of Plasticity Loss in Deep Continual Learning: Dissection and Mitigation
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #601
FNOPE: Simulation-based inference on function spaces with Fourier Neural Operators
[
OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1314
MPCache: MPC-Friendly KV Cache Eviction for Efficient Private LLM Inference
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3710
CURE: Co-Evolving Coders and Unit Testers via Reinforcement Learning
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OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3414
RAG4GFM: Bridging Knowledge Gaps in Graph Foundation Models through Graph Retrieval Augmented Generation
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1713
Context-Aware Regularization with Markovian Integration for Attention-Based Nucleotide Analysis
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Slides]
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #505
Policy Compatible Skill Incremental Learning via Lazy Learning Interface
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3909
Attention with Trained Embeddings Provably Selects Important Tokens
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Slides]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2704
Generalizable Reasoning through Compositional Energy Minimization
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5309
PiKE: Adaptive Data Mixing for Large-Scale Multi-Task Learning Under Low Gradient Conflicts
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4416
VimoRAG: Video-based Retrieval-augmented 3D Motion Generation for Motion Language Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2807
Accelerated Evolving Set Processes for Local PageRank Computation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2514
Resolution of Simpson's paradox via the common cause principle
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
GraphKeeper: Graph Domain-Incremental Learning via Knowledge Disentanglement and Preservation
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1909
OSTAR: Optimized Statistical Text-classifier with Adversarial Resistance
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
EAReranker: Efficient Embedding Adequacy Assessment for Retrieval Augmented Generation
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 4
SPARTAN: A Sparse Transformer World Model Attending to What Matters
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #904
VideoRFT: Incentivizing Video Reasoning Capability in MLLMs via Reinforced Fine-Tuning
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1603
Consistent Sampling and Simulation: Molecular Dynamics with Energy-Based Diffusion Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2812
Provable Meta-Learning with Low-Rank Adaptations
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3800
Bridging Theory and Practice in Link Representation with Graph Neural Networks
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #700
Structure-Aware Cooperative Ensemble Evolutionary Optimization on Combinatorial Problems with Multimodal Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2500
Siegel Neural Networks
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #215
Trajectory Bellman Residual Minimization: A Simple Value-Based Method for LLM Reasoning
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1700
CoRe: Benchmarking LLMs’ Code Reasoning Capabilities through Static Analysis Tasks
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Slides]
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Poster]
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3002
Generalization Bounds for Kolmogorov-Arnold Networks (KANs) and Enhanced KANs with Lower Lipschitz Complexity
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3014
Online Learning of Pure States is as Hard as Mixed States
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4102
Free-Lunch Color-Texture Disentanglement for Stylized Image Generation
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3805
Graph Persistence goes Spectral
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4616
Struct2D: A Perception-Guided Framework for Spatial Reasoning in MLLMs
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #702
Generalization Guarantees for Learning Score-Based Branch-and-Cut Policies in Integer Programming
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2503
Beyond Node-Centric Modeling: Sketching Signed Networks with Simplicial Complexes
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1404
Unlearning-Aware Minimization
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #906
A geometric framework for momentum-based optimizers for low-rank training
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1815
Joint Design of Protein Surface and Backbone Using a Diffusion Bridge Model
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #403
Adv-SSL: Adversarial Self-Supervised Representation Learning with Theoretical Guarantees
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4011
LD-RoViS: Training-free Robust Video Steganography for Deterministic Latent Diffusion Model
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5315
Scaling Embedding Layers in Language Models
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Slides]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2509
Counterfactual Identifiability via Dynamic Optimal Transport
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3803
On Local Limits of Sparse Random Graphs: Color Convergence and the Refined Configuration Model
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4906
Value Gradient Guidance for Flow Matching Alignment
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2111
Neuro-Spectral Architectures for Causal Physics-Informed Networks
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4717
ViSpec: Accelerating Vision-Language Models with Vision-Aware Speculative Decoding
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Integral Imprecise Probability Metrics
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #415
Reinforcement Learning for Reasoning in Large Language Models with One Training Example
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Slides]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4405
Mesh-RFT: Enhancing Mesh Generation via Fine-grained Reinforcement Fine-Tuning
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4504
VLM-R³: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2801
Spectral Graph Coarsening Using Inner Product Preservation and the Grassmann Manifold
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5014
VQToken: Neural Discrete Token Representation Learning for Extreme Token Reduction in Video Large Language Models
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5012
Design-Based Bandits Under Network Interference: Trade-Off Between Regret and Statistical Inference
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 2
Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2615
Encouraging metric-aware diversity in contrastive representation space
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Poster]
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OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #701
Discovering Opinion Intervals from Conflicts in Signed Graphs
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #613
Solver-Informed RL: Grounding Large Language Models for Authentic Optimization Modeling
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5101
Activity Pruning for Efficient Spiking Neural Networks
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2312
TP-MDDN: Task-Preferenced Multi-Demand-Driven Navigation with Autonomous Decision-Making
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Poster]
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #901
Compress to Impress: Efficient LLM Adaptation Using a Single Gradient Step on 100 Samples
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Slides]
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Poster]
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2715
Domain Adaptive Hashing Retrieval via VLM Assisted Pseudo-Labeling and Dual Space Adaptation
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #116
From Flatland to Space: Teaching Vision-Language Models to Perceive and Reason in 3D
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1414
NEED: Cross-Subject and Cross-Task Generalization for Video and Image Reconstruction from EEG Signals
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #811
Subspace Networks: Scaling Decentralized Training with Communication-Efficient Model Parallelism
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OpenReview]
Oral Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3801
GnnXemplar: Exemplars to Explanations - Natural Language Rules for Global GNN Interpretability
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #714
Enforcing Hard Linear Constraints in Deep Learning Models with Decision Rules
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2401
Adaptive Time Encoding for Irregular Multivariate Time-Series Classification
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4318
HouseLayout3D: A Benchmark and Training-free Baseline for 3D Layout Estimation in the Wild
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3903
Hyperbolic Fine-Tuning for Large Language Models
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3904
Analyzing Fine-Grained Alignment and Enhancing Vision Understanding in Multimodal Language Models
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3110
Improved Regret Bounds for Linear Bandits with Heavy-Tailed Rewards
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3500
Encoder-Decoder Diffusion Language Models for Efficient Training and Inference
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1511
Retro-R1: LLM-based Agentic Retrosynthesis
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #511
DISC: Dynamic Decomposition Improves LLM Inference Scaling
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #214
Learning to Think: Information-Theoretic Reinforcement Fine-Tuning for LLMs
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OpenReview]
Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2710
ResearchCodeBench: Benchmarking LLMs on Implementing Novel Machine Learning Research Code
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2309
WaLRUS: Wavelets for Long range Representation Using State Space Methods
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2803
Keep It on a Leash: Controllable Pseudo-label Generation Towards Realistic Long-Tailed Semi-Supervised Learning
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2800
Optimal and Provable Calibration in High-Dimensional Binary Classification: Angular Calibration and Platt Scaling
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5004
MLLM-For3D: Adapting Multimodal Large Language Model for 3D Reasoning Segmentation
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #507
Faithful Dynamic Imitation Learning from Human Intervention with Dynamic Regret Minimization
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2001
Measuring and Controlling Solution Degeneracy across Task-Trained Recurrent Neural Networks
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4014
Advanced Sign Language Video Generation with Compressed and Quantized Multi-Condition Tokenization
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4003
Uni-LoRA: One Vector is All You Need
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Spotlight Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2506
On the Value of Cross-Modal Misalignment in Multimodal Representation Learning
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #5019
UGG-ReID: Uncertainty-Guided Graph Model for Multi-Modal Object Re-Identification
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4818
ST$^2$360D: Spatial-to-Temporal Consistency for Training-free 360 Monocular Depth Estimation
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #3015
Optimal Regret of Bandits under Differential Privacy
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4701
State Space Prompting via Gathering and Spreading Spatio-Temporal Information for Video Understanding
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1114
The Narrow Gate: Localized Image-Text Communication in Native Multimodal Models
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OpenReview]
Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4408
MLLM-ISU: The First-Ever Comprehensive Benchmark for Multimodal Large Language Models based Intrusion Scene Understanding
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1806
ParamMute: Suppressing Knowledge-Critical FFNs for Faithful Retrieval-Augmented Generation
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1007
The Rashomon Set Has It All: Analyzing Trustworthiness of Trees under Multiplicity
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #4908
Improving Progressive Generation with Decomposable Flow Matching
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2008
Bridging Critical Gaps in Convergent Learning: How Representational Alignment Evolves Across Layers, Training, and Distribution Shifts
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2308
OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed Domain
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2302
DBLoss: Decomposition-based Loss Function for Time Series Forecasting
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #2300
Many Minds, One Goal: Time Series Forecasting via Sub-task Specialization and Inter-agent Cooperation
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Poster
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E #1706
MoPFormer: Motion-Primitive Transformer for Wearable-Sensor Activity Recognition
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Poster Session
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Exhibit Hall C,D,E None
San Diego Poster Session 6
Poster Session
Fri Dec 05 04:30 PM -- 07:30 PM (PST) @ Don Alberto 4 None
Mexico City Poster Session 6
Town Hall
Fri Dec 05 07:00 PM -- 08:00 PM (PST) @ Upper Level Ballroom 20D None
Town Hall
Reception
Fri Dec 05 08:00 PM -- 09:30 PM (PST) @ Upper Level Sails Pavilion None
Closing Reception
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