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Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Scaling Goal-conditioned Reinforcement Learning with Multistep Quasimetric Distances
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
K-Sort Eval: Efficient Preference Evaluation for Visual Generation via Corrected VLM-as-a-Judge
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OpenReview]
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Measuring LLM Novelty As The Frontier Of Original And High-Quality Output
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Sequential Parallel Duality in Prefix Scannable Models
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
HiVid: LLM-Guided Video Saliency For Content-Aware VOD And Live Streaming
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Beyond Linear Processing: Dendritic Bilinear Integration in Spiking Neural Networks
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Breaking the Total Variance Barrier: Sharp Sample Complexity for Linear Heteroscedastic Bandits with Fixed Action Set
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Reconstruction Alignment Improves Unified Multimodal Models
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Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Intention-Conditioned Flow Occupancy Models
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Partition Generative Modeling: Masked Modeling Without Masks
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Adaptive Domain Shift in Diffusion Models for Cross-Modality Image Translation
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FMIP: Joint Continuous-Integer Flow For Mixed-Integer Linear Programming
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Erase or Hide? Suppressing Spurious Unlearning Neurons for Robust Unlearning
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Ensemble Prediction of Task Affinity for Efficient Multi-Task Learning
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Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Unlearning during Training: Domain-Specific Gradient Ascent for Domain Generalization
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
On the Limits of Sparse Autoencoders: A Theoretical Framework and Reweighted Remedy
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
When Reasoning Meets Compression: Understanding the Effects of LLMs Compression on Large Reasoning Models
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Fast and Stable Riemannian Metrics on SPD Manifolds via Cholesky Product Geometry
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Slides]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Diverse Text Decoding via Iterative Reweighting
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Use the Online Network If You Can: Towards Fast and Stable Reinforcement Learning
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ActiveCQ: Active Estimation of Causal Quantities
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Eliciting Numerical Predictive Distributions of LLMs Without Auto-Regression
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Householder-Diagonalized Linear Attention (HDLA): Utilizing Enhanced Decay Mechanism for Efficient Sequence Modeling
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Scalable Constant-Factor Approximation Algorithm for $W_p$ Optimal Transport
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Bridging Explainability and Embeddings: BEE Aware of Spuriousness
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
IVC-Prune: Revealing the Implicit Visual Coordinates in LVLMs for Vision Token Pruning
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
PatchRefiner V2: Fast and Lightweight Real-Domain High-Resolution Metric Depth Estimation
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Coupled Transformer Autoencoder for Disentangling Multi-Region Neural Latent Dynamics
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DIVA-GRPO: Enhancing Multimodal Reasoning through Difficulty-Adaptive Variant Advantage
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MULTIMODALITY AS SUPERVISION: SELF-SUPERVISED SPECIALIZATION TO THE TEST ENVIRONMENT VIA MULTIMODALITY
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Neural Theorem Proving for Verification Conditions: A Real-World Benchmark
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Online Decision-Focused Learning
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Counterfactual Structural Causal Bandits
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Prompt Curriculum Learning for Efficient LLM Post-Training
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MobileRL: Online Agentic Reinforcement Learning for Mobile GUI Agents
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Sysformer: Safeguarding Frozen Large Language Models with Adaptive System Prompts
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Master Skill Learning with Policy-Grounded Synergy of LLM-based Reward Shaping and Exploring
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Beyond Visual Reconstruction Quality: Object Perception-aware 3D Gaussian Splatting for Autonomous Driving
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Measuring Uncertainty Calibration
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Causality ≠ Invariance: Function vs Concept Vectors in LLMs
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Entering the Era of Discrete Diffusion Models: A Benchmark for Schrödinger Bridges and Entropic Optimal Transport
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Slides]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
RECON: Robust symmetry discovery via Explicit Canonical Orientation Normalization
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
How Base Frequency Shapes RoPE: An Analytical Study of Frequency-Band Formation
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Distributionally Robust Linear Regression with Block Lewis Weights
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Stable coresets: Unleashing the power of uniform sampling
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Slides]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CoEmoGen: Towards Semantically-Coherent and Scalable Emotional Image Content Generation
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Escaping Policy Contraction: Contraction-Aware PPO (CaPPO) for Stable Language Model Fine-Tuning
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Emotions Where Art Thou: Understanding and Characterizing the Emotional Latent Space of Large Language Models
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Algorithm Generation via Creative Ideation
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Slides]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Dimension-Free Minimax Rates for Learning Pairwise Interactions in Attention-Style Models
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Slides]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Diffusion and Flow-based Copulas: Forgetting and Remembering Dependencies
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Slides]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Discovering and Steering Interpretable Concepts in Large Generative Music Models
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CO3: CONTRASTING CONCEPTS COMPOSE BETTER
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OpenReview]
Blog Post Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
The 99% Success Paradox: When Near-Perfect Retrieval Equals Random Selection
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Doxing via the Lens: Revealing Location-related Privacy Leakage on Multi-modal Large Reasoning Models
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Asymmetric Synthetic Data Update for Domain Incremental Dataset Distillation
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Flatter Tokens are More Valuable for Speculative Draft Model Training
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OpenReview]
Blog Post Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Divide, Conquer, and Standardize — A Recursive Architecture for Multi-Agent Systems (MAS)
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Draw-In-Mind: Rebalancing Designer-Painter Roles in Unified Multimodal Models Benefits Image Editing
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Controlling Repetition in Protein Language Models
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Part-X-MLLM: Part-aware 3D Multimodal Large Language Model
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OpenReview]
Blog Post Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Model Misspecification in Simulation-Based Inference - Recent Advances and Open Challenges
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SSD-GS: Scattering and Shadow Decomposition for Relightable 3D Gaussian Splatting
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MoCa: Modeling Object Consistency for 3D Camera Control in Video Generation
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MATH-Beyond: A Benchmark for RL to Expand Beyond the Base Model
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
One-Step Video Restoration via Diffusion Adversarial Post-Training
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Slides]
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Robust Preference Optimization: Aligning Language Models with Noisy Preference Feedback
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Universal Model Routing for Efficient LLM Inference
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
An Information-Theoretic Parameter-Free Bayesian Framework for Probing Labeled Dependency Trees from Attention Score
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
T1: One-to-One Channel-Head Binding for Multivariate Time-Series Imputation
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ARTDECO: Toward High-Fidelity On-the-Fly Reconstruction with Hierarchical Gaussian Structure and Feed-Forward Guidance
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Safeguarding Multimodal Knowledge Copyright in the RAG-as-a-Service Environment
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Deep Learning with Learnable Product-Structured Activations
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Unifying View of Coverage in Linear Off-policy Evaluation
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
mCLM: A Modular Chemical Language Model that Generates Functional and Makeable Molecules
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AdPO: Enhancing the Adversarial Robustness of Large Vision-Language Models with Preference Optimization
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Implicit Sensing for Fourier Sparse Boolean Functions
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Multiverse Mechanica: A Testbed for Learning Game Mechanics via Counterfactual Worlds
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ViPRA: Video Prediction for Robot Actions
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Preventing Model Collapse Under Overparametrization: Optimal Mixing Ratios for Interpolation Learning and Ridge Regression
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
PASER: Post-Training Data Selection for Efficient Pruned Large Language Model Recovery
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Spatial CAPTCHA: Generatively Benchmarking Spatial Reasoning for Human-Machine Differentiation
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
From Static Benchmarks to Dynamic Protocol: Agent-Centric Text Anomaly Detection for Evaluating LLM Reasoning
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Slides]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Seq vs Seq: An Open Suite of Paired Encoders and Decoders
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Pre-training Limited Memory Language Models with Internal and External Knowledge
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Back to Square Roots: An Optimal Bound on the Matrix Factorization Error for Multi-Epoch Differentially Private SGD
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
The Hidden Lattice Geometry of LLMs
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Robust Equation Structure learning with Adaptive Refinement
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
JointAVBench: A Benchmark for Joint Audio-Visual Reasoning Evaluation
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Slides]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Shop-R1: Rewarding LLMs to Simulate Human Behavior in Online Shopping via Reinforcement Learning
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SpeechOp: Inference-Time Task Composition for Generative Speech Processing
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Any-Order Flexible Length Masked Diffusion
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Learning residue level protein dynamics with multiscale Gaussians
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
LLM2Fx-Tools: Tool Calling for Music Post-Production
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
LogicXGNN: Grounded Logical Rules for Explaining Graph Neural Networks
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FedMC: Federated Manifold Calibration
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Towards Faithful Reasoning in Remote Sensing: A Perceptually-Grounded GeoSpatial Chain-of-Thought for Vision-Language Models
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Shoot First, Ask Questions Later? Building Rational Agents that Explore and Act Like People
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Scaling Laws and Spectra of Shallow Neural Networks in the Feature Learning Regime
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Reliability-Adjusted Prioritized Experience Replay
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Slides]
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OpenReview]
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Tequila: Deadzone-free Ternary Quantization for Large Language Models
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SAGA: Structural Aggregation Guided Alignment with Dynamic View and Neighborhood Order Selection for Multiview Graph Domain Adaptation
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Rich Knowledge Space for Scalable Deepfake Detection
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
When a Robot is More Capable than a Human: Learning from Constrained Demonstrators
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Reconstruct Anything Model a lightweight foundation model for computational imaging
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AUHead: Realistic Emotional Talking Head Generation via Action Units Control
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Predictive Differential Training Guided by Training Dynamics
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Slides]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SpatialViz-Bench: A Cognitively-Grounded Benchmark for Diagnosing Spatial Visualization in MLLMs
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Sparse Attention Adaptation for Long Reasoning
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
TimeSeg: An Information-Theoretic Segment-Wise Explainer for Time-Series Predictions
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OpenReview]
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Study on PAVE Specification for Learnware
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AdaViewPlanner: Adapting Video Diffusion Models for Viewpoint Planning in 4D Scenes
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Propaganda AI: An Analysis of Semantic Divergence in Large Language Models
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Mitigating Privacy Risk via Forget Set-Free Unlearning
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Gelato: Graph Edit Distance via Autoregressive Neural Combinatorial Optimization
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
When Priors Backfire: On the Vulnerability of Unlearnable Examples to Pretraining
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OpenReview]
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CASteer: Cross-Attention Steering for Controllable Concept Erasure
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
From Pixels to Words -- Towards Native Vision-Language Primitives at Scale
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
GoR: A Unified and Extensible Generative Framework for Ordinal Regression
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OpenReview]
Blog Post Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Don't Look Up (Every Token): Escaping Quadratic Complexity via Geometric Patterns and Algorithms
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
BED-LLM: Intelligent Information Gathering with LLMs and Bayesian Experimental Design
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
WavefrontDiffusion: Dynamic Decoding Schedule for Improved Reasoning
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Poster]
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OpenReview]
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AgentFold: Long-Horizon Web Agents with Proactive Context Folding
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
From Fields to Random Trees
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OpenReview]
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Don't Shift the Trigger: Robust Gradient Ascent for Backdoor Unlearning
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Softmax Transformers are Turing-Complete
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
BRIDGE: Bi-level Reinforcement Learning for Dynamic Group Structure in Coalition Formation Games
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
The Matthew Effect of AI Programming Assistants: A Hidden Bias in Software Evolution
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Self-Augmented Visual Contrastive Decoding
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Prior-based Noisy Text Data Filtering: Fast and Strong Alternative For Perplexity
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Fair Bayesian Inference through Matched Gibbs Posterior
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OpenReview]
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration
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OpenReview]
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
WearVox: An Egocentric Multichannel Voice Assistant Benchmark for Wearables
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
H2OFlow: Grounding Human-Object Affordances with 3D Generative Models and Dense Diffused Flows
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Astra: General Interactive World Model with Autoregressive Denoising
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
IceCache: Memory-Efficient KV-cache Management for Long-Sequence LLMs
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Evoking User Memory: Personalizing LLM via Recollection-Familiarity Adaptive Retrieval
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OpenReview]
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
VADv2: End-to-End Autonomous Driving via Probabilistic Planning
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
From Seeing to Experiencing: Scaling Navigation Foundation Models with Reinforcement Learning
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Unbalanced Soft-Matching Distance For Neural Representational Comparison With Partial Unit Correspondence
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
GPT4Scene: Understand 3D Scenes from Videos with Vision-Language Models
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Learning Collective Variables from BioEmu with Time-Lagged Generation
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Reshaping Reasoning in LLMs: A Theoretical Analysis of RL Training Dynamics through Pattern Selection
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Any-Depth Alignment: Unlocking Innate Safety Alignment of LLMs to Any-Depth
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Optimal Sparsity of Mixture-of-Experts Language Models for Reasoning Tasks
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Dataset Distillation as Pushforward Optimal Quantization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Efficient Resource-Constrained Training of Vision Transformers via Subspace Optimization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
UrbanGraph: Physics-Informed Spatio-Temporal Dynamic Heterogeneous Graphs for Urban Microclimate Prediction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Query-Level Uncertainty in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Bridging Piano Transcription and Rendering via Disentangled Score Content and Style
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DragFlow: Unleashing DiT Priors with Region-Based Supervision for Drag Editing
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SimBench: Benchmarking the Ability of Large Language Models to Simulate Human Behaviors
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Doubly-Regressing Approach for Subgroup Fairness
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Improving Extreme Wind Prediction with Frequency-Informed Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
From Sorting Algorithms to Scalable Kernels: Bayesian Optimization in High-Dimensional Permutation Spaces
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
RefAny3D: 3D Asset-Referenced Diffusion Models for Image Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MAGE: Multi-scale Autoregressive Generation for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Robust Optimization for Mitigating Reward Hacking with Correlated Proxies
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Scalable Multilingual Multimodal Machine Translation with Speech-Text Fusion
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Fast-dLLM v2: Efficient Block-Diffusion LLM
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Mobile-GS: Real-time Gaussian Splatting for Mobile Devices
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
From Pixels to Semantics: Unified Facial Action Representation Learning for Micro-Expression Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ParoQuant: Pairwise Rotation Quantization for Efficient Reasoning LLM Inference
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Specialization after Generalization: Towards Understanding Test-Time Training in Foundation Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
JailNewsBench: Multi-Lingual and Regional Benchmark for Fake News Generation under Jailbreak Attacks
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Multi-Feature Quantized Self-Attention for Fair Large Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Asynchronous Denoising Diffusion Models for Aligning Text-to-Image Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Local Success Does Not Compose: Benchmarking Large Language Models for Compositional Formal Verification
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Anime-Ready: Controllable 3D Anime Character Generation with Body-Aligned Component-Wise Garment Modeling
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MVR: Multi-view Video Reward Shaping for Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FAPO: Flawed-Aware Policy Optimization for Efficient and Reliable Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
On Coreset for LASSO Regression Problem with Sensitivity Sampling
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Wiki-R1: Incentivizing Multimodal Reasoning for Knowledge-based VQA via Data and Sampling Curriculum
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Mitigating Spurious Correlation via Distributionally Robust Learning with Hierarchical Ambiguity Sets
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
VideoMind: A Chain-of-LoRA Agent for Temporal-Grounded Video Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SpatialLadder: Progressive Training for Spatial Reasoning in Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Multi-Agent Debate with Memory Masking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Expressiveness of Multi-Neuron Convex Relaxations in Neural Network Certification
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Automatic Stage Lighting Control: Is it a Rule-Driven Process or Generative Task?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
RedSage: A Cybersecurity Generalist LLM
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Dual Language Models: Balancing sample-efficiency and overfitting resilience
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AgentGym-RL: An Open-Source Framework to Train LLM Agents for Long-Horizon Decision Making via Multi-Turn RL
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Don't Forget Its Variance! The Minimum Path Variance Principle for Accurate and Stable Score-Based Density Ratio Estimation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
What's the plan? Metrics for implicit planning in LLMs and their application to rhyme generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Parameterization-Based Dataset Distillation of 3D Point Clouds through Learnable Shape Morphing
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Evaluating Cross-Modal Reasoning Ability and Problem Charactaristics with Multimodal Item Response Theory
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
TrojanTO: Action-Level Backdoor Attacks Against Trajectory Optimization Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Output Supervision Can Obfuscate the Chain of Thought
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CogniLoad: A Synthetic Natural Language Reasoning Benchmark With Tunable Length, Intrinsic Difficulty, and Distractor Density
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Revisiting Weight Regularization for Low-Rank Continual Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Extending Sequence Length is Not All You Need: Effective Integration of Multimodal Signals for Gene Expression Prediction
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
WebWatcher: Breaking New Frontiers of Vision-Language Deep Research Agent
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MolEditRL: Structure-Preserving Molecular Editing via Discrete Diffusion and Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Shuffling the Data, Extrapolating the Step: Sharper Bias In Constant Step-Size SGD
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Understanding and Improving Length Generalization in Hierarchical Sparse Attention Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Federated ADMM from Bayesian Duality
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Light Differentiable Logic Gate Networks
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Bounds of Chain-of-Thought Robustness: Reasoning Steps, Embed Norms, and Beyond
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
On the Ability of Deep Networks to Learn Symmetries from Data – A Neural Kernel Theory
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Preserve and Personalize: Personalized Text-to-Image Diffusion Models without Distributional Drift
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SafeMPO: Constrained Reinforcement Learning with Probabilistic Incremental Improvement
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MotionGPT3: Human Motion as a Second Modality
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
TTOM: Test-Time Optimization and Memorization for Compositional Video Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
VINCIE: Unlocking In-context Image Editing from Video
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Cite Pretrain: Retrieval-Free Knowledge Attribution for Large Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FilMaster: Bridging Cinematic Principles and Generative AI for Automated Film Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SCoT: Teaching 3D-LLMs to Think Spatially with Million-scale CoT Annotations
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AlphaSteer: Learning Refusal Steering with Principled Null-Space Constraint
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Sparse Imagination for Efficient Visual World Model Planning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Reinforcement Learning from Dynamic Critic Feedback for Free-Form Generations
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Improving Block-Wise LLM Quantization by 4-bit Block-Wise Optimal Float (BOF4): Analysis and Variations
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Point-MoE: Large-Scale Multi-Dataset Training with Mixture-of-Experts for 3D Semantic Segmentation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
KGOT: Unified Knowledge Graph and Optimal Transport Pseudo-Labeling for Molecule-Protein Interaction Prediction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Parallel Multimodal Diffusion Language Models for Thinking-Aware Editing and Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Learned Meta-Tokens for Language Modeling
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Closing the Gap Between Text and Speech Understanding in LLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Jailbreaking on Text-to-Video Models via Scene Splitting Strategy
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
EgoDex: Learning Dexterous Manipulation from Large-Scale Egocentric Video
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SciTS: Scientific Time Series Understanding and Generation with LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
VoG: Enhancing LLM Reasoning through Stepwise Verification on Knowledge Graphs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
InftyThink: Breaking the Length Limits of Long-Context Reasoning in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ResWorld: Temporal Residual World Model for End-to-End Autonomous Driving
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Thicker and Quicker: The Jumbo Token for Fast Plain Vision Transformers
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Embodied Navigation Foundation Model
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Fast and Interpretable Protein Substructure Alignment via Optimal Transport
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FASTer: Toward Powerful and Efficient Autoregressive Vision–Language–Action Models with Learnable Action Tokenizer and Block-wise Decoding
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Clipped Gradient Methods for Nonsmooth Convex Optimization under Heavy-Tailed Noise: A Refined Analysis
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FragFM: Hierarchical Framework for Efficient Molecule Generation via Fragment-Level Discrete Flow Matching
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Scaling Up, Speeding Up: A Benchmark of Speculative Decoding for Efficient LLM Test-Time Scaling
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MLE-Smith: Scaling MLE Tasks with Automated Multi-agent Pipeline
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Learning Global Hypothesis Space for Enhancing Synergistic Reasoning Chain
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Seeing but Not Believing: Probing the Disconnect Between Visual Attention and Answer Correctness in VLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Visual Planning: Let's Think Only with Images
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
QueryStream: Advancing Streaming Video Understanding with Query-Aware Pruning and Proactive Response
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
EgoHandICL: Egocentric 3D Hand Reconstruction with In-Context Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DiffuDETR: Rethinking Detection Transformers with Diffusion Process
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Text summarization via global structure awareness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Continual Low-Rank Adapters for LLM-based Generative Recommender Systems
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Incomplete Multi-View Multi-Label Classification via Shared Codebook and Fused-Teacher Self-Distillation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Adaptive Thinking: Large Language Models Know When to Think in Latent Space
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Robustness of Probabilistic Models to Low-Quality Data: A Multi-Perspective Analysis
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Learning Hierarchical and Geometry-Aware Graph Representations for Text-to-CAD
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
The Alignment Auditor: A Bayesian Framework for Verifying and Refining LLM Objectives
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Mirage or Method? How Model–Task Alignment Induces Divergent RL Conclusions
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Once-More: Continuous Self-Correction for Large Language Models via Perplexity-Guided Intervention
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
OFMU: OPTIMIZATION-DRIVEN FRAMEWORK FOR MACHINE UNLEARNING
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
PerFit: Exploring Personalization Shifts in Representation Space of LLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Urban Socio-Semantic Segmentation with Vision-Language Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SPECS: Decoupling Multimodal Learning via Self-distilled Preference-based Cold Start
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
P2P: Automated Paper-to-Poster Generation and Fine-Grained Benchmark
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
VibeVoice: Expressive Podcast Generation with Next-Token Diffusion
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CAPSUL: A Comprehensive Human Protein Benchmark for Subcellular Localization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Instance-Dependent Fixed-Budget Pure Exploration in Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SIM-CoT: Supervised Implicit Chain-of-Thought
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Hilbert-Guided Sparse Local Attention
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
QKV Projections Require a Fraction of Their Memory
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Math Blind: Failures in Diagram Understanding Undermine Reasoning in MLLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Stop Unnecessary Reflection: Training LRMs for Efficient Reasoning with Adaptive Reflection and Length Coordinated Penalty
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Enhancing Instruction Following of LLMs via Activation Steering with Dynamic Rejection
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
OmniEVA: Embodied Versatile Planner via Task-Adaptive 3D-Grounded and Embodiment-aware Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Robustness in the Face of Partial Identifiability in Reward Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
TS$^2$: Training with Sparsemax+, Testing with Softmax for Accurate and Diverse LLM Fine-Tuning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AMiD: Knowledge Distillation for LLMs with $\alpha$-mixture Assistant Distribution
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Attributing Response to Context: A Jensen–Shannon Divergence Driven Mechanistic Study of Context Attribution in Retrieval-Augmented Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Assembling the Mind's Mosaic: Towards EEG Semantic Intent Decoding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
From Spatial to Actions: Grounding Vision-Language-Action Model in Spatial Foundation Priors
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SIGMark: Scalable In-Generation Watermark with Blind Extraction for Video Diffusion
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
APC-RL: Exceeding data-driven behavior priors with adaptive policy composition
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Efficient and Sharp Off-Policy Learning under Unobserved Confounding
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Exploring Knowledge Purification in Multi-Teacher Knowledge Distillation for LLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Rethinking Consistent Multi-Label Classification under Inexact Supervision
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Numerion: A Multi-Hypercomplex Model for Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Understanding and Improving Continuous LLM Adversarial Training via In-context Learning Theory
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Discrete Diffusion for Bundle Construction
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Sampling Complexity of TD and PPO in RKHS
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MoMa: A Simple Modular Learning Framework for Material Property Prediction
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
There and Back Again: On the relation between Noise and Image Inversions in Diffusion Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
P3D: Highly Scalable 3D Neural Surrogates for Physics Simulations with Global Context
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Deep SPI: Safe Policy Improvement via World Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DVD-Quant: Data-free Video Diffusion Transformers Quantization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ConsisDrive: Identity-Preserving Driving World Models for Video Generation by Instance Mask
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
reAR: Rethinking Visual Autoregressive Models via Token-wise Consistency Regularization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Safety Subspaces are Not Linearly Distinct: A Fine-Tuning Case Study
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Frayed RoPE and Long Inputs: A Geometric Perspective
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
VUDG: A Dataset for Video Understanding Domain Generalization
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Flowing Through States: Neural ODE Regularization for Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Spectral-guided Physical Dynamics Distillation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Programming with Pixels: Can Computer-Use Agents do Software Engineering?
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AQuA: Toward Strategic Response Generation for Ambiguous Visual Questions
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Defending Against Unknown Corrupted Agents: Reinforcement Learning of Adversarially Robust Nash Equilibria
[
Poster]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Dual Distillation for Few-Shot Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Pushing on Multilingual Reasoning Models with Language-Mixed Chain-of-Thought
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Measure Twice, Cut Once: A Semantic-Oriented Approach to Video Temporal Localization with Video LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Zero-Sacrifice Lifelong Adversarial Defense for Pre-Trained Encoders
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
RelayFormer: A Unified Local-Global Attention Framework for Scalable Image and Video Manipulation Localization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Simplex Constrained Sparse Optimization via Tail Screening
[
JMLR]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MoE-GS: Mixture of Experts for Dynamic Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Don't Just Fine-tune the Agent, Tune the Environment
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Escaping the Homophily Trap: A Threshold-free Graph Outlier Detection Framework via Clustering-guided Edge Reweighting
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
UIS-Digger: Towards Comprehensive Research Agent Systems for Real-world Unindexed Information Seeking
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ATEX-CF: Attack-Informed Counterfactual Explanations for Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
EmoPrefer: Can Large Language Models Understand Human Emotion Preferences?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Saddle-to-Saddle Dynamics Explains A Simplicity Bias Across Architectures
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Tricks or Traps? A Deep Dive into RL for LLM Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
TRACEDET: HALLUCINATION DETECTION FROM THE DECODING TRACE OF DIFFUSION LARGE LANGUAGE MODELS
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MAPSS: Manifold-based Assessment of Perceptual Source Separation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Inconsistency Biases in Dynamic Data Pruning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Towards Sustainable Investment Policies Informed by Opponent Shaping
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Lookahead Tree-Based Rollouts for Enhanced Trajectory-Level Exploration in Reinforcement Learning with Verifiable Rewards
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
BioBO: Biology-informed Bayesian Optimization for Perturbation Design
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
TSPulse: Tiny Pre-Trained Models with Disentangled Representations for Rapid Time-Series Analysis
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Direct Reward Fine-Tuning on Poses for Single Image to 3D Human in the Wild
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Beyond Aggregation: Guiding Clients in Heterogeneous Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DELTA-Code: How RL Unlocks and Transfers New Programming Algorithms in LLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CSRv2: Unlocking Ultra-Sparse Embeddings
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ToolTree: Efficient LLM Tool Planning via Dual-Feedback Monte Carlo Tree Search and Bidirectional Pruning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Spiking Discrepancy Transformer for Point Cloud Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Adaptive Rollout Allocation for Online Reinforcement Learning with Verifiable Rewards
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
IA2: Alignment with ICL Activations improves Supervised Fine-Tuning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Exploring State-Space Models for Data-Specific Neural Representations
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Reversible Primitive–Composition Alignment for Continual Vision–Language Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Meta-UCF: Unified Task-Conditioned LoRA Generation for Continual Learning in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Dual Optimistic Ascent (PI Control) is the Augmented Lagrangian Method in Disguise
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
PathChat-SegR1: Reasoning Segmentation in Pathology via SO-GRPO
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Interp3D: Correspondence-aware Interpolation for Generative Textured 3D Morphing
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Can You Hear Me Now? A Benchmark for Long-Range Graph Propagation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
LiFR-Seg: Anytime High-Frame-Rate Segmentation via Event-Guided Propagation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
From Prediction to Perfection: Introducing Refinement to Autoregressive Image Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CodeBrain: Towards Decoupled Interpretability and Multi-Scale Architecture for EEG Foundation Model
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MergePRAG: Orthogonal Merging of Passage-experts for Multi-hop Parametric RAG
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Efficient Reinforcement Learning by Guiding World Models with Non-Curated Data
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Zeros can be Informative: Masked Binary U-Net for Image Segmentation on Tensor Cores
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CFT-RAG: An Entity Tree Based Retrieval Augmented Generation Algorithm With Cuckoo Filter
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MASS: MoErging through Adaptive Subspace Selection
[
OpenReview]
Blog Post Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Why AI Evaluations Need Error Bars
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Improving Black-Box Generative Attacks via Generator Semantic Consistency
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Refine Now, Query Fast: A Decoupled Refinement Paradigm for Implicit Neural Fields
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
PINFDiT: Energy-Based Physics-Informed Diffusion Transformers for General-purpose Time Series Tasks
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Learning to Generate Stylized Handwritten Text via a Unified Representation of Style, Content, and Noise
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
BindWeave: Subject-Consistent Video Generation via Cross-Modal Integration
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Two-Layer Convolutional Autoencoders Trained on Normal Data Provably Detect Unseen Anomalies
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Learning to Reason via Mixture-of-Thought for Logical Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Adaptive Social Learning via Mode Policy Optimization for Language Agents
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MeanCache: From Instantaneous to Average Velocity for Accelerating Flow Matching Inference
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ADM-v2: Pursuing Full-Horizon Roll-out in Dynamics Models for Offline Policy Learning and Evaluation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Uni-X: Mitigating Modality Conflict with a Two-End-Separated Architecture for Unified Multimodal Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Graph-Theoretic Intrinsic Reward: Guiding RL with Effective Resistance
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MotionSight: Boosting Fine-Grained Motion Understanding in Multimodal LLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Pretraining with Re-parametrized Self-Attention: Unlocking Generalizationin SNN-Based Neural Decoding Across Time, Brains, and Tasks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MC-Search: Evaluating and Enhancing Multimodal Agentic Search with Structured Long Reasoning Chains
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Near-Optimal Online Deployment and Routing for Streaming LLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
From Five Dimensions to Many: Large Language Models as Precise and Interpretable Psychological Profilers
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
``Noisier'’ Noise Contrastive Estimation is (Almost) Maximum Likelihood
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MotionWeaver: Holistic 4D-Anchored Framework for Multi-Humanoid Image Animation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Aurelius: Relation Aware Text-to-Audio Generation At Scale
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FLARE: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Fine-tuning Behavioral Cloning Policies with Preference‑Based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Information-based Value Iteration Networks for Decision Making Under Uncertainty
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Toward Efficient Exploration by Large Language Model Agents
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Purifying Generative LLMs from Backdoors without Prior Knowledge or Clean Reference
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
OptMerge: Unifying Multimodal LLM Capabilities and Modalities via Model Merging
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Exploratory Causal Inference in SAEnce
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
TRIM: Hybrid Inference via Targeted Stepwise Routing in Multi-Step Reasoning Tasks
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CR-Net: Scaling Parameter-Efficient Training with Cross-Layer Low-Rank Structure
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Beyond Softmax and Entropy: $f$-Regularized Policy Gradients with Coupled Parametrizations
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Personalized Collaborative Learning with Affinity-Based Variance Reduction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Towards One-step Causal Video Generation via Adversarial Self-Distillation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Learning linear state-space models with sparse system matrices
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Falcon: Fast Proximal Linearization of Normalized Cuts for Unsupervised Image Segmentation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Unlocking the Power of Co-Occurrence in CLIP: A DualPrompt-Driven Method for Training-Free Zero-Shot Multi-Label Classification
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Accelerating Inference for Multilayer Neural Networks with Quantum Computers
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ULD-Net: Enabling Ultra-Low-Degree Fully Polynomial Networks for Homomorphically Encrypted Inference
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Randomization Boosts KV Caching, Learning Balances Query Load: A Joint Perspective
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Balanced Neuro-Symbolic Approach for Commonsense Abductive Logic
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Buffer Matters: Unleashing the Power of Off-Policy Reinforcement Learning in Large Language Model Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
GoT-R1: Unleashing Reasoning Capability of Autoregressive Visual Generation with Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Co-occurring Associated REtained concepts in Diffusion Unlearning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
mR3: Multilingual Rubric-Agnostic Reward Reasoning Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Scenethesis: A Language and Vision Agentic Framework for 3D Scene Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Detecting Data Contamination in LLMs via In-Context Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Topology of Reasoning: Retrieved Cell Complex-Augmented Generation for Textual Graph Question Answering
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Video Unlearning via Low-Rank Refusal Vector
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Evaluating Language Models' Evaluations of Games
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Point-UQ: An Uncertainty-Quantification Paradigm for Point Cloud Few-Shot Class Incremental Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Welfarist Formulations for Diverse Similarity Search
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CatalystBench: A Comprehensive Multi-Task Benchmark for Advancing Language Models in Catalysis Science
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
VSF: Simple, Efficient, and Effective Negative Guidance in Few-Step Image Generation Models By Value Sign Flip
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Harnessing Temporal Databases for Systematic Evaluation of Factual Time-Sensitive Question-Answering in LLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ELMUR: External Layer Memory with Update/Rewrite for Long-Horizon RL
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Bound by semanticity: universal laws governing the generalization-identification tradeoff
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Demystifying Supervision Data Generalization in Multimodal LMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Rectified Decoupled Dataset Distillation: A Closer Look for Fair and Comprehensive Evaluation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ARMOR: Aligning Secure and Safe Large Language Models via Meticulous Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ConvRec-R1: Training LLM-based Conversational Recommender Systems with Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ReTabAD: A Benchmark for Restoring Semantic Context in Tabular Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
When Bias Helps Learning: Bridging Initial Prejudice and Trainability
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
UniOD: A Universal Model for Outlier Detection across Diverse Domains
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FlexHiNM-GP: Flexible Hierarchical Pruning via Region Allocation and Channel Permutation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
IGC-Net for conditional average potential outcome estimation over time
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SigLIP-HD by Fine-to-Coarse Supervision
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
When Is Diversity Rewarded in Cooperative Multi-Agent Learning?
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
EXPO: Stable Reinforcement Learning with Expressive Policies
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Bridging Generalization Gap of Heterogeneous Federated Clients Using Generative Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
InfoScan: Information-Efficient Visual Scanning via Resource-Adaptive Walks
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Split Happens (But Your Video Model Can Be Edited)
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Text2Interact: High-Fidelity and Diverse Text-to-Two-Person Interaction Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Mixed-Curvature Tree-Sliced Wasserstein Distance
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
OrderDP: A Theoretically Guaranteed Lossless Dynamic Data Pruning Framework
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Dual Perspectives on Non-Contrastive Self-Supervised Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Block Recurrent Dynamics in Vision Transformers
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Antislop: A Comprehensive Framework for Identifying and Eliminating Repetitive Patterns in Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
GPG: A Simple and Strong Reinforcement Learning Baseline for Model Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Meta-RL Induces Exploration in Language Agents
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
dParallel: Learnable Parallel Decoding for dLLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Rapid Training of Hamiltonian Graph Networks Using Random Features
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Not All Documents Are What You Need for Extracting Instruction Tuning Data
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Latent Thinking Optimization: Your Latent Reasoning Language Model Secretly Encodes Reward Signals in its Latent Thoughts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Guaranteed Simply Connected Mesh Reconstruction from an Unorganized Point Cloud
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CLUE: Conflict-guided Localization for LLM Unlearning Framework
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Revisiting Tree-Sliced Wasserstein Distance Through the Lens of the Fermat–Weber Problem
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ERGO: Efficient High-Resolution Visual Understanding for Vision-Language Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DIVERSE: Disagreement-Inducing Vector Evolution for Rashomon Set Exploration
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
LingoLoop Attack: Trapping MLLMs via Linguistic Context and State Entrapment into Endless Loops
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Law of Data Reconstruction for Random Features (And Beyond)
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
On the Thinking-Language Modeling Gap in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MATRIX: Mask Track Alignment for Interaction-aware Video Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Adaptive Scaling of Policy Constraints for Offline Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
STAT: Skill-Targeted Adaptive Training
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Linking Process to Outcome: Conditional Reward Modeling for LLM Reasoning
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
OmniMouse: Scaling properties of multi-modal, multi-task Brain Models on 150B Neural Tokens
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
EasyCreator: Empowering 4D Creation through Video Inpainting
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
OVID: Open-Vocabulary Intrusion Detection
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SERQ: Saliency-Aware Low-Rank Error Reconstruction for LLM Quantization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Neural Synchrony Between Socially Interacting Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ComputerRL: Scaling End-to-End Online Reinforcement Learning for Computer Use Agents
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SAM-Veteran: An MLLM-Based Human-like SAM Agent for Reasoning Segmentation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Efficient Offline Reinforcement Learning via Peer-Influenced Constraint
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
KRAMABENCH: A Benchmark for AI Systems on Data-to-Insight Pipelines over Data Lakes
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Measurement Score-Based Diffusion Model
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Neyman-Pearson Classification under Both Null and Alternative Distributions Shift
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Stop Wasting Your Tokens: Towards Efficient Runtime Multi-Agent Systems
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Data Aware and Scalable Sensitivity Analysis for Decision Tree Ensembles
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Convergent Differential Privacy Analysis for General Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Computational Bottlenecks for Denoising Diffusions
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Rényi Sharpness: A Novel Sharpness that Strongly Correlates with Generalization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Nemotron-CC-Math: A 133 Billion-Token-Scale High Quality Math Pretraining Dataset
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Probing to Refine: Reinforcement Distillation of LLM Reasoners via Explanatory Inversion
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Semantic-aware Wasserstein Policy Regularization for Large Language Model Alignment
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
R4: Nested Reasoning-Retrieval for Reward Modeling in Role-Playing Agents
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Fingerprinting Deep Neural Networks for Ownership Protection: An Analytical Approach
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
RainPro-8: An Efficient Deep Learning Model to Estimate Rainfall Probabilities Over 8 Hours
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Kimi-Dev: Agentless Training as Skill Prior for SWE-agents
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
On the identifiability of causal graphs with multiple environments
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Closing the Safety Gap: Surgical Concept Erasure in Visual Autoregressive Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Multi-Synaptic Cooperation: A Bio-Inspired Framework for Robust and Scalable Continual Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
EvolProver: Advancing Automated theorem proving by Evolving Formalized Problems via Symmetry and Difficulty
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
The CoT Encyclopedia: Analyzing, Predicting, and Controlling how a Reasoning Model will Think
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Transformers Trained via Gradient Descent Can Provably Learn a Class of Teacher Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
HiTeA: Hierarchical Temporal Alignment for Training-Free Long-Video Temporal Grounding
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
How Far Are LLMs from Professional Poker Players? Revisiting Game-Theoretic Reasoning with Agentic Tool Use
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DeepAFL: Deep Analytic Federated Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Dynamical properties of dense associative memory
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Any-Order Any-Subset AutoRegressive Model
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FormalML: A Benchmark for Evaluating Formal Subgoal Completion in Machine Learning Theory
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Critical Confabulation: Can LLMs Hallucinate for Social Good?
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FastFlow: Accelerating The Generative Flow Matching Models with Bandit Inference
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Expert Divergence Learning for MoE-based Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
PersonaX: Multimodal Datasets with LLM-Inferred Behavior Traits
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Learning More with Less: A Dynamic Dual-Level Down-Sampling Framework for Efficient Policy Optimization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Kevin: Multi-Turn RL for Generating CUDA Kernels
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
What matters for Representation Alignment: Global Information or Spatial Structure?
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FaSTA*: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AlphaSAGE: Structure-Aware Alpha Mining via GFlowNets for Robust Exploration
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Fracture-GS: Dynamic Fracture Simulation with Physics-Integrated Gaussian Splatting
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Translate Policy to Language: Flow Matching Generated Rewards for LLM Explanations
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Aegis: Automated Error Generation and Identification for Multi-Agent Systems
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Variance-Dependent Regret Lower Bounds for Contextual Bandits
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Verification and Co-Alignment via Heterogeneous Consistency for Preference-Aligned LLM Annotations
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Mean-Field Neural Differential Equations: A Game-Theoretic Approach to Sequence Prediction
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Perturbation-Induced Linearization: Constructing Unlearnable Data with Solely Linear Classifiers
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Cross-Tokenizer Likelihood Scoring Algorithms for Language Model Distillation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
High Accuracy, Less Talk (HALT): Reliable LLMs through Capability-Aligned Finetuning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Almost Bayesian: Dynamics of SGD Through Singular Learning Theory
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Look-ahead Reasoning with a Learned Model in Imperfect Information Games
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
The Softmax Bottleneck Does Not Limit the Probabilities of the Most Likely Tokens
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Into the Rabbit Hull: From Task-Relevant Concepts in DINO to Minkowski Geometry
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Fantastic Pretraining Optimizers and Where to Find Them
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Learning from Label Proportions via Proportional Value Classification
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
TTSDS2: Resources and Benchmark for Evaluating Human-Quality Text to Speech Systems
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Pursuing Minimal Sufficiency in Spatial Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Learning to Play Multi-Follower Bayesian Stackelberg Games
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Secure Inference for Diffusion Models via Unconditional Scores
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Multi-Task Low-Rank Model Adaptation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Enhancing LLMs for Knowledge Base Question Answering by Chain-of-Decomposition
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
On the trade-off between expressivity and privacy in graph representation learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Convergence of Actor-Critic gradient flow for entropy regularised MDPs in general spaces
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Rethinking Code Similarity for Automated Algorithm Design with LLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Token Distillation: Attention-Aware Input Embeddings for New Tokens
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Saddle-To-Saddle Dynamics in Deep ReLU Networks: Low-Rank Bias in the First Saddle Escape
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
TSLM: Tree-Structured Language Modeling for Divergent Thinking
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
JULI: Jailbreak Large Language Models by Self-Introspection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
VoMP: Predicting Volumetric Mechanical Property Fields
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Prosperity before Collapse: How Far Can Off-Policy RL Reach with Stale Data on LLMs?
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Towards a Theoretical Understanding of In-context Learning: Stability and Non-I.I.D Generalisation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
On the Sample Complexity of GNNs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
3D-aware Disentangled Representation for Compositional Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Adversarial Déjà Vu: Jailbreak Dictionary Learning for Stronger Generalization to Unseen Attacks
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Diversity-Enhanced Reasoning for Subjective Questions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Offline Reinforcement Learning with Adaptive Feature Fusion
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Do Not Let Low-Probability Tokens Over-Dominate in RL for LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Fine-Grained Class-Conditional Distribution Balancing for Debiased Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Multi-LCB: Extending LiveCodeBench to Multiple Programming Languages
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Programming by Backprop: Learning Behaviour from Symbolic Descriptions
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Improving Long-Range Interactions in Graph Neural Simulators via Hamiltonian Dynamics
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
RL of Thoughts: Navigating LLM Reasoning with Inference-time Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Calibrating Verbalized Confidence with Self-Generated Distractors
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
LoRAGen: Structure-Aware Weight Space Learning for LoRA Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DETR-ViP: Detection Transformer with Robust Discriminative Visual Prompts
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
The Pensieve Paradigm: Stateful Language Models with Learned Memory Management
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Neural Optimal Transport Meets Multivariate Conformal Prediction
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Relationship Alignment for View-aware Multi-view Clustering
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
LouisKV: Efficient KV Cache Retrieval for Long Input-Output Sequences
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
STaMP: Sequence Transformation and Mixed Precision for Low-Precision Activation Quantization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Advancing Spatiotemporal Representations in Spiking Neural Networks via Parametric Invertible Transformation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Parameter-Efficient Reinforcement Learning using Prefix Optimization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Market Games for Generative Models: Equilibria, Welfare, and Strategic Entry
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DenseGRPO: From Sparse to Dense Reward for Flow Matching Model Alignment
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Robotic Manipulation by Imitating Generated Videos Without Physical Demonstrations
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Mixing Mechanisms: How Language Models Retrieve Bound Entities In-Context
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Beyond Raw Detection Scores: Markov-Informed Calibration for Boosting Machine-Generated Text Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DualMap: Enabling Both Cache Affinity and Load Balancing for Distributed LLM Serving
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
D&R: Recovery-based AI-Generated Text Detection via a Single Black-box LLM Call
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Efficient algorithms for Incremental Metric Bipartite Matching
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Bridging Input Feature Spaces Towards Graph Foundation Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Markovian Transformers for Informative Language Modeling
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
What Do Large Language Models Know About Opinions?
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
TetraGT: Tetrahedral Geometry-Driven Explicit Token Interactions with Graph Transformer for Molecular Representation Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
GNN Explanations that do not Explain and How to find Them
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Fast Estimation of Wasserstein Distances via Regression on Sliced Wasserstein Distances
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MixLinear: Extreme Low Resource Multivariate Time Series Forecasting with $0.1K$ Parameters
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Judo: A Juxtaposed Domain-oriented Multimodal Reasoner for Industrial Anomaly QA
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Transfer Paramatters: Optimal per-Module Hyperparameters Across All Scaling Axes
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Disentangling the Factors of Convergence between Brains and Computer Vision Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Multimodal Dataset Distillation Made Simple by Prototype-guided Data Synthesis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Rating Quality of Diverse Time Series Data by Meta-learning from LLM Judgment
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Group-Relative REINFORCE Is Secretly an Off-Policy Algorithm: Demystifying Some Myths About GRPO and Its Friends
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Understanding the Implicit Biases of Design Choices for Time Series Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Bongard-RWR+: Real-World Representations of Fine-Grained Concepts in Bongard Problems
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Are EEG Foundation Models Worth It? Comparative Evaluation with Traditional Decoders in Diverse BCI Tasks
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
UALM: Unified Audio Language Model for Understanding, Generation and Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Diffusion & Adversarial Schrödinger Bridges via Iterative Proportional Markovian Fitting
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
KernelFusion: Zero-Shot Blind Super-Resolution via Patch Diffusion
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DHG-Bench: A Comprehensive Benchmark for Deep Hypergraph Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
LCA: Local Classifier Alignment for Continual Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
HierLoc: Hyperbolic Entity Embeddings for Hierarchical Visual Geolocation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
OSIRIS: Bridging Analog Circuit Design and Machine Learning with Scalable Dataset Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AsyncBEV: Cross-modal flow alignment in Asynchronous 3D Object Detection
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Inference-Time Personalized Safety Control via Paired Difference-in-Means Intervention
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
All Code, No Thought: Language Models Struggle to Reason in Ciphered Language
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Disentangled Robot Learning via Separate Forward and Inverse Dynamics Pretraining
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Discrete Compositional Generation via General Soft Operators and Robust Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Multilevel Control Functional
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
All Roads Lead to Likelihood: The Value of Reinforcement Learning in Fine-Tuning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
On the Convergence of Two-Layer Kolmogorov-Arnold Networks with First-Layer Training
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Breaking Gradient Temporal Collinearity for Robust Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ViMo: A Generative Visual GUI World Model for App Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SpikeGen: Decoupled “Rods and Cones” Visual Representation Processing with Latent Generative Framework
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Weight Decay may matter more than µP for Learning Rate Transfer in Practice
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
La-Proteina: Atomistic Protein Generation via Partially Latent Flow Matching
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
IGU-LoRA: Adaptive Rank Allocation via Integrated Gradients and Uncertainty-Aware Scoring
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ReconViaGen: Towards Accurate Multi-view 3D Object Reconstruction via Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Training Dynamics Impact Post-Training Quantization Robustness
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Agent-X: Evaluating Deep Multimodal Reasoning in Vision-Centric Agentic Tasks
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
h-MINT: Modeling Pocket-Ligand Binding with Hierarchical Molecular Interaction Network
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
BigMac3D: A Big Macaque Motion and Animation Dataset Bridging Image and 3D Pose Representations
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
UniCon: Unified Framework for Efficient Contrastive Alignment via Kernels
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Exposing Mixture and Annotating Confusion for Active Universal Test-Time Adaptation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Generative Universal Verifier as Multimodal Meta-Reasoner
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Value Matching: Scalable and Gradient-Free Reward-Guided Flow Adaptation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FlowRL: Matching Reward Distributions for LLM Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Interpretable 3D Neural Object Volumes for Robust Conceptual Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DISCO: Diversifying Sample Condensation for Accelerating Model Evaluation
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Cyber-Zero: Training Cybersecurity Agents without Runtime
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Hierarchy Decoding: A Training-free Parallel Decoding Strategy for Diffusion Large Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
wd1: Weighted Policy Optimization for Reasoning in Diffusion Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Computing Equilibrium beyond Unilateral Deviation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Gradient Descent Dynamics of Rank-One Matrix Denoising
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
EA3D: Event-Augmented 3D Diffusion for Generalizable Novel View Synthesis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Benchmark for Deep Information Synthesis
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
RepIt: Steering Language Models with Concept-Specific Refusal Vectors
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Streaming Autoregressive Video Generation via Diagonal Distillation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
WSM: Decay-Free Learning Rate Schedule via Checkpoint Merging for LLM Pre-training
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
BézierFlow: Learning Bézier Stochastic Interpolant Schedulers for Few-Step Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
LightRetriever: A LLM-based Text Retrieval Architecture with Extremely Faster Query Inference
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
When Language Models Lose Their Mind: The Consequences of Brain Misalignment
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Horizon Imagination: Efficient On-Policy Training in Diffusion World Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Non-Asymptotic Analysis of Efficiency in Conformalized Regression
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Distilling and Adapting: A Topology-Aware Framework for Zero-Shot Interaction Prediction in Multiplex Biological Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AutoTool: Automatic Scaling of Tool-Use Capabilities in RL via Decoupled Entropy Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Why Do Unlearnable Examples Work: A Novel Perspective of Mutual Information
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
TABLET: A Large-Scale Dataset for Robust Visual Table Understanding
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
GuidedBench: Measuring and Mitigating the Evaluation Discrepancies of In-the-wild LLM Jailbreak Methods
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Fictional Q&A Dataset for Studying Memorization and Knowledge Acquisition
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Energy-Regularized Sequential Model Editing on Hyperspheres
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Scaling with Collapse: Efficient and Predictable Training of LLM Families
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Gradient-Based Diversity Optimization with Differentiable Top-$k$ Objective
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Distilling to Hybrid Attention Models via KL-Guided Layer Selection
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Robust Adversarial Attacks Against Unknown Disturbance via Inverse Gradient Sample
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Mitigating Semantic Collapse in Generative Personalization with Test-Time Embedding Adjustment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Probabilistic Hard Concept Bottleneck for Steerable Generative Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Jailbreaking the Matrix: Nullspace Steering for Controlled Model Subversion
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Directional Convergence, Benign Overfitting of Gradient Descent in leaky ReLU two-layer Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DIFFSPARSE: ACCELERATING DIFFUSION TRANSFORMERS WITH LEARNED TOKEN SPARSITY
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Unification of Discrete, Gaussian, and Simplicial Diffusion
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Exploring Synthesizable Chemical Space with Iterative Pathway Refinements
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MMReD: a Cross-Modal Benchmark for Dense Context Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Bayesian Post Training Enhancement of Regression Models with Calibrated Rankings
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Bee: A High-Quality Corpus and Full-Stack Suite to Unlock Advanced Fully Open MLLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
EUBRL: Epistemic Uncertainty Directed Bayesian Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Multi-modal Data Spectrum: Multi-modal Datasets are Multi-dimensional
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CoNavBench: Collaborative Long-Horizon Vision-Language Navigation Benchmark
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FATE: A Formal Benchmark Series for Frontier Algebra of Multiple Difficulty Levels
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FAST‑DIPS: Adjoint‑Free Analytic Steps and Hard‑Constrained Likelihood Correction for Diffusion‑Prior Inverse Problems
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Potentially Optimal Joint Actions Recognition for Cooperative Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
RLBFF: Binary Flexible Feedback to bridge between Human Feedback & Verifiable Rewards
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Biologically Plausible Dense Associative Memory with Exponential Capacity
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Stackelberg Coupling of Online Representation Learning and Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Special Unitary Parameterized Estimators of Rotation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Unlearning Isn't Invisible: Detecting Unlearning Traces in LLMs from Model Outputs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Expertise Can Be Helpful for Reinforcement Learning-based Macro Placement
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CoT-RVS: Zero-Shot Chain-of-Thought Reasoning Segmentation for Videos
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Plan-R1: Safe and Feasible Trajectory Planning as Language Modeling
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Mini-cluster Guided Long-tailed Deep Clustering
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Understanding the Role of Training Data in Test-Time Scaling
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DiffVax: Optimization-Free Image Immunization Against Diffusion-Based Editing
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Teaching Metric Distance to Discrete Autoregressive Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
HARP: Hallucination Detection via Reasoning Subspace Projection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Beyond RAG vs. Long-Context: Learning Distraction-Aware Retrieval for Efficient Knowledge Grounding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Toward Conservative Planning from Preferences in Offline Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Look Carefully: Adaptive Visual Reinforcements in Multimodal Large Language Models for Hallucination Mitigation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FREAK: A Fine-grained Hallucination Evaluation Benchmark for Advanced MLLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
On Code-Induced Reasoning in LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AudioX: A Unified Framework for Anything-to-Audio Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CogniMap3D: Cognitive 3D Mapping and Rapid Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Enhancing Molecular Property Predictions by Learning from Bond Modelling and Interactions
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Secure Outlier-Aware Large Language Model Inference
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FakeXplain: AI-Generated Images Detection via Human-Aligned Grounded Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
In-The-Flow Agentic System Optimization for Effective Planning and Tool Use
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Learning Video Generation for Robotic Manipulation with Collaborative Trajectory Control
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
NeRV-Diffusion: Diffuse Implicit Neural Representation for Video Synthesis
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ROGA: Scaling Generalist Agents for Office Productivity Tasks via Tool Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
GradPruner: Gradient-guided Layer Pruning Enabling Efficient Fine-Tuning and Inference for LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ExpVid: A Benchmark for Experiment Video Understanding & Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Unlocking the Potential of Weighting Methods in Federated Learning Through Communication Compression
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Speculative Actions: A Lossless Framework for Faster AI Agents
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Robust Adaptive Multi-Step Predictive Shielding
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Adaptive Regularization for Large-Scale Sparse Feature Embedding Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Wavelet Predictive Representations for Non-Stationary Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FSA: An Alternative Efficient Implementation of Native Sparse Attention Kernel
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Generalizable Heuristic Generation Through LLMs with Meta-Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
On the Convergence Behavior of Preconditioned Gradient Descent Toward the Rich Learning Regime
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Retrospective Sparse Attention for Efficient Long-Context Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ReTrace: Reinforcement Learning-Guided Reconstruction Attacks on Machine Unlearning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
GNN-as-Judge: Unleashing the Power of LLMs for Graph Few-shot Semi-supervised Learning with GNN Feedback
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
When to Ensemble: Identifying Token-Level Points for Stable and Fast LLM Ensembling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FlowSymm: Physics–Aware, Symmetry–Preserving Graph Attention for Network Flow Completion
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CARE: Covariance-Aware and Rank-Enhanced Decomposition for Enabling Multi-Head Latent Attention
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
INO-SGD: Addressing Utility Imbalance under Individualized Differential Privacy
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Diffusion Bridge Variational Inference for Deep Gaussian Processes
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Learning in Prophet Inequalities with Noisy Observations
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Correlated Policy Optimization in Multi-Agent Subteams
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
TopoFormer: Topology Meets Attention for Graph Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DPad: Efficient Diffusion Language Models with Suffix Dropout
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Massive Memorization with Hundreds of Trillions of Parameters for Sequential Transducer Generative Recommenders
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Deploying Models to Non-participating Clients in Federated Learning without Fine-tuning: A Hypernetwork-based Approach
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FedDAG: Clustered Federated Learning via Global Data and Gradient Integration for Heterogeneous Environments
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Winter Soldier: Backdooring Language Models at Pre-Training with Indirect Data Poisoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Estimating Semantic Alphabet Size for LLM Uncertainty Quantification
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Operationalizing Data Minimization for Privacy-Preserving LLM Prompting
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Online time series prediction using feature adjustment
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SubDyve: Subgraph-Driven Dynamic Propagation for Virtual Screening Enhancement Controlling False Positive
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Diagnosing and Remedying Knowledge Deficiencies in LLMs via Label-free Curricular Meaningful Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
It's All Just Vectorization: einx, a Universal Notation for Tensor Operations
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
LookaheadKV: Fast and Accurate KV Cache Eviction by Glimpsing into the Future without Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CLARC: C/C++ Benchmark for Robust Code Search
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Leveraging Discrete Function Decomposability for Scientific Design
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ComGS: Efficient 3D Object-Scene Composition via Surface Octahedral Probes
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Reward Is Enough: LLMs Are In-Context Reinforcement Learners
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Frozen Policy Iteration: Computationally Efficient RL under Linear $Q^{\pi}$ Realizability for Deterministic Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Memorization Through the Lens of Sample Gradients
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
BIRD: Behavior Induction via Representation-structure Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Calibrated Information Bottleneck for Trusted Multi-modal Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
LinearSR: Unlocking Linear Attention for Stable and Efficient Image Super-Resolution
[
Slides]
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
VideoZoomer: Reinforcement-Learned Temporal Focusing for Long Video Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Beyond English-Centric Training: How Reinforcement Learning Improves Cross-Lingual Reasoning in LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Random Spiking Neural Networks are Stable and Spectrally Simple
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
PixelCraft: A Multi-Agent system for High-Fidelity Visual Reasoning on Structured Images
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
TAVAE: A VAE with Adaptable Priors Explains Contextual Modulation in the Visual Cortex
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Convergence Analysis of Tsetlin Machines for Basic Boolean Operators under Noise-Free and Noisy Training Conditions
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Riesz Neural Operator for Solving Partial Differential Equations
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ReCAPA: Hierarchical Predictive Correction to Mitigate Cascading Failures
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Grouping Nodes with known Value Differences: A lossless UCT-based Abstraction Algorithm
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
HalluGuard: Demystifying Data-Driven and Reasoning-Driven Hallucinations in LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Boomerang Distillation Enables Zero-Shot Model Size Interpolation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Rethinking LLM-as-a-Judge: Representation-as-a-Judge with Small Language Models via Semantic Capacity Asymmetry
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AMPED: Adaptive Multi-objective Projection for balancing Exploration and skill Diversification
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Quantile Advantage Estimation for Entropy-Safe Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Continuously Augmented Discrete Diffusion model for Categorical Generative Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Towards Self-Robust LLMs: Intrinsic Prompt Noise Resistance via CoIPO
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
How Learning Rate Decay Wastes Your Best Data in Curriculum-Based LLM Pretraining
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MolecularIQ: Characterizing Chemical Reasoning Capabilities Through Symbolic Verification on Molecular Graphs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Symmetric Space Learning for Combinatorial Generalization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
LinearRAG: Linear Graph Retrieval Augmented Generation on Large-scale Corpora
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Property-Driven Protein Inverse Folding with Multi-Objective Preference Alignment
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Automatic and Structure-Aware Sparsification of Hybrid Neural ODEs with Application to Glucose Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Object Fidelity Diffusion for Remote Sensing Image Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MCIF: Multimodal Crosslingual Instruction-Following Benchmark from Scientific Talks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Attention, Please! Revisiting Attentive Probing Through the Lens of Efficiency
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
VowelPrompt: Hearing Speech Emotions from Text via Vowel-level Prosodic Augmentation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DeepPrim: a Physics-Driven 3D Short-term Weather Forecaster via Primitive Equation Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FOCUS: Efficient Keyframe Selection for Long Video Understanding
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Beyond Structure: Invariant Crystal Property Prediction with Pseudo-Particle Ray Diffraction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Many Eyes, One Mind: Temporal Multi-Perspective and Progressive Distillation for Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
G-Merging: Graph Models Merging for Parameter-Efficient Multi-Task Knowledge Consolidation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Embracing Discrete Search: A Reasonable Approach to Causal Structure Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Formalising Human-in-the-Loop: Computational Reductions, Failure Modes, and Legal-Moral Responsibility
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Many-for-Many: Unify the Training of Multiple Video and Image Generation and Manipulation Tasks
[
Poster]
[
OpenReview]
Blog Post Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
The Adversarial Conditioning Paradox: Why Attacked Inputs Are More Stable, Not Less
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Characteristic Root Analysis and Regularization for Linear Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Natural Identifiers for Privacy and Data Audits in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Error Notebook-Guided, Training-Free Part Retrieval in 3D CAD Assemblies via Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
PhysLLM: Harnessing Large Language Models for Cross-Modal Remote Physiological Sensing
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
BTZSC: A Benchmark for Zero-Shot Text Classification Across Cross-Encoders, Embedding Models, and Rerankers
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
WideSearch: Benchmarking Agentic Broad Info-Seeking
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Policy Likelihood-based Query Sampling and Critic-Exploited Reset for Efficient Preference-based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Interaction Field Matching: Overcoming Limitations of Electrostatic Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DemoGrasp: Universal Dexterous Grasping from a Single Demonstration
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Reasoning or Retrieval? A Study of Answer Attribution on Large Reasoning Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ACCORD: Alleviating Concept Coupling through Dependence Regularization for Text-to-Image Diffusion Personalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
COMI: Coarse-to-fine Context Compression via Marginal Information Gain
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
On the Shelf Life of Finetuned LLM-Judges: Future Proofing, Backward Compatibility, and Question Generalization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Medical Interpretability and Knowledge Maps of Large Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Continuous Chain of Thought: Parallel Exploration and Reasoning through a Theoretical Lens
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Fast Frank–Wolfe Algorithms with Adaptive Bregman Step-Size for Weakly Convex Functions
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DexNDM: Closing the Reality Gap for Dexterous In-Hand Rotation via Joint-Wise Neural Dynamics Model
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Decoupling Dynamical Richness from Representation Learning: Towards Practical Measurement
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
BoreaRL: A Multi-Objective Reinforcement Learning Environment for Climate-Adaptive Boreal Forest Management
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Mesh Splatting for End-to-end Multiview Surface Reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Mode-conditioning unlocks superior test-time compute scaling
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Not All Models Suit Expert Offloading: On Local Routing Consistency of Mixture-of-Expert Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Code World Models for General Game Playing
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Entropy Regularizing Activation: Boosting Continuous Control, Large Language Models, and Image Classification with Activation as Entropy Constraints
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Principled Fast and Meta Knowledge Learners for Continual Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ScaleCap: Scalable Image Captioning via Dual-Modality Debiasing
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Case for Library-Level k-Means Binning in Histogram Gradient-Boosted Trees
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FlashAttention on a Napkin: A Diagrammatic Approach to Deep Learning IO-Awareness
[
Poster]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Generative Adversarial Reasoner: Enhancing LLM Reasoning with Adversarial Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
An Expanded Benchmark that Rediscovers and Affirms the Edge of Uncertainty Sampling for Active Learning in Tabular Datasets
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Know When to Abstain: Optimal Selective Classification with Likelihood Ratios
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Amortized Inference of Causal Models via Conditional Fixed-Point Iterations
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)?
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Detecting Data Contamination from Reinforcement Learning Post-training for Large Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
UrbanVerse: Scaling Urban Simulation by Watching City-Tour Videos
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Reasoning Models Can be Accurately Pruned Via Chain-of-Thought Reconstruction
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Policy Contrastive Decoding for Robotic Foundation Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Long-range Modeling and Processing of Multimodal Event Sequences
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ST-WebAgentBench: A Benchmark for Evaluating Safety and Trustworthiness in Web Agents
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Confident Block Diagonal Structure-Aware Invariable Graph Completion for Incomplete Multi-view Clustering
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CLAP: Unsupervised 3D Representation Learning for Fusion 3D Perception via Curvature Sampling and Prototype Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Protection against Source Inference Attacks in Federated Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
IWR-Bench: Can LVLMs reconstruct interactive webpage from a user interaction video?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
HackWorld: Evaluating Computer-Use Agents on Exploiting Web Application Vulnerabilities
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Testing Most Influential Sets
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Neural Hamilton--Jacobi Characteristic Flows for Optimal Transport
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
EmotionHallucer: Evaluating Emotion Hallucinations in Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Alignment through Meta-Weighted Online Sampling: Bridging the Gap between Data Generation and Preference Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Stochastic Self-Organization in Multi-Agent Systems
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Hessian-Enhanced Token Attribution (HETA): Interpreting Autoregressive LLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Taming Momentum: Rethinking Optimizer States Through Low-Rank Approximation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Video-KTR: Reinforcing Video Reasoning via Key Token Attribution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SGD-Based Knowledge Distillation with Bayesian Teachers: Theory and Guidelines
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SPIRAL: Self-Play on Zero-Sum Games Incentivizes Reasoning via Multi-Agent Multi-Turn Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Random Label Prediction Heads for Studying and Controlling Memorization in Deep Neural Networks
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Condition Errors Refinement in Autoregressive Image Generation with Diffusion Loss
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Automated Formalization via Conceptual Retrieval-Augmented LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SSVPO: Effective Step-Level Credit Assignment for RL Training of Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Steering Diffusion Models Towards Credible Content Recommendation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Decomposed Attention Fusion in MLLMs for Training-free Video Reasoning Segmentation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Latent-to-Data Cascaded Diffusion Models for Unconditional Time Series Generation
[
Slides]
[
Poster]
[
OpenReview]
Blog Post Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Artistic Style and the Play of Neural Style Representations
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Decomposing Extrapolative Problem Solving: Spatial Transfer and Length Scaling with Map Worlds
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SpaCE-10: A Comprehensive Benchmark for Multimodal Large Language Models in Compositional Spatial Intelligence
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Beyond Hearing: Learning Task-agnostic ExG Representations from Earphones via Physiology-informed Tokenization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Offline Preference-Based Value Optimization
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Harpoon: Generalised Manifold Guidance for Conditional Tabular Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SWE-RM: Execution-free Feedback for Software Engineering Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Revisiting Global Text Conditioning in Diffusion Transformers
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Ghost in the Cloud: Your Geo-Distributed Large Language Models Training is Easily Manipulated
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
LEAP: Local ECT-Based Learnable Positional Encodings for Graphs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CoT-Evo: Evolutionary Distillation of Chain-of-Thought for Scientific Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CTBench: Cryptocurrency Time Series Generation Benchmark
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
GeoPurify: A Data-Efficient Geometric Distillation Framework for Open-Vocabulary 3D Segmentation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
VisioMath: Benchmarking Figure-based Mathematical Reasoning in LMMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
GlowQ: Group-Shared LOw-Rank Approximation for Quantized LLMs
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
STAR-Bench: Probing Deep Spatio-Temporal Reasoning as Audio 4D Intelligence
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
HumanPCR: Probing MLLM Capabilities in Diverse Human-Centric Scenes
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
QuantSparse: Comprehensively Compressing Video Diffusion Transformer with Model Quantization and Attention Sparsification
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Self-Rewarding Vision-Language Model via Reasoning Decomposition and Multi-Reward Policy Optimization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Advancing Complex Video Object Segmentation via Progressive Concept Construction
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Knowledge Editing with Subspace-Aware Key-Value Mappings
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
REI-Bench: Can Embodied Agents Understand Vague Human Instructions in Task Planning?
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
WSVD: Weighted Low-Rank Approximation for Fast and Efficient Execution of Low-Precision Vision-Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Bayesian Attention Mechanism: A Probabilistic Framework for Positional Encoding and Context Length Extrapolation
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ReST-KV: Robust KV Cache Eviction with Layer-wise Output Reconstruction and Spatial-Temporal Smoothing
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
KeepLoRA: Continual Learning with Residual Gradient Adaptation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Multi-ReduNet: Interpretable Class-Wise Decomposition of ReduNet
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AutoFigure: Generating and Refining Publication-Ready Scientific Illustrations
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Discrete Diffusion Trajectory Alignment via Stepwise Decomposition
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
OVSeg3R: Learn Open-vocabulary Instance Segmentation from 2D via 3D Reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Generalizable End-to-End Tool-Use RL with Synthetic CodeGym
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Contrastive Diffusion Guidance for Spatial Inverse Problems
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Rethinking Uncertainty Estimation in LLMs: A Principled Single-Sequence Measure
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ReIn: Conversational Error Recovery with Reasoning Inception
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Improving Code Localization with Repository Memory
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Beyond RLHF and NLHF: Population-Proportional Alignment under an Axiomatic Framework
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ACE: Attribution-Controlled Knowledge Editing for Multi-hop Factual Recall
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Reasoning-Driven Multimodal LLM for Domain Generalization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Temporal superposition and feature geometry of RNNs under memory demands
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CrossPL: Systematic Evaluation of Large Language Models for Cross Programming Language Interoperating Code Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Generative Blocks World: Moving Things Around in Pictures
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SketchingReality: From Freehand Scene Sketches to Photorealistic Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ContextBench: Modifying Contexts for Targeted Latent Activation and Behaviour Elicitation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SAFER: Risk-Constrained Sample-then-Filter in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Avey Bidirectional Architecture
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SportR: A Benchmark for Multimodal Large Language Model Reasoning in Sports
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Importance Sampling for Multi-Negative Multimodal Direct Preference Optimization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
gLSTM: Mitigating Over-Squashing by Increasing Storage Capacity
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
OXtal: An All-Atom Diffusion Model for Organic Crystal Structure Prediction
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Understanding the Mixture-of-Experts with Nadaraya-Watson Kernel
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SimpleToM: Exposing the Gap between Explicit ToM Inference and Implicit ToM Application in LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
EquAct: An SE(3)-Equivariant Multi-Task Transformer for 3D Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
EMBridge: Enhancing Gesture Generalization from EMG Signals Through Cross-modal Representation Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
BBQ: Boosting Quantization Entropy with Bell Box Quantization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
station2radar: query‑conditioned gaussian splatting for precipitation field
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Bootstrapping MLLM for Weakly‑Supervised Class‑Agnostic Object Counting
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Enhancing Sparse Event Detection in Healthcare Time-Series via Adaptive Gate of Context–Detail Interaction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Reusing Pre-Training Data at Test Time is a Compute Multiplier
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
HOG-Diff: Higher-Order Guided Diffusion for Graph Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
VideoNSA: Native Sparse Attention Scales Video Understanding
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Computer Agent Arena: Toward Human-Centric Evaluation and Analysis of Computer-Use Agents
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Addressing Pitfalls in the Evaluation of Uncertainty Estimation Methods for Natural Language Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Off-Policy Safe Reinforcement Learning with Cost-Constrained Optimistic Exploration
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Improving and Accelerating Offline RL in Large Discrete Action Spaces with Structured Policy Initialization
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Analytica: Soft Propositional Reasoning for Robust and Scalable LLM-Driven Analysis
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Gen-DFL: Decision-Focused Generative Learning for Robust Decision Making
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Bures-Wasserstein Flow Matching for Graph Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Continuous-Time Value Iteration for Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
TimeRecipe: A Time-Series Forecasting Recipe via Benchmarking Module Level Effectiveness
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
The Polar Express: Optimal Matrix Sign Methods and their Application to the Muon Algorithm
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
HATSolver: Learning Gröbner Bases with Hierarchical Attention Transformers
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MesaNet: Sequence Modeling by Locally Optimal Test-Time Training
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Distributionally Robust Optimization via Generative Ambiguity Modeling
[
Slides]
[
Poster]
[
OpenReview]
Successful Page Load