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From REINFORCE to Dr. GRPO: A Unified Perspective on LLM Post-Training
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OpenReview]
Poster
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ssToken: Self-modulated and Semantic-aware Token Selection for LLM Fine-tuning
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OpenReview]
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Optimizing ID Consistency in Multimodal Large Models: Facial Restoration via Alignment, Entanglement, and Disentanglement
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Slides]
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OpenReview]
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MicroMix: Efficient Mixed-Precision Quantization with Microscaling Formats for Large Language Models
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OpenReview]
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Enhancing Communication Compression via Discrepancy-aware Calibration for Federated Learning
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OpenReview]
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TIPO: Text to Image with Text Pre-sampling for Prompt Optimization
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Poster]
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OpenReview]
Blog Post Poster
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Is the evidence in 'Language Models Learn to Mislead Humans via RLHF' valid?
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OpenReview]
Blog Post Poster
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Visualizing LLM Latent Space Geometry Through Dimensionality Reduction
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OpenReview]
Blog Post Poster
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Language as a Window Into the Mind: How NLP and LLMs Advance Human Sciences
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OpenReview]
Blog Post Poster
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In-context learning of representations can be explained by induction circuits
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OpenReview]
Blog Post Poster
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How To Open the Black Box: Modern Models for Mechanistic Interpretability
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OpenReview]
Poster
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$\textit{MADFormer}$: Mixed Autoregressive and Diffusion Transformers for Continuous Image Generation
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OpenReview]
Blog Post Poster
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From U-Nets to DiTs: The Architectural Evolution of Text-to-Image Diffusion Models (2021–2025)
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OpenReview]
Blog Post Poster
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Wait, Do We Need to Wait? Revisiting Budget Forcing for Sequential Test-Time Scaling
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OpenReview]
Blog Post Poster
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Using Graph Neural Networks in Reinforcement Learning: A Practical Guide
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OpenReview]
Blog Post Poster
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Navigating the Manifold — A Geometric Perspective on Diffusion-Based Inverse Problems
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OpenReview]
Blog Post Poster
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Trade-offs in LLM Compute for Reasoning-Intensive Information Retrieval
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OpenReview]
Blog Post Poster
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From Trajectories to Operators — A Unified Flow Map Perspective on Generative Modeling
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OpenReview]
Poster
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FingerTip 20K: A Benchmark for Proactive and Personalized Mobile LLM Agents
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OpenReview]
Poster
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Exo-Plore: Exploring Exoskeleton Control Space through Human-aligned Simulation
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OpenReview]
Poster
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Beware Untrusted Simulators -- Reward-Free Backdoor Attacks in Reinforcement Learning
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OpenReview]
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ARINBEV: Bird's-Eye View Layout Estimation with Conditional Autoregressive Model
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OpenReview]
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STAR: Similarity-guided Teacher-Assisted Refinement for Super-Tiny Function Calling Models
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OpenReview]
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RMAAT: Astrocyte-Inspired Memory Compression and Replay for Efficient Long-Context Transformers
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Slides]
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OpenReview]
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Quasi-Monte Carlo Methods Enable Extremely Low-Dimensional Deep Generative Models
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OpenReview]
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SafeMoE: Safe Fine-Tuning for MoE LLMs by Aligning Harmful Input Routing
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OpenReview]
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Mechanistic Independence: A Principle for Identifiable Disentangled Representations
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OpenReview]
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SpectraLLM: Uncovering the Ability of LLMs for Molecule Structure Elucidation from Multi-Spectra
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Slides]
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OpenReview]
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From Abstract to Contextual: What LLMs Still Cannot Do in Mathematics
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Slides]
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OpenReview]
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UniCalli: A Unified Diffusion Framework for Column-Level Generation and Recognition of Chinese Calligraphy
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OpenReview]
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Online Prediction of Stochastic Sequences with High Probability Regret Bounds
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OpenReview]
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BA-LoRA: Bias-Alleviating Low-Rank Adaptation to Mitigate Catastrophic Inheritance in Large Language Models
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Slides]
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OpenReview]
Town Hall
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Town Hall
Registration Desk
Wed Apr 22 10:00 AM -- 03:00 PM (PDT) @ Convention Center Foyer None
Registration Desk 1
Registration Desk
Thu Apr 23 03:30 AM -- 01:30 PM (PDT) @ Amphitheater Foyer None
Registration Desk 2
Registration Desk
Thu Apr 23 03:30 AM -- 01:30 PM (PDT) @ Convention Center Foyer None
Registration Desk 1
Break
Thu Apr 23 06:00 AM -- 06:30 AM (PDT) @ Pavilion 4 None
Break
Oral
Thu Apr 23 06:30 AM -- 06:40 AM (PDT) None
Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models
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OpenReview]
Oral
Thu Apr 23 06:30 AM -- 06:40 AM (PDT) None
One for Two: A Unified Framework for Imbalanced Graph Classification via Dynamic Balanced Prototype
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Slides]
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OpenReview]
Oral
Thu Apr 23 06:30 AM -- 06:40 AM (PDT) None
Overthinking Reduction with Decoupled Rewards and Curriculum Data Scheduling
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Slides]
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OpenReview]
Oral
Thu Apr 23 06:30 AM -- 06:40 AM (PDT) None
Information Shapes Koopman Representation
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OpenReview]
Oral
Thu Apr 23 06:30 AM -- 06:40 AM (PDT) None
Mastering Sparse CUDA Generation through Pretrained Models and Deep Reinforcement Learning
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OpenReview]
Oral
Thu Apr 23 06:30 AM -- 06:40 AM (PDT) None
Half-order Fine-Tuning for Diffusion Model: A Recursive Likelihood Ratio Optimizer
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Tackling Heavy-Tailed Q-Value Bias in Offline-to-Online Reinforcement Learning with Laplace-Robust Modeling
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AutoDA-Timeseries: Automated Data Augmentation for Time Series
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Vid-LLM: A Compact Video-based 3D Multimodal LLM with Reconstruction–Reasoning Synergy
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CNN Interpretability with Multivector Tucker Saliency Maps for Self-Supervised Models
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Dual-Path Condition Alignment for Diffusion Transformers
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Unlocking Long-Horizon Agentic Search with Large-Scale End-to-End RL
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Detecting and Mitigating Memorization in Diffusion Models through Anisotropy of the Log-Probability
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Slides]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LMask: Learn to Solve Constrained Routing Problems with Lazy Masking
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
OPPO: Accelerating PPO-based RLHF via Pipeline Overlap
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Online Inventory Optimization in Non-Stationary Environment
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning
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Slides]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Linear Mechanisms for Spatiotemporal Reasoning in Vision Language Models
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Slides]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ProstaTD: Bridging Surgical Triplet from Classification to Fully Supervised Detection
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Slides]
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
An efficient, provably optimal, practical algorithm for the 0-1 loss linear classification problem
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MoGen: Detailed Neuronal Morphology Generation via Point Cloud Flow Matching
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Bridging ML and algorithms: comparison of hyperbolic embeddings
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
P-GenRM: Personalized Generative Reward Model with Test-time User-based Scaling
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Slides]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Inferring the Invisible: Neuro-Symbolic Rule Discovery for Missing Value Imputation
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ORCaS: Unsupervised Depth Completion via Occluded Region Completion as Supervision
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AutoQVLA: Not All Channels Are Equal in Vision-Language-Action Model's Quantization
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Slides]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ReVeal: Self-Evolving Code Agents via Reliable Self-Verification
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
EEPO: Exploration-Enhanced Policy Optimization via Sample-Then-Forget
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Optimizing Agent Planning for Security and Autonomy
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Diverse and Sparse Mixture-of-Experts for Causal Subgraph–Based Out-of-Distribution Graph Learning
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DAMR: Efficient and Adaptive Context-Aware Knowledge Graph Question Answering with LLM-Guided MCTS
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Evolving Graph Structured Programs for Circuit Generation with Large Language Models
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Threading Keyframe with Narratives: MLLMs as Strong Long Video Comprehenders
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FARI: Robust One-Step Inversion for Watermarking in Diffusion Models
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Slides]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Monocular Normal Estimation via Shading Sequence Estimation
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Beyond Entity Correlations: Disentangling Event Causal Puzzles in Temporal Knowledge Graphs
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Towards All-Atom Foundation Models for Biomolecular Binding Affinity Prediction
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Fewer Weights, More Problems: A Practical Attack on LLM Pruning
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A New Initialization to Control Gradients in Sinusoidal Neural Networks
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Watermarking Diffusion Language Models
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PMDformer: Patch-Mean Decoupling Transformer for Long-term Forecasting
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Unified Vision-Language-Action Model
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Inducing Dyslexia in Vision Language Models
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LoongRL: Reinforcement Learning for Advanced Reasoning over Long Contexts
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Beyond Uniformity: Sample and Frequency Meta Weighting for Post-Training Quantization of Diffusion Models
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GenCompositor: Generative Video Compositing with Diffusion Transformer
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
An Information-Theoretic Lower Bound on the Generalization Error of Autoencoders
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AB-UPT: Scaling Neural CFD Surrogates for High- Fidelity Automotive Aerodynamics Simulations via Anchored- Branched Universal Physics Transformers
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
EigenBench: A Comparative Behavioral Measure of Value Alignment
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Mix-Ecom: Towards Mixed-Type E-Commerce Dialogues with Complex Domain Rules
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
What Lies Beyond the View? Actively Constructing Spatial Beliefs in Foundation Models
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Deft Scheduling of Dynamic Cloud Workflows with Varying Deadlines via Mixture-of-Experts
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Scalable Offline Model-Based RL with Action Chunks
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Slides]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Model Collapse Is Not a Bug but a Feature in Machine Unlearning for LLMs
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Where Did It Go Wrong? Attributing Undesirable LLM Behaviors via Representation Gradient Tracing
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GIR-Bench: Versatile Benchmark for Generating Images with Reasoning
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Exposing Weaknesses of Large Reasoning Models through Graph Algorithm Problems
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Beyond Pass@ 1: Self-Play with Variational Problem Synthesis Sustains RLVR
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Auditing Black-Box LLM APIs with a Rank-Based Uniformity Test
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Midway Network: Learning Representations for Recognition and Motion from Latent Dynamics
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Slides]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Directed Exploration in Reinforcement Learning from Linear Temporal Logic
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
QuoKA: Query-Oriented KV Selection for Efficient LLM Prefill
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Slides]
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OpenReview]
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Faster Diffusion Through Temporal Attention Decomposition
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Endowing GPT-4 with a Humanoid Body: Building the Bridge Between Off-the-Shelf VLMs and the Physical World
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DRPO: Efficient Reasoning via Decoupled Reward Policy Optimization
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Adaptive Methods Are Preferable in High Privacy Settings: An SDE Perspective
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OpenReview]
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SEED: Towards More Accurate Semantic Evaluation for Visual Brain Decoding
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Mitigating Hallucination in Vision-Language Model with Depth and Spatial-aware Key-Value Refinement
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OpenReview]
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Reading Images Like Texts: Sequential Image Understanding in Vision-Language Models
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OpenReview]
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ImageDoctor: Diagnosing Text-to-Image Generation via Grounded Image Reasoning
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Efficient Spatially-Variant Convolution via Differentiable Sparse Kernel Complex
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Slides]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Synthesising Counterfactual Explanations via Label-Conditional Gaussian Mixture Variational Autoencoders
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Discrete Audio Tokens: More Than a Survey!
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
NFT: Bridging Supervised Learning and Reinforcement Learning in Math Reasoning
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Enhancing Vision-Language Model with Unmasked Token Alignment
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ASGuard: Activation-Scaling Guard to Mitigate Targeted Jailbreaking Attack
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Seek-CAD: A Self-refined Generative Modeling for 3D Parametric CAD Using Local Inference via DeepSeek
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Poster]
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OpenReview]
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Truthfulness Despite Weak Supervision: Evaluating and Training LLMs Using Peer Prediction
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OpenReview]
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning Deformable Body Interactions With Adaptive Spatial Tokenization
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Sample Lottery: Unsupervised Discovery of Critical Instances for LLM Reasoning
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Exploring the Basin-Like Loss Landscape in Large Language Models
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OpenReview]
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
RM-R1: Reward Modeling as Reasoning
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Slides]
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OpenReview]
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Towards Reliable Benchmarking: A Contamination Free, Controllable Evaluation Framework for Multi-step LLM Function Calling
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Knowledge Distillation as Decontamination? Revisiting the “Data Laundering” Concern
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PGRF-Net: A Prototype-Guided Relational Fusion Network for Diagnostic Multivariate Time-Series Anomaly Detection
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Be Careful When Fine-tuning On Open-Source LLMs: Your Fine-tuning Data Could Be Secretly Stolen!
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TaCo: A Benchmark for Lossless and Lossy Codecs of Heterogeneous Tactile Data
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Adapt Data to Model: Adaptive Transformation Optimization for Domain-shared Time Series Foundation Models
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Slides]
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OpenReview]
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Improving Attributed Long-form Question Answering with Intent Awareness
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Slides]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SlotGCG: Exploiting the Positional Vulnerability in LLMs for Jailbreak Attacks
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TIMESLIVER : SYMBOLIC-LINEAR DECOMPOSITION FOR EXPLAINABLE TIME SERIES CLASSIFICATION
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Align-SAM: Seeking Flatter Minima for Better Cross-Subset Alignment
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Byzantine-Robust Federated Learning with Learnable Aggregation Weights
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Asynchronous Policy Gradient Aggregation for Efficient Distributed Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
VeriEquivBench: An Equivalence Score for Ground-Truth-Free Evaluation of Formally Verifiable Code
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SSDi8: Accurate and Efficient 8-bit Quantization for State Space Duality
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Multi-Scale Hypergraph Meets LLMs: Aligning Large Language Models for Time Series Analysis
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OpenReview]
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Layerwise Federated Learning for Heterogeneous Quantum Clients using Quorus
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Slides]
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OpenReview]
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Fair Classification by Direct Intervention on Operating Characteristics
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OpenReview]
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Personalized Feature Translation for Expression Recognition: An Efficient Source-Free Domain Adaptation Method
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Slides]
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OpenReview]
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Get RICH or Die Scaling: Profitably Trading Inference Compute for Robustness
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LEXam: Benchmarking Legal Reasoning on 340 Law Exams
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Robust LLM Unlearning via Post Judgment and Multi-round Thinking
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Quant-dLLM: Post-Training Extreme Low-Bit Quantization for Diffusion Large Language Models
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Slides]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Auto-Regressive vs Flow-Matching: a Comparative Study of Modeling Paradigms for Text-to-Music Generation
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DisTaC: Conditioning Task Vectors via Distillation for Robust Model Merging
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AnyBCQ: Hardware Efficient Flexible Binary-Coded Quantization for Multi-Precision LLMs
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MAGREF: Masked Guidance for Any-Reference Video Generation with Subject Disentanglement
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Procedural Mistake Detection via Action Effect Modeling
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OpenReview]
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Evaluating GFlowNet from partial episodes for stable and flexible policy-based training
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OpenReview]
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Can we generate portable representations for clinical time series data using LLMs?
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OpenReview]
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SDErasure: Concept-Specific Trajectory Shifting for Concept Erasure via Adaptive Diffusion Classifier
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Nef-Net+: Adapting Electrocardio Panorama in the wild
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Distributed Quasi-Newton Method for Fair and Fast Federated Learning
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Slides]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
K²-Agent: Co-Evolving Know-What and Know-How for Hierarchical Mobile Device Control
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Beyond Length: Quantifying Long-Range Information for Long-Context LLM Pretraining Data
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Assessing Robustness via Score-Based Adversarial Image Generation
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
RECAST: Expanding the Boundaries of LLMs' Complex Instruction Following with Multi-Constraint Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ODNet: Opinion Dynamics-Inspired Neural Message Passing for Graphs and Hypergraphs
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DeepRAG: Thinking to Retrieve Step by Step for Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning Robust Intervention Representations with Delta Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A.I.R.: Enabling Adaptive, Iterative, and Reasoning-based Frame Selection For Video Question Answering
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning Mixtures of Linear Dynamical Systems (MoLDS) via Hybrid Tensor–EM Method
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Much Ado About Noising: Do Flow Models Actually Make Better Control Policies?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Recover Cell Tensor: Diffusion-Equivalent Tensor Completion for Fluorescence Microscopy Imaging
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Entropy-Monitored Kernelized Token Distillation for Audio-Visual Compression
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Token-Efficient Long-Term Interest Sketching and Internalized Reasoning for LLM-based Recommendation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Eliminating VAE for Fast and High-Resolution Generative Detail Restoration
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Gradient-Aligned Calibration for Post-Training Quantization of Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FlowSearcher: Synthesizing Memory-Guided Agentic Workflows for Web Information Seeking
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MCP Security Bench (MSB): Benchmarking Attacks Against Model Context Protocol in LLM Agents
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Synergistic Benefits of Joint Molecule Generation and Property Prediction
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MIAM: Modality Imbalance-Aware Masking for Multimodal Ecological Applications
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Video-LevelGauge: Investigating Contextual Positional Bias in Video Language Models.
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
U-MARVEL: Unveiling Key Factors for Universal Multimodal Retrieval via Embedding Learning with MLLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Curvature-Guided Task Synergy for Skeleton based Temporal Action Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning from Historical Activations in Graph Neural Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Local Entropy Search over Descent Sequences for Bayesian Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CLEAR: Calibrated Learning for Epistemic and Aleatoric Risk
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Towards Greater Leverage: Scaling Laws for Efficient Mixture-of-Experts Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ArtVIP: Articulated Digital Assets of Visual Realism, Modular Interaction, and Physical Fidelity for Robot Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Benchmarking ECG Foundational Models: A Reality Check Across Clinical Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AutoCode: LLMs as Problem Setters for Competitive Programming
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AdaSpec: Adaptive Spectrum for Enhanced Node Distinguishability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning Dynamics of Logits Debiasing for Long-Tailed Semi-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SFT Doesn’t Always Hurt General Capabilities: Revisiting Domain-Specific Fine-Tuning in LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Video-GPT via Next Clip Diffusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
VLM-SubtleBench: How Far Are VLMs from Human-Level Subtle Comparative Reasoning?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MemGen: Weaving Generative Latent Memory for Self-Evolving Agents
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Detective SAM: Adaptive AI-Image Forgery Localization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MoMaGen: Generating Demonstrations under Soft and Hard Constraints for Multi-Step Bimanual Mobile Manipulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FlowAlign: Trajectory-Regularized, Inversion-Free Flow-based Image Editing
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
IC-Custom: Diverse Image Customization via In-Context Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DPQuant: Efficient and Private Model Training via Dynamic Quantization Scheduling
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
True Self-Supervised Novel View Synthesis is Transferable
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AlignFlow: Improving Flow-based Generative Models with Semi-Discrete Optimal Transport
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Predicting LLM Output Length via Entropy-Guided Representations
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Noise Tolerance of Distributionally Robust Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Rethinking Layer Relevance in Large Language Models Beyond Cosine Similarity
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Progressive Gaussian Transformer with Anisotropy-aware Sampling for Open Vocabulary Occupancy Prediction
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
In Good GRACES: Principled Teacher Selection for Knowledge Distillation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Probing in the Dark: State Entropy Maximization for POMDPs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Critique-Coder: Enhancing Coder Models by Critique Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AntigenLM: Structure-Aware DNA Language Modeling for Influenza
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Forget Many, Forget Right: Scalable and Precise Concept Unlearning in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Stretching Beyond the Obvious: A Gradient-Free Framework to Unveil the Hidden Landscape of Visual Invariance
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Reliable Probabilistic Forecasting of Irregular Time Series through Marginalization-Consistent Flows
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Latent-Guided Reasoning: Empowering Small LLMs with Large-Model Thinking
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FACT: a first-principles alternative to the Neural Feature Ansatz for how networks learn representations
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Cost-Aware Dynamic Tree Construction for Efficient Large Language Model Inference
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
One Model for All Tasks: Leveraging Efficient World Models in Multi-Task Planning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LLMs Process Lists With General Filter Heads
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Beyond Grid-Locked Voxels: Neural Response Functions for Continuous Brain Encoding
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Long-Text-to-Image Generation via Compositional Prompt Decomposition
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Talk, Evaluate, Diagnose: User-aware Agent Evaluation with Automated Error Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Unveiling Perceptual Artifacts: A Fine-Grained Benchmark for Interpretable AI-Generated Image Detection
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Query-Guided Spatial–Temporal–Frequency Interaction for Music Audio–Visual Question Answering
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Bridging Degradation Discrimination and Generation for Universal Image Restoration
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Operator Theory-Driven Autoformulation of MDPs for Control of Queueing Systems
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Causal Structure Learning in Hawkes Processes with Complex Latent Confounder Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Speech World Model: Causal State–Action Planning with Explicit Reasoning for Speech
[
OpenReview]
Blog Post Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Faster SVD via Accelerated Newton-Schulz Iteration
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Noisy but Valid: Robust Statistical Evaluation of LLMs with Imperfect Judges
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Precise and Interpretable Editing of Code Knowledge in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Understanding the Robustness of Distributed Self-Supervised Learning Frameworks Against Non-IID Data
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Towards Knowledge‑and‑Data‑Driven Organic Reaction Prediction: RAG‑Enhanced and Reasoning‑Powered Hybrid System with LLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LightMem: Lightweight and Efficient Memory-Augmented Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Sequences of Logits Reveal the Low Rank Structure of Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Dynamic Reflections: Probing Video Representations with Text Alignment
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Synthetic History: Evaluating Visual Representations of the Past in Diffusion Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
P$^2$-DPO:Grounding Hallucination in Perceptual Processing via Calibration Direct Preference Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Turbo-DDCM: Fast and Flexible Zero-Shot Diffusion-Based Image Compression
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Group-Normalized Implicit Value Optimization for Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AudioTrust: Benchmarking The Multifaceted Trustworthiness of Audio Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Enhancing Complex Symbolic Logical Reasoning of Large Language Models via Sparse Multi-Agent Debate
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Translating Flow to Policy via Hindsight Online Imitation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CryoSplat: Gaussian Splatting for Cryo-EM Homogeneous Reconstruction
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
From Utterance to Vividity: Training Expressive Subtitle Translation LLM via Adaptive Local Preference Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Text2Arch: A Dataset for Generating Scientific Architecture Diagrams from Natural Language Descriptions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Operator Learning with Domain Decomposition for Geometry Generalization in PDE Solving
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Online Decision Making with Generative Action Sets
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Scalable Chain of Thoughts via Elastic Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FineNib: A Query Synthesizer For Static Analysis of Security Vulnerabilities
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Error as Signal: Stiffness-Aware Diffusion Sampling via Embedded Runge-Kutta Guidance
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
NextQuill: Causal Preference Modeling for Enhancing LLM Personalization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
From Neural Networks to Logical Theories: The Correspondence between Fibring Modal Logics and Fibring Neural Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SysMoBench: Evaluating AI on Formally Specifying Complex Real-World Systems
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Plan-Answer-Refine-on-Graph: Structured Planning and Self-Refinement for Large Language Model Reasoning on Knowledge Graphs
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Null-Space Filtering for Data-free Continual Model Merging: Preserving Transparency, Promoting Fidelity
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
cadrille: Multi-modal CAD Reconstruction with Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Zero-Shot Adaptation of Behavioral Foundation Models to Unseen Dynamics
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Improving Reasoning for Diffusion Language Models via Group Diffusion Policy Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Gogo: Group-wise granularity-ordered codec for stable and efficient speech generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning Ising Models under Hard Constraints using One Sample
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ReCogDrive: A Reinforced Cognitive Framework for End-to-End Autonomous Driving
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ChemEval: A Multi-level and Fine-grained Chemical Capability Evaluation for Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GenDR: Lighten Generative Detail Restoration
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Algorithmic Guarantees for Distilling Supervised and Offline RL Datasets
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Toward Faithful Retrieval-Augmented Generation with Sparse Autoencoders
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Bridging the Distribution Gap to Harness Pretrained Diffusion Priors for Super-Resolution
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Pairwise is Not Enough: Hypergraph Neural Networks for Multi-Agent Pathfinding
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
REMem: Reasoning with Episodic Memory in Language Agent
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Amortising Inference and Meta-Learning Priors in Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Improving Discrete Diffusion Unmasking Policies Beyond Explicit Reference Policies
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
WeTok: Powerful Discrete Tokenization for High-Fidelity Visual Reconstruction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Towards Efficient Optimizer Design for LLM via Structured Fisher Approximation with a Low-Rank Extension
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Privacy Beyond Pixels: Latent Anonymization for Privacy-Preserving Video Understanding
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning Brain Representation with Hierachical Visual Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Any-step Generation via N-th Order Recursive Consistent Velocity Field Estimation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CUPID: A Plug-in Framework for Joint Aleatoric and Epistemic Uncertainty Estimation with a Single Model
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SONA: Learning Conditional, Unconditional, and Mismatching-Aware Discriminator
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GeoGramBench: Benchmarking the Geometric Program Reasoning in Modern LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PrismAudio: Decomposed Chain-of-Thought and Multi-dimensional Rewards for Video-to-Audio Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Scalable and Adaptive Trust-Region Learning via Projection Convex Hull
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PARD: Accelerating LLM Inference with Low‑Cost PARallel Draft Model Adaptation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A Block Coordinate Descent Method for Nonsmooth Composite Optimization under Orthogonality Constraints
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PALC: Preference Alignment via Logit Calibration
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Self-Improving Skill Learning for Robust Skill-based Meta-Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
xLSTM Scaling Laws: Competitive Performance with Linear Time-Complexity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
No Prompt Left Behind: Exploiting Zero-Variance Prompts in LLM Reinforcement Learning via Entropy-Guided Advantage Shaping
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ELLMob: Event-Driven Human Mobility Generation with Self-Aligned LLM Framework
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Adaptive Width Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Who Matters Matters: Agent-Specific Conservative Offline MARL
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Safety Instincts: LLMs Learn to Trust Their Internal Compass for Self-Defense
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CALM: Co-evolution of Algorithms and Language Model for Automatic Heuristic Design
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
End-to-end Listen, Look, Speak and Act
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Doctor-R1: Mastering Clinical Inquiry with Experiential Agentic Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Rethinking Data Curation in LLM Training: Online Reweighting Offers Better Generalization than Offline Methods
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Attend to the Active: Structure-Aware Dynamic Attention in LLMs for Compositional Instruction Following
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
VideoJudge: Bootstrapping Enables Scalable Supervision of MLLM-as-a-Judge for Video Understanding
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Variational Inference for Cyclic Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Concept-Aware Privacy Mechanisms for Defending Embedding Inversion Attacks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MMDuet2: Enhancing Proactive Interaction of Video MLLMs with Multi-Turn Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CubeBench: Diagnosing Interactive, Long-Horizon Physical Intelligence under Partial Observations
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TianQuan-S2S: A Subseasonal-to-Seasonal Global Weather Model via Incorporate Climatology State
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A Representer Theorem for Hawkes Processes via Penalized Least Squares Minimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Task-Adaptive Parameter-Efficient Fine-Tuning for Weather Foundation Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Virtual Community: An Open World for Humans, Robots, and Society
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Attention Sinks and Compression Valleys in LLMs are Two Sides of the Same Coin
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
T1: Tool-integrated Verification for Test-time Compute Scaling in Small Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Easier Painting Than Thinking: Can Text-to-Image Models Set the Stage, but Not Direct the Play?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Multi-turn Evaluation of Anthropomorphic Behaviours in Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
**TandemFoilSet**: Datasets for Flow Field Prediction of Tandem-Airfoil Through the Reuse of Single Airfoils
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Highly Efficient and Effective LLMs with Multi-Boolean Architectures
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MAS$^2$: Self-Generative, Self-Configuring, Self-Rectifying Multi-Agent Systems
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Beyond Prompt-Induced Lies: Investigating LLM Deception on Benign Prompts
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
vCache: Verified Semantic Prompt Caching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
$\ell_1$ Latent Distance based Continuous-time Graph Representation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ShapeGen4D: Towards High Quality 4D Shape Generation from Videos
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Chasing the Tail: Effective Rubric-based Reward Modeling for Large Language Model Post-Training
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Reevaluating Policy Gradient Methods for Imperfect-Information Games
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CircuitNet 3.0: A Multi-Modal Dataset with Task-Oriented Augmentation for AI-Driven Circuit Design
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SatDreamer360: Multiview-Consistent Generation of Ground-Level Scenes from Satellite Imagery
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Measuring Bias Amplification in Multi-Agent Systems with Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Sculpting Subspaces: Constrained Full Fine-Tuning in LLMs for Continual Learning
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Hedonic Neurons: A Mechanistic Mapping of Latent Coalitions in Transformer MLPs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PluriHarms: Benchmarking the Full Spectrum of Human Judgments on AI Harm
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Revisiting the Scaling Properties of Downstream Metrics in Large Language Model Training
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MIDAS: Multi-Image Dispersion and Semantic Reconstruction for Jailbreaking MLLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MLP Memory: A Retriever-Pretrained Memory for Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Enhancing Multi-Image Understanding through Delimiter Token Scaling
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SurfSplat: Conquering Feedforward 2D Gaussian Splatting with Surface Continuity Priors
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GHOST: Hallucination-Inducing Image Generation for Multimodal LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TRIDENT: Cross-Domain Trajectory Spatio-Temporal Representation via Distance-Preserving Triplet Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TimeSearch-R: Adaptive Temporal Search for Long-Form Video Understanding via Self-Verification Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Strict Subgoal Execution: Reliable Long-Horizon Planning in Hierarchical Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
From Sparse to Dense: Spatio-Temporal Fusion for Multi-View 3D Human Pose Estimation with DenseWarper
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
RankLLM: Weighted Ranking of LLMs by Quantifying Question Difficulty
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PERK: Long-Context Reasoning as Parameter-Efficient Test-Time Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Better Together: Leveraging Unpaired Multimodal Data for Stronger Unimodal Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Reliable Fine-Grained Evaluation of Natural Language Math Proofs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ChronoEdit: Towards Temporal Reasoning for In-Context Image Editing and World Simulation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Train on Validation (ToV): Fast data selection with applications to fine-tuning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Finite-Time Convergence Analysis of ODE-based Generative Models for Stochastic Interpolants
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Provably Tracking Equivalent Mechanistic Interpretations Across Neural Networks
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Mitigating Non-IID Drift in Zeroth-Order Federated LLM Fine-Tuning with Transferable Sparsity
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
One Demo Is All It Takes: Planning Domain Derivation with LLMs from A Single Demonstration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Incentivizing Consistent, Effective and Scalable Reasoning Capability in Audio LLMs via Reasoning Process Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
OmniText: A Training-Free Generalist for Controllable Text-Image Manipulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
RNE: plug-and-play diffusion inference-time control and energy-based training
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
OptimalThinkingBench: Evaluating Over and Underthinking in LLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Features Emerge as Discrete States: The First Application of SAEs to 3D Representations
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning Unified Representation of 3D Gaussian Splatting
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Frequency-Balanced Retinal Representation Learning with Mutual Information Regularization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Revisual-R1: Advancing Multimodal Reasoning From Optimized Cold Start to Staged Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
VisCoder2: Building Multi-Language Visualization Coding Agents
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Implicit Bias and Loss of Plasticity in Matrix Completion: Depth Promotes Low-Rankness
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Fair in Mind, Fair in Action? A Synchronous Benchmark for Understanding and Generation in UMLLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Parallel-R1: Towards Parallel Thinking via Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FrontierCO: Real-World and Large-Scale Evaluation of Machine Learning Solvers for Combinatorial Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MMTok: Multimodal Coverage Maximization for Efficient Inference of VLMs
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Riemannian Variational Flow Matching for Material and Protein Design
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Flow Along the $K$-Amplitude for Generative Modeling
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Predicting Training Re-evaluation Curves Enables Effective Data Curriculums for LLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ARM-FM: Automated Reward Machines via Foundation Models for Compositional Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
EMFuse: Energy-based Model Fusion for Decision Making
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ASIDE: Architectural Separation of Instructions and Data in Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GAVEL: Towards Rule-Based Safety through Activation Monitoring
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Generalization of Diffusion Models Arises with a Balanced Representation Space
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
STream3R: Scalable Sequential 3D Reconstruction with Causal Transformer
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DiscoX: Benchmarking Discourse-Level Translation in Expert Domains
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Credit-Budgeted ICPC-Style Coding: When LLM Agents Must Pay for Every Decision
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CaReBench: A Fine-grained Benchmark for Video Captioning and Retrieval
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Explain in Your Own Words: Improving Reasoning via Token-Selective Dual Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FROST: Filtering Reasoning Outliers with Attention for Efficient Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GhostEI-Bench: Do Mobile Agent Resilience to Environmental Injection in Dynamic On-Device Environments?
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Rethinking Expressivity and Degradation-Awareness in Attention for All-in-One Blind Image Restoration
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Bayesian Influence Functions for Hessian-Free Data Attribution
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Characterizing and Mitigating Reasoning Drift in Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
I-DRUID: Layout to image generation via instance-disentangled representation and unpaired data
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learnability and Privacy Vulnerability are Entangled in a Few Critical Weights
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Privacy-Protected Causal Survival Analysis Under Distribution Shift
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
INSTANT: Compressing Gradients and Activations for Resource-Efficient Training
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Riemannian Zeroth-Order Gradient Estimation with Structure-Preserving Metrics for Geodesically Incomplete Manifolds
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Regret-Guided Search Control for Efficient Learning in AlphaZero
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Query-Specific Causal Graph Pruning Under Tiered Knowledge
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
InnovatorBench: Evaluating Agents’ Ability to Conduct Innovative AI Research
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Latent Adaptation of Foundation Policies for Sim-to-Real Transfer
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ROC-n-reroll: How verifier imperfection affects test-time scaling
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DeNOTS: Stable Deep Neural ODEs for Time Series
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Flow of Spans: Generalizing Language Models to Dynamic Span-Vocabulary via GFlowNets
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Ada-Diffuser: Latent-Aware Adaptive Diffusion for Decision-Making
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Single Index Bandits: Generalized Linear Contextual Bandits with Unknown Reward Functions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Visual Self-Refine: A Pixel-Guided Paradigm for Accurate Chart Parsing
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Towards Anomaly-Aware Pre-Training and Fine-Tuning for Graph Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
You Point, I Learn: Online Adaptation of Interactive Segmentation Models for Handling Distribution Shifts in Medical Imaging
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GTM: A General Time-series Model for Enhanced Representation Learning of Time-Series data
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Early Signs of Steganographic Capabilities in Frontier LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Solving Parameter-Robust Avoid Problems with Unknown Feasibility using Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LumiTex: Towards High-Fidelity PBR Texture Generation with Illumination Context
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Improved $\ell_{p}$ Regression via Iteratively Reweighted Least Squares
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A Schrödinger Eigenfunction Method for Long-Horizon Stochastic Optimal Control
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CodeQuant: Unified Clustering and Quantization for Enhanced Outlier Smoothing in Low-Precision Mixture-of-Experts
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Unveiling the Potential of Diffusion Large Language Model in Controllable Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Enhanced Generative Model Evaluation with Clipped Density and Coverage
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CoLA: Co-Calibrated Logit Adjustment for Long-Tailed Semi-Supervised Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
VisionReasoner: Unified Reasoning-Integrated Visual Perception via Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Scalable Spatio-Temporal SE(3) Diffusion for Long-Horizon Protein Dynamics
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning AND–OR Templates for Compositional Representation in Art and Design
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Hippoformer: Integrating Hippocampus-inspired Spatial Memory with Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
WebArbiter: A Generative Reasoning Process Reward Model for Web Agents
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Boosting Open Set Recognition Performance through Modulated Representation Learning
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Tab-MIA: A Benchmark Dataset for Membership Inference Attacks on Tabular Data in LLMs
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Enough is as good as a feast: A Comprehensive Analysis of How Reinforcement Learning Mitigates Task Conflicts in LLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MENLO: From Preferences to Proficiency – Evaluating and Modeling Native-like Quality Across 47 Languages
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Unified Multi-Modal Interactive and Reactive 3D Motion Generation via Rectified Flow
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Goal Reaching with Eikonal-Constrained Hierarchical Quasimetric Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Random-projection ensemble dimension reduction
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
WebGen-Agent: Enhancing Interactive Website Generation with Multi-Level Feedback and Step-Level Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Emergence of Spatial Representation in an Actor-Critic Agent with Hippocampus-Inspired Sequence Generator
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Multi-Scale Diffusion-Guided Graph Learning with Power-Smoothing Random Walk Contrast for Multi-View Clustering
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
NeuralOS: Towards Simulating Operating Systems via Neural Generative Models
[
OpenReview]
Blog Post Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Budget Alignment: Making Models Reason in the User's Language
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A Bayesian Nonparametric Framework For Learning Disentangled Representations
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
What's In My Human Feedback? Learning Interpretable Descriptions of Preference Data
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Compositional-ARC: Assessing Systematic Generalization in Abstract Spatial Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Controllable First-Frame-Guided Video Editing via Mask-Aware LoRA Fine-Tuning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LaplacianFormer:Rethinking Linear Attention with Laplacian Kernel
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GraphOmni: A Comprehensive and Extensible Benchmark Framework for Large Language Models on Graph-theoretic Tasks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ActiveDPO: Active Direct Preference Optimization for Sample-Efficient Alignment
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SELF-HARMONY: LEARNING TO HARMONIZE SELF-SUPERVISION AND SELF-PLAY IN TEST-TIME REINFORCEMENT LEARNING
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Bridging Draft Policy Misalignment: Group Tree Optimization for Speculative Decoding
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Laplacian Multi-scale Flow Matching for Generative Modeling
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Reliable Poisoned Sample Detection against Backdoor Attacks Enhanced by Sharpness Aware Minimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Dens3R: A Foundation Model for 3D Geometry Prediction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Interleave-VLA: Enhancing Robot Manipulation with Image-Text Interleaved Instructions
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
VisualPRM400K: An Effective Dataset for Training Multimodal Process Reward Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
COSMO-INR: Complex Sinusoidal Modulation for Implicit Neural Representations
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
How does the optimizer implicitly bias the model merging loss landscape?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Echo: Towards Advanced Audio Comprehension via Audio-Interleaved Reasoning
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
From Concepts to Components: Concept-Agnostic Attention Module Discovery in Transformers
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Long Chain-of-Thought Reasoning Across Languages
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
The Ideation-Execution Gap: Execution Outcomes of LLM-Generated versus Human Research Ideas
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Joint Selection for Large-Scale Pre-Training Data via Policy Gradient-based Mask Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Model-Guided Microstimulation Steers Primate Visual Behavior
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
On learning linear dynamical systems in context with attention layers
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TAPTRv3: Spatial and Temporal Context Foster Robust Tracking of Any Point in Long Video
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CORE: Concept-Oriented Reinforcement for Bridging the Definition–Application Gap in Mathematical Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Finite-Time Analysis of Actor-Critic Methods with Deep Neural Network Approximation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SIPDO: Closed-Loop Prompt Optimization via Synthetic Data Feedback
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ChronoPlay: A Framework for Modeling Dual Dynamics and Authenticity in Game RAG Benchmarks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
On the Computational Limits of AI4S-RL : A Unified $\varepsilon$-$N$ Analysis
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LD-MoLE: Learnable Dynamic Routing for Mixture of LoRA Experts
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Derandomized Online-to-Non-convex Conversion for Stochastic Weakly Convex Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Overshoot and Shrinkage in Classifier-Free Guidance: From Theory to Practice
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Unveiling Downstream Performance Scaling of LLMs: A Clustering-Based Perspective
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Membrane Potential Perturbation Dynamic Is Total Variation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A Joint Diffusion Model with Pre-Trained Priors for RNA Sequence–Structure Co-Design
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Multi-LLM Adaptive Conformal Inference for Reliable LLM Response
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Statistical Advantage of Softmax Attention: Insights from Single-Location Regression
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Conditional Independent Component Analysis For Estimating Causal Structure with Latent Variables
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Towards Safe Reasoning in Large Reasoning Models via Corrective Intervention
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Sample Smart, Not Hard: Correctness-First Decoding for Better Reasoning in LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Steering Autoregressive Music Generation with Recursive Feature Machines
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Pixel-Level Residual Diffusion Transformer: Scalable 3D CT Volume Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
WARC-Bench: Web Archive based Benchmark for GUI Subtask Executions
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Self-Evolving Vision-Language Models for Image Quality Assessment via Voting and Ranking
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FlowCast: Trajectory Forecasting for Scalable Zero-Cost Speculative Flow Matching
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Rote Learning Considered Useful: Generalizing over Memorized Data in LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FSD-CAP: Fractional Subgraph Diffusion with Class-Aware Propagation for Graph Feature Imputation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Compose Your Policies! Improving Diffusion-based or Flow-based Robot Policies via Test-time Distribution-level Composition
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Fine-Grained Privacy Extraction from Retrieval-Augmented Generation Systems by Exploiting Knowledge Asymmetry
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Test-Time Training Done Right
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Token-Importance Guided Direct Preference Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GDR-learners: Orthogonal Learning of Generative Models for Potential Outcomes
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Quantitative Bounds for Length Generalization in Transformers
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Towards Dynamic Interleaving Optimizers
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Bi-Lipschitz Autoencoder With Injectivity Guarantee
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PEERING INTO THE UNKNOWN: ACTIVE VIEW SELECTION WITH NEURAL UNCERTAINTY MAPS FOR 3D RECONSTRUCTION
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Tucker-FNO: Tensor Tucker-Fourier Neural Operator and its Universal Approximation Theory
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
General Exploratory Bonus for Optimistic Exploration in RLHF
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Temporal Test-Time Adaptation with State-Space Models
[
Poster]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MobileIPL: Enhancing Mobile Agents Thinking Process via Iterative Preference Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SpatiaLab: Can Vision–Language Models Perform Spatial Reasoning in the Wild?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Self-Aligned Reward: Towards Effective and Efficient Reasoners
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Autoencoding-Free Context Compression for LLMs via Contextual Semantic Anchors
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Rethinking Radiology Report Generation: From Narrative Flow to Topic-Guided Findings
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Lipschitz Bandits with Stochastic Delayed Feedback
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
How Do Transformers Learn to Associate Tokens: Gradient Leading Terms Bring Mechanistic Interpretability
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Adaptive Concept Discovery for Interpretable Few-Shot Text Classification
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TS-DDAE: A novel Temporal-Spectral Denoising Diffusion AutoEncoder for Wireless Signal Recognition Model Pre-training
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Image Inpainting with Preference Alignment
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Robust Adversarial Quantification via Conflict-Aware Evidential Deep Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Reinforced Latent Reasoning for LLM-based Recommendation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DeepSADR: Deep Transfer Learning with Subsequence Interaction and Adaptive Readout for Cancer Drug Response Prediction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Large Language Model Compression with Global Rank and Sparsity Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Q-RAG: Long Context Multi‑Step Retrieval via Value‑Based Embedder Training
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
NeoBERT: A Next Generation BERT
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Deep-ICE: The first globally optimal algorithm for empirical risk minimization of two-layer maxout and ReLU networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Task-Agnostic Amortized Multi-Objective Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
RoboPARA: Dual-Arm Robot Planning with Parallel Allocation and Recomposition Across Tasks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Accelerating Diffusion Large Language Models with SlowFast Sampling: The Three Golden Principles
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Action-Guided Attention for Video Action Anticipation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TokUR: Token-Level Uncertainty Estimation for Large Language Model Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
VideoMathQA: Benchmarking Mathematical Reasoning via Multimodal Understanding in Video
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Measuring the Intrinsic Dimension of Earth Representations
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Robust Fine-Tuning from Non-Robust Pretrained Models: Mitigating Suboptimal Transfer With Epsilon-Scheduling
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
D-AR: Diffusion via Autoregressive Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A Problem-Oriented Perspective and Anchor Verification for Code Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ST-HHOL: Spatio-Temporal Hierarchical Hypergraph Online Learning for Crime Prediction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SupCLAP: Controlling Optimization Trajectory Drift in Audio-Text Contrastive Learning with Support Vector Regularization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
REAL: Reading Out Transformer Activations for Precise Localization in Language Model Steering
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Matching without Group Barrier for Heterogeneous Treatment Effect Estimation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Enhancing Image-Conditional Coverage in Segmentation: Adaptive Thresholding via Differentiable Miscoverage Loss
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Micro-Macro Coupled Koopman Modeling on Graph for Traffic Flow Prediction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SealQA: Raising the Bar for Reasoning in Search-Augmented Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Understanding and Improving Hyperbolic Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Stage-wise Dynamics of Classifier-Free Guidance in Diffusion Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Efficient Audio-Visual Speech Separation with Discrete Lip Semantics and Multi-Scale Global-Local Attention
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Dynamics-Predictive Sampling for Active RL Finetuning of Large Reasoning Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Long-Context Attention Benchmark: From Kernel Efficiency to Distributed Context Parallelism
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Attention as a Compass: Efficient Exploration for Process-Supervised RL in Reasoning Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Foresight Diffusion: Improving Sampling Consistency in Predictive Diffusion Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LLM-Guided Evolutionary Program Synthesis for Quasi-Monte Carlo Design
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
An Information-Theoretical Framework For Optimizing Experimental Design To Distinguish Probabilistic Neural Codes
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Knowledgeable Language Models as Black-Box Optimizers for Personalized Medicine
[
Slides]
[
Poster]
[
OpenReview]
Blog Post Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
The human knowledge loophole in the 'bitter lesson' for LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Automata Learning and Identification of the Support of Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Robust Preference Alignment via Directional Neighborhood Consensus
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Distributed Algorithms for Euclidean Clustering
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
QLIP: A Dynamic Quadtree Vision Prior Enhances MLLM Performance Without Retraining
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LatentQA: Teaching LLMs to Decode Activations Into Natural Language
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Pretraining Scaling Laws for Generative Evaluations of Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Cache-to-Cache: Direct Semantic Communication Between Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Theory of Scaling Laws for In-Context Regression: Depth, Width, Context and Time
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Conditioned Initialization for Attention
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
$\mathbf{Li_2}$: A Framework on Dynamics of Feature Emergence and Delayed Generalization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Content-Aware Mamba for Learned Image Compression
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SNaX: sparse narrow accelerated mixture of experts
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Scalable Random Wavelet Features: Efficient Non-Stationary Kernel Approximation with Convergence Guarantees
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Analyzing and Evaluating Unbiased Language Model Watermark
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Proximal Diffusion Neural Sampler
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Fewer Battles, More Gain: An Information-Efficient Framework for Arena-based LLM Evaluation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Enforcing Axioms for AI Alignment under Loss-Based Rules
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Nearly Space-Optimal Graph and Hypergraph Sparsification in Insertion-Only Data Streams
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Towards True Speech-to-Speech Models Without Text Guidance
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World Tasks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TSM-Bench: Detecting LLM-Generated Text in Real-World Wikipedia Editing Practices
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
How Transformers Learn Causal Structures In-Context: Explainable Mechanism Meets Theoretical Guarantee
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Point Prompting: Counterfactual Tracking with Video Diffusion Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
OmniNav: A Unified Framework for Prospective Exploration and Visual-Language Navigation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Rethinking LLM Evaluation: Can We Evaluate LLMs with 200× Less Data?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Efficient Quantization of Mixture-of-Experts with Theoretical Generalization Guarantees
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
villa-X: Enhancing Latent Action Modeling in Vision-Language-Action Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AutoDrive-R²: Incentivizing Reasoning and Self-Reflection Capacity for VLA Model in Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Representational Alignment Across Model Layers and Brain Regions with Hierarchical Optimal Transport
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CGSA: Class-Guided Slot-Aware Adaptation for Source-Free Object Detections
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SceneTransporter: Optimal Transport-Guided Compositional Latent Diffusion for Single-Image Structured 3D Scene Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Best-of-N through the Smoothing Lens: KL Divergence and Regret Analysis
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Sparse Autoencoders Trained on the Same Data Learn Different Features
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A Convergence Analysis of Adaptive Optimizers under Floating-point Quantization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Discrete Diffusion for Reflective Vision-Language-Action Models in Autonomous Driving
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DrugTrail: Explainable Drug Discovery via Structured Reasoning and Druggability‑Tailored Preference Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TRAJECT-Bench:A Trajectory-Aware Benchmark for Evaluating Agentic Tool Use
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning under Quantization for High-Dimensional Linear Regression
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FlashDLM: Accelerating Diffusion Language Model Inference via Efficient KV Caching and Guided Diffusion
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FutureMind: Equipping Small Language Models with Strategic Thinking-Pattern Priors via Adaptive Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Gumbel Distillation for Parallel Text Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Towards Prompt-Robust Machine-Generated Text Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
From Observations to Events: Event-Aware World Models for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Vulcan: Crafting Compact Class-Specific Vision Transformers For Edge Intelligence
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
EarthSE: A Benchmark Evaluating Earth Scientific Exploration Capability for Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Out of the Memory Barrier: A Highly Memory-Efficient Training System for LLMs with Million-Token Contexts
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Efficient Benchmarking of Functional Connectivity Modeling via Structure-aware Core-set Selection
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Stable and Scalable Deep Predictive Coding Networks with Meta Prediction Errors
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GuirlVG: Incentivize GUI Visual Grounding via Empirical Exploration on Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning Dynamic Causal Graphs Under Parametric Uncertainty via Polynomial Chaos Expansions
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Toward Complex-Valued Neural Networks for Waveform Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AssetFormer: Modular 3D Assets Generation with Autoregressive Transformer
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Unlocking the Essence of Beauty: Advanced Aesthetic Reasoning with Relative-Absolute Policy Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Shift-Tolerant Allocation via Black-Litterman Using Conditional Diffusion Estimates
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Method
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning Massively Multitask World Models for Continuous Control
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GRAM-DTI: Adaptive Multimodal Representation Learning for Drug–Target Interaction Prediction
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
HDR-4DGS: High Dynamic Range 4D Gaussian Splatting from Alternating-exposure Monocular Videos
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
When Thinking Backfires: Mechanistic Insights into Reason-induced Misalignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Uncertainty-Aware 3D Reconstruction for Dynamic Underwater Scenes
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Lookup multivariate Kolmogorov-Arnold Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AI-for-Science Low-code Platform with Bayesian Adversarial Multi-Agent Framework
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
S$^2$-Guidance: Stochastic Self-Guidance for Training-Free Enhancement of Diffusion Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FlowGen: Synthesizing Diverse Flowcharts to Enhance and Benchmark MLLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AutoMetrics: Approximate Human Judgments with Automatically Generated Evaluators
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Flow Caching for Autoregressive Video Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Efficient Adversarial Attacks on High-dimensional Offline Bandits
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning to summarize user information for personalized reinforcement learning from human feedback
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Pretraining with hierarchical memories: separating long-tail and common knowledge
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
The Coverage Principle: How Pre-Training Enables Post-Training
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TAO-Attack: Toward Advanced Optimization-Based Jailbreak Attacks for Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Reasoning as Representation: Rethinking Visual Reinforcement Learning in Image Quality Assessment
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MoGA: Mixture-of-Groups Attention for End-to-End Long Video Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ResT: Reshaping Token-Level Policy Gradients for Tool-Use Large Language Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
STVG-R1: Incentivizing Instance-Level Reasoning and Grounding in Videos via Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Depth Anything 3: Recovering the Visual Space from Any Views
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PepBenchmark: A Standardized Benchmark for Peptide Machine Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Bradley-Terry and Multi-Objective Reward Modeling Are Complementary
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Differentiable Simulation of Hard Contacts with Soft Gradients for Learning and Control
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
STEDiff: Revealing the Spatial and Temporal Redundancy of Backdoor Attacks in Text-to-Image Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PT$^2$-LLM: Post-Training Ternarization for Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MaskCO: Masked Generation Drives Effective Representation Learning and Exploiting for Combinatorial Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FedOpenMatch: Towards Semi-Supervised Federated Learning in Open-Set Environments
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning Admissible Heuristics for A*: Theory and Practice
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Multi-Agent Guided Policy Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TINY BUT MIGHTY: A SOFTWARE-HARDWARE CO- DESIGN APPROACH FOR EFFICIENT MULTIMODAL IN- FERENCE ON BATTERY-POWERED SMALL DEVICES
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Scaling Generalist Data-Analytic Agents
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
RAP: 3D Rasterization Augmented End-to-End Planning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Graph Random Features for Scalable Gaussian Processes
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Fast Data Mixture Optimization via Gradient Descent
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Diffusion Blend: Inference-Time Multi-Preference Alignment for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
IndicVisionBench: Benchmarking Cultural and Multilingual Understanding in VLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Planning with an Embodied Learnable Memory
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CIMemories: A Compositional Benchmark For Contextual Integrity In LLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Routing Matters in MoE: Scaling Diffusion Transformers with Explicit Routing Guidance
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Front-Loading Reasoning: The Synergy between Pretraining and Post-Training Data
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Tools are under-documented: Simple Document Expansion Boosts Tool Retrieval
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Tokenizing Single-Channel EEG with Time-Frequency Motif Learning
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
The Overthinking Predicament: When Reasoning Hurts Ranking
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Aurora: Towards Universal Generative Multimodal Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ABBA-Adapters: Efficient and Expressive Fine-Tuning of Foundation Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Random Controlled Differential Equations
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Detect, Decide, Unlearn: A Transfer-Aware Framework for Continual Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Critical attention scaling in long-context transformers
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A Brain-Inspired Gating Mechanism Unlocks Robust Computation in Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
High-dimensional Analysis of Synthetic Data Selection
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Quagmires in SFT-RL Post-Training: When High SFT Scores Mislead and What to Use Instead
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
IVEBench: Modern Benchmark Suite for Instruction-Guided Video Editing Assessment
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Efficient Zero-shot Inpainting with Decoupled Diffusion Guidance
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
WaterDrum: Watermark-based Data-centric Unlearning Metric
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning Koopman Representations with Controllability Guarantees
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Vlaser: Vision-Language-Action Model with Synergistic Embodied Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AdS-GNN - a Conformally Equivariant Graph Neural Network
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Provably Accelerated Imaging with Restarted Inertia and Score-based Image Priors
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CAGE: A Framework for Culturally Adaptive Red-Teaming Benchmark Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Diagnosing and Improving Diffusion Models by Estimating Optimal Loss Value
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Scalable Second-order Riemannian Optimization for $K$-means Clustering
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ExGRPO: Learning to Reason from Prior Successes
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Uncovering Semantic Selectivity of Latent Groups in Higher Visual Cortex with Mutual Information-Guided Diffusion
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GOT-Edit: Geometry-Aware Generic Object Tracking via Online Model Editing
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Nonparametric Contextual Online Bilateral Trade
[
OpenReview]
Blog Post Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Understanding and Fixing Bottlenecks in State Space Models: What Recency and Over-Smoothing Tell Us
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Steering and Rectifying Latent representation manifolds in Frozen Multi-modal LLMs for Video Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Label Smoothing Improves Machine Unlearning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Towards Understanding Valuable Preference Data for Large Language Model Alignment
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Scaling Group Inference for Diverse and High-Quality Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A General Spatio-Temporal Backbone with Scalable Contextual Pattern Bank for Urban Continual Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Time-To-Inconsistency: A Survival Analysis of Large Language Model Robustness to Adversarial Attacks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Regulating Internal Evidence Flows for Robust Learning Under Spurious Correlations
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
RD-HRL: Generating Reliable Sub-Goals for Long-Horizon Sparse-Reward Tasks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
NC-Bench and NCfold: A Benchmark and Closed-Loop Framework for RNA Non-Canonical Base-Pair Prediction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Omni-iEEG: A Large-Scale, Comprehensive iEEG Dataset and Benchmark for Epilepsy Research
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Reducing information dependency does not cause training data privacy. Adversarially non-robust features do.
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Seeing Through Words: Controlling Visual Retrieval Quality with Language
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
KDP: Simplifying Representation Dynamics in Kernel Space
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Debugging Concept Bottleneck Models through Removal and Retraining
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Riemannian High-Order Pooling for Brain Foundation Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DVLA-RL: Dual-Level Vision–Language Alignment with Reinforcement Learning Gating for Few-Shot Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Locally Subspace-Informed Neural Operators for Efficient Multiscale PDE Solving
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Memento: Toward an All-Day Proactive Assistant for Ultra-Long Streaming Video
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GeoDiv: Framework for Measuring Geographical Diversity in Text-to-Image Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Graph Representational Learning: When Does More Expressivity Hurt Generalization?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
How Reliable is Language Model Micro-Benchmarking?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Lost in the Non-convex Loss Landscape: How to Fine-tune the Large Time Series Model?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Composite Optimization with Error Feedback: the Dual Averaging Approach
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Autoregressive Visual Decoding from EEG Signals
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SPACeR: Self-Play Anchoring with Centralized Reference Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning to Parallel: Accelerating Diffusion Large Language Models via Adaptive Parallel Decoding
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
UltraLLaDA: Scaling the Context Length to 128K for Diffusion Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LFQA-E: Carefully Benchmarking Long-form QA Evaluation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FETAL-GAUGE: A BENCHMARK FOR ASSESSING VISION-LANGUAGE MODELS IN FETAL ULTRASOUND
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
XQC: Well-conditioned Optimization Accelerates Deep Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LearnIR: Learnable Posterior Sampling for Real-World Image Restoration
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PonderLM: Pretraining Language Models to Ponder in Continuous Space
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Cross-ControlNet: Training-Free Fusion of Multiple Conditions for Text-to-Image Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TTS Can Speak in Any Style with Any Voice
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Does Weak-to-strong Generalization Happen under Spurious Correlations?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Unleashing Scientific Reasoning for Bio-experimental Protocol Generation via Structured Component-based Reward Mechanism
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FlowAD: Ego-Scene Interactive Modeling for Autonomous Driving
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Understanding and Relaxing the Limitations of Transformers for Linear Algebra
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
gen2seg: Generative Models Enable Generalizable Instance Segmentation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MVCustom: Multi-View Customized Diffusion via Geometric Latent Rendering and Completion
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
The Potential of Second-Order Optimization for LLMs: A Study with Full Gauss-Newton
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DA$^2$: Depth Anything in Any Direction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Token-Guard: Towards Token-Level Hallucination Control via Self-Checking Decoding
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Hidden Patterns in Chain-of-Thought Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TrajTok: What makes for a good trajectory tokenizer in behavior generation?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Diffusion Models as Dataset Distillation Priors
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FastVGGT: Fast Visual Geometry Transformer
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Mitigating the Safety Alignment Tax with Null-Space Constrained Policy Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Emergent Discrete Controller Modules for Symbolic Planning in Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Beyond Distributions: Geometric Action Control for Continuous Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Prior-free Tabular Test-time Adaptation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Sheaves Reloaded: A Direction Awakening
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Dynamic Classifier-Free Diffusion Guidance via Online Feedback
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FSPO: Few-Shot Optimization of Synthetic Preferences Effectively Personalizes to Real Users
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Remaining-data-free Machine Unlearning by Suppressing Sample Contribution
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Spectral Bellman Method: Unifying Representation and Exploration in RL
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Breaking the SFT Plateau: Multimodal Structured Reinforcement Learning for Chart-to-Code Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
$\pi^3$: Permutation-Equivariant Visual Geometry Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Fisher-Rao Sensitivity for Out-of-Distribution Detection in Deep Neural Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
On the Generalization Capacities of MLLMs for Spatial Intelligence
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Supervised Fine-Tuning or Contrastive Learning? Towards Better Multimodal LLM Reranking
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Controllable Exploration in Hybrid-Policy RLVR for Multi-Modal Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Topology-Preserved Auto-regressive Mesh Generation in the Manner of Weaving Silk
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MemoryVLA: Perceptual-Cognitive Memory in Vision-Language-Action Models for Robotic Manipulation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
KBVQ-MoE: KLT-guided SVD with Bias-Corrected Vector Quantization for MoE Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LipNeXt: Scaling up Lipschitz-based Certified Robustness to Billion-parameter Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
From Markov to Laplace: How Mamba In-Context Learns Markov Chains
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SliderQuant: Accurate Post-Training Quantization for LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Flow Autoencoders are Effective Protein Tokenizers
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Fine-Grained Activation Steering: Steering Less, Achieving More
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Mixture-of-World Models: Scaling Multi-Task Reinforcement Learning with Modular Latent Dynamics
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AC-Foley: Reference-Audio-Guided Video-to-Audio Synthesis with Acoustic Transfer
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CoPRS: Learning Positional Prior from Chain-of-Thought for Reasoning Segmentation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Reducing Contextual Stochastic Bilevel Optimization via Structured Function Approximation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Think Then Embed: Generative Context Improves Multimodal Embedding
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Beyond Outliers: A Study of Optimizers Under Quantization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Fixing the Broken Compass: Diagnosing and Improving Inference-Time Reward Modeling
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ParaS2S: Benchmarking and Aligning Spoken Language Models for Paralinguistic-aware Speech-to-Speech Interaction
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Reasoning without Training: Your Base Model is Smarter Than You Think
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Time Optimal Execution of Action Chunk Policies Beyond Demonstration Speed
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Discounted Online Convex Optimization: Uniform Regret Across a Continuous Interval
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Provably Explaining Neural Additive Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Veritas: Generalizable Deepfake Detection via Pattern-Aware Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Bridging Past and Future: Distribution-Aware Alignment for Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Score-Based Density Estimation from Pairwise Comparisons
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Exploring the Potential of Encoder-free Architectures in 3D LMMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Emergent Dexterity Via Diverse Resets and Large-Scale Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PolicyFlow: Policy Optimization with Continuous Normalizing Flow in Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
RCPU: Rotation-Constrained Error Compensation for Structured Pruning of a Large Language Model
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Variational Autoencoding Discrete Diffusion with Enhanced Dimensional Correlations Modeling
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Continual Unlearning for Text-to-Image Diffusion Models: A Regularization Perspective
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Rethinking LLM Reasoning: From Explicit Trajectories to Latent Representations
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Modal Aphasia: Can Unified Multimodal Models Describe Images From Memory?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
REA-RL: Reflection-Aware Online Reinforcement Learning for Efficient Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Does “Do Differentiable Simulators Give Better Policy Gradients?” Give Better Policy Gradients?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
JAPAN: Joint Adaptive Prediction Areas with Normalising Flow
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Motion-R1: Enhancing Motion Generation with Decomposed Chain-of-Thought and RL Binding
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Stroke3D: Lifting 2D strokes into rigged 3D model via latent diffusion models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A Derandomization Framework for Structure Discovery: Applications in Neural Networks and Beyond
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Towards Reliable Detection of Empty Space: Conditional Marked Point Processes for Object Detection
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
UniFlow: A Unified Pixel Flow Tokenizer for Visual Understanding and Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Text-to-3D by Stitching a Multi-view Reconstruction Network to a Video Generator
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Towards Multimodal Time Series Anomaly Detection with Semantic Alignment and Condensed Interaction
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Alignment-Enhanced Integration of Connectivity and Spectral Sparse in Dynamic Sparse Training of LLM
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Leveraging Explanation to Improve Generalization of Meta Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
NurValues: Real-World Nursing Values Evaluation for Large Language Models in Clinical Context
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DuPO: Enabling Reliable Self-Verification via Dual Preference Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Expert Merging in Sparse Mixture of Experts with Nash Bargaining
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Efficient Best-of-Both-Worlds Algorithms for Contextual Combinatorial Semi-Bandits
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A Structured, Tagged, and Localized Visual Question Answering Dataset with Full Sentence Answers and Scene Graphs for Chest X-ray Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TokMem: Tokenized Procedural Memory for Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Spilled Energy in Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Vision-Language-Action Instruction Tuning: From Understanding to Manipulation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Latent Denoising Makes Good Visual Tokenizers
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Benchmarking Stochastic Approximation Algorithms for Fairness-Constrained Training of Deep Neural Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
BiasBusters: Uncovering and Mitigating Tool Selection Bias in Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Story-Iter: A Training-free Iterative Paradigm for Long Story Visualization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Joint Distillation for Fast Likelihood Evaluation and Sampling in Flow-based Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Supporting High-Stakes Decision Making Through Interactive Preference Elicitation in the Latent Space
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
G4Splat: Geometry-Guided Gaussian Splatting with Generative Prior
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Negotiated Reasoning: On Provably Addressing Relative Over-Generalization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CellAgent: LLM-Driven Multi-Agent Framework for Natural Language-Based Single-Cell Analysis
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LoRA-S: An Efficient Low Rank Adaptation scheme via Sylvester equation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Joint Adaptation of Uni-modal Foundation Models for Multi-modal Alzheimer's Disease Diagnosis
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
The Open Proof Corpus: A Large-Scale Study of LLM-Generated Mathematical Proofs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AetherCode: Evaluating LLMs’ Ability to Win In Premier Programming Competitions
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LLMs Get Lost In Multi-Turn Conversation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Mod-Adapter: Tuning-Free and Versatile Multi-concept Personalization via Modulation Adapter
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A Recovery Guarantee for Sparse Neural Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
OmniSTVG: Toward Spatio-Temporal Omni-Object Video Grounding
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PoinnCARE: Hyperbolic Multi-Modal Learning for Enzyme Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Beyond Scattered Acceptance: Fast and Coherent Inference for DLMs via Longest Stable Prefixes
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GOLDILOCS: GENERAL OBJECT-LEVEL DETECTION AND LABELING OF CHANGES IN SCENES
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Fair Decision Utility in Human-AI Collaboration: Interpretable Confidence Adjustment for Humans with Cognitive Disparities
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Unleashing Perception-Time Scaling to Multimodal Reasoning Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AdAEM: An Adaptively and Automated Extensible Evaluation Method of LLMs' Value Difference
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Test-time Domain Generalization for Image Super-resolution
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MSCR: Exploring the Vulnerability of LLMs’ Mathematical Reasoning Abilities Using Multi-Source Candidate Replacement
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LDT: Layer-Decomposition Training Makes Networks More Generalizable
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
When Foundation Models are One-Liners: Limitations and Future Directions for Time Series Anomaly Detection
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MoDr: Mixture-of-Depth-Recurrent Transformers for Test-Time Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PTQ4ARVG: Post-Training Quantization for AutoRegressive Visual Generation Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CoRA: Boosting Time Series Foundation Models for Multivariate Forecasting through Correlation-aware Adapter
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
HeuriGym: An Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Temporal Sparse Autoencoders: Leveraging the Sequential Nature of Language for Interpretability
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Understanding Task Vectors in In-Context Learning: Emergence, Functionality, and Limitations
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
When Machine Learning Gets Personal: Evaluating Prediction and Explanation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Understanding Collaboration Mechanism In VAE Recommender Systems
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TimeSeriesExamAgent: Creating TimeSeries Reasoning Benchmarks at Scale
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ES-dLLM: Efficient Inference for Diffusion Large Language Models by Early-Skipping
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SigmaDock: Untwisting Molecular Docking with Fragment-Based SE(3) Diffusion
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FlexProtein: Joint Sequence and Structure Pretraining for Protein Modeling
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Weight-Space Linear Recurrent Neural Networks
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Dual-Kernel Adapter: Expanding Spatial Horizons for Data-Constrained Medical Image Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PerfGuard: A Performance-Aware Agent for Visual Content Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Three Forward, One Backward: Memory-Efficient Full-Rank Fine-Tuning of Large Models via Extra Forward Passes
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SHAPO: Sharpness-Aware Policy Optimization for Safe Exploration
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Breaking Scale Anchoring: Frequency Representation Learning for Accurate High-Resolution Inference from Low-Resolution Training
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Neural+Symbolic Approaches for Interpretable Actor-Critic Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Unified Biomolecular Trajectory Generation via Pretrained Variational Bridge
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Joint Discriminative-Generative Modeling via Dual Adversarial Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
THEMIS: Towards Holistic Evaluation of MLLMs for Scientific Paper Fraud Forensics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Test-Time Efficient Pretrained Model Portfolios for Time Series Forecasting
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Multimodal Policy Internalization for Conversational Agents
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
VEAttack: Downstream-agnostic Vision Encoder Attack against Large Vision Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Riemannian Optimization on Relaxed Indicator Matrix Manifold
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
How Catastrophic is Your LLM? Certifying Risk in Conversation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Spotlight on Token Perception for Multimodal Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ON THE ROLE OF IMPLICIT REGULARIZATION OF STOCHASTIC GRADIENT DESCENT IN GROUP ROBUSTNESS
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CyclicReflex: Improving Reasoning Models via Cyclical Reflection Token Scheduling
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning from Noisy Preferences: A Semi-Supervised Learning Approach to Direct Preference Optimization
[
OpenReview]
Blog Post Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Probabilistic Circuits for Uncertainty Quantification
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Provable Separations between Memorization and Generalization in Diffusion Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Stability Under Scrutiny: Benchmarking Representation Paradigms for Online HD Mapping
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Hybrid Deep Searcher: Scalable Parallel and Sequential Search Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Entropic Confinement and Mode Connectivity in Overparameterized Neural Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Carré du champ flow matching: better quality-generalisation tradeoff in generative models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CoFact: Conformal Factuality Guarantees for Language Models under Distribution Shift
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Semantic Uncertainty Quantification of Hallucinations in LLMs: A Quantum Tensor Network Based Method
[
Poster]
[
OpenReview]
Blog Post Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning to Maximize Rewards via Reaching Goals
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
NExT-OMNI: Towards Any-to-Any Omnimodal Foundation Models with Discrete Flow Matching
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Culture In a Frame: C$^3$B as a Comic-Based Benchmark for Multimodal Culturally Awareness
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
M4PQA: A Comprehensive QA Dataset for AI Research with Instance-Level Evaluation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GradPCA: Leveraging NTK Alignment for Reliable Out-of-Distribution Detection
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Is it Thinking or Cheating? Detecting Implicit Reward Hacking by Measuring Reasoning Effort
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Rex-Thinker: Grounded Object Referring via Chain-of-Thought Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Influence without Confounding: Causal Discovery from Temporal Data with Long-term Carry-over Effects
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MergeTune: Continued Fine-Tuning of Vision-Language Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Can LLMs Reason Soundly in Law? Auditing Inference Patterns for Legal Judgment
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Hyperspherical Latents Improve Continuous-Token Autoregressive Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Manipulation as in Simulation: Enabling Accurate Geometry Perception in Robots
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Taming Hierarchical Image Coding Optimization: A Spectral Regularization Perspective
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
EmotionThinker: Prosody-Aware Reinforcement Learning for Explainable Speech Emotion Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Steerable Adversarial Scenario Generation through Test-Time Preference Alignment
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Gradient-Based Program Synthesis with Neurally Interpreted Languages
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FlashVID: Efficient Video Large Language Models via Training-free Tree-based Spatiotemporal Token Merging
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Fastcar: Cache Attentive Replay for Fast Auto-Regressive Video Generation on the Edge
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
HiPRAG: Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LoopFormer: Elastic-Depth Looped Transformers for Latent Reasoning via Shortcut Modulation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DepthLM: Metric Depth from Vision Language Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Soft Quality-Diversity Optimization
[
Poster]
[
OpenReview]
Blog Post Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Dissecting Non-Determinism in Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Fractional-Order Spiking Neural Network
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CIAR: Interval-based Collaborative Decoding for Image Generation Acceleration
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GRACE: Generative Representation Learning via Contrastive Policy Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
UltraViCo: Breaking Extrapolation Limits in Video Diffusion Transformers
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Mapping Overlaps in Benchmarks through Perplexity in the Wild
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GRL-SNAM: Geometric Reinforcement Learning with Differential Hamiltonians for Navigation and Mapping in Unknown Environments
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Synthesizing High-Quality Visual Question Answering from Medical Documents with Generator-Verifier LMMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
STRONGER TOGETHER: ON-POLICY REINFORCEMENT LEARNING FOR COLLABORATIVE LLMS
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Lost in Tokenization: Context as the Key to Unlocking Biomolecular Understanding in Scientific LLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Native Adaptive Solution Expansion for Diffusion-based Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Differentially Private Domain Discovery
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Latent Geometry-Driven Network Automata for Complex Network Dismantling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PRISM: Partial-label Relational Inference with Spatial and Spectral Cues
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A New Paradigm for Genome-wide DNA Methylation Prediction Without Methylation Input
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SpareTrain: Fault-Tolerant LLM Training via Low-Cost Dual Modular Redundancy
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Geometric Graph Neural Diffusion for Stable Molecular Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DSSA: Dense-Sparse Switchable Attention for Seamless Short-to-Long Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Next-ToBE: Probabilistic Next Token-Bag Exploitation for Activating Anticipatory Capacity in LLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AbsTopK: Rethinking Sparse Autoencoders For Bidirectional Features
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SocialHarmBench: Revealing LLM Vulnerabilities to Socially Harmful Requests
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Predicting Kernel Regression Learning Curves from Only Raw Data Statistics
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SPR$^2$Q: Static Priority-based Rectifier Routing Quantization for Image Super-Resolution
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
World2Minecraft: Occupancy-Driven simulated scenes Construction
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Think-While-Generating: On-the-Fly Reasoning for Personalized Long-Form Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Radiometrically Consistent Gaussian Surfels for Inverse Rendering
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Test-Time Adaptation without Source Data for Out-of-Domain Bioactivity Prediction
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CAR-LoRA: Training Compression-Aware and Robust LoRA Adapters for Evolving LLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Cross-Domain Lossy Compression via Rate- and Classification-Constrained Optimal Transport
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PIRN: Prototypical-based Intra-modal Reconstruction with Normality Communication for Multi-modal Anomaly Detection.
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
UniSplat: Unified Spatio-Temporal Fusion via 3D Latent Scaffolds for Dynamic Driving Scene Reconstruction
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A Statistical Learning Perspective on Semi-dual Adversarial Neural Optimal Transport Solvers
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Unveiling the Cognitive Compass: Theory-of-Mind–Guided Multimodal Emotion Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Translation Heads: Unveiling Attention's Role in LLM Multilingual Translation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Generative Human Geometry Distribution
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ManipEvalAgent: Promptable and Efficient Evaluation Framework for Robotic Manipulation Policies
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ConRep4CO: Contrastive Representation Learning of Combinatorial Optimization Instances across Types
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Rethinking Residual Errors in Compensation-based LLM Quantization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Synthesizing Multimodal Verifiable Game Data to Boost VLMs' General Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SesaHand: Enhancing 3D Hand Reconstruction via Controllable Generation with Semantic and Structural Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Uniform Discrete Diffusion with Metric Path for Video Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
The Price of Amortized inference in Sparse Autoencoders
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Do Vision-Language Models Respect Contextual Integrity in Location Disclosure?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Adaptive Nonlinear Compression for Large Foundation Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
HeurekaBench: A Benchmarking Framework for AI Co-scientist
[
OpenReview]
Oral Session
Thu Apr 23 06:30 AM -- 08:00 AM (PDT) None
Oral Session 1A
Oral Session
Thu Apr 23 06:30 AM -- 08:00 AM (PDT) None
Oral Session 1B
Oral Session
Thu Apr 23 06:30 AM -- 08:00 AM (PDT) None
Oral Session 1C
Oral Session
Thu Apr 23 06:30 AM -- 08:00 AM (PDT) None
Oral Session 1D
Oral Session
Thu Apr 23 06:30 AM -- 08:00 AM (PDT) None
Oral Session 1E
Oral Session
Thu Apr 23 06:30 AM -- 08:00 AM (PDT) None
Oral Session 1F
Poster Session
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Poster Session 1
Oral
Thu Apr 23 06:42 AM -- 06:52 AM (PDT) None
Invisible Safety Threat: Malicious Finetuning for LLM via Steganography
[
OpenReview]
Oral
Thu Apr 23 06:42 AM -- 06:52 AM (PDT) None
$\mathbf{T^3}$: Reducing Belief Deviation in Reinforcement Learning for Active Reasoning
[
OpenReview]
Oral
Thu Apr 23 06:42 AM -- 06:52 AM (PDT) None
On The Surprising Effectiveness of a Single Global Merging in Decentralized Learning
[
OpenReview]
Oral
Thu Apr 23 06:42 AM -- 06:52 AM (PDT) None
Compactness and Consistency: A Conjoint Framework for Deep Graph Clustering
[
OpenReview]
Oral
Thu Apr 23 06:42 AM -- 06:52 AM (PDT) None
Improving Diffusion Models for Class-imbalanced Training Data via Capacity Manipulation
[
OpenReview]
Oral
Thu Apr 23 06:42 AM -- 06:52 AM (PDT) None
RefineStat: Efficient Exploration for Probabilistic Program Synthesis
[
OpenReview]
Oral
Thu Apr 23 06:54 AM -- 07:04 AM (PDT) None
Similarity-aware Non-Convex Federated Optimization
[
OpenReview]
Oral
Thu Apr 23 06:54 AM -- 07:04 AM (PDT) None
MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
[
OpenReview]
Oral
Thu Apr 23 06:54 AM -- 07:04 AM (PDT) None
Actions Speak Louder than Prompts: A Large-Scale Study of LLMs for Graph Inference
[
OpenReview]
Oral
Thu Apr 23 06:54 AM -- 07:04 AM (PDT) None
Huxley-G\"odel Machine: Human-Level Coding Agent Development by an Approximation of the Optimal Self-Improving Machine
[
OpenReview]
Oral
Thu Apr 23 06:54 AM -- 07:04 AM (PDT) None
Let Features Decide Their Own Solvers: Hybrid Feature Caching for Diffusion Transformers
[
OpenReview]
Oral
Thu Apr 23 06:54 AM -- 07:04 AM (PDT) None
The Shape of Adversarial Influence: Characterizing LLM Latent Spaces with Persistent Homology
[
OpenReview]
Oral
Thu Apr 23 07:06 AM -- 07:16 AM (PDT) None
TileLang: Bridge Programmability and Performance in Modern Neural Kernels
[
OpenReview]
Oral
Thu Apr 23 07:06 AM -- 07:16 AM (PDT) None
On the Wasserstein Geodesic Principal Component Analysis of probability measures
[
OpenReview]
Oral
Thu Apr 23 07:06 AM -- 07:16 AM (PDT) None
Multi-Domain Transferable Graph Gluing for Building Graph Foundation Models
[
OpenReview]
Oral
Thu Apr 23 07:06 AM -- 07:16 AM (PDT) None
Verifying Chain-of-Thought Reasoning via its Computational Graph
[
OpenReview]
Oral
Thu Apr 23 07:06 AM -- 07:16 AM (PDT) None
DiffusionNFT: Online Diffusion Reinforcement with Forward Process
[
OpenReview]
Oral
Thu Apr 23 07:06 AM -- 07:16 AM (PDT) None
Watch your steps: Dormant Adversarial Behaviors that Activate upon LLM Finetuning
[
OpenReview]
Oral
Thu Apr 23 07:18 AM -- 07:28 AM (PDT) None
LLM Fingerprinting via Semantically Conditioned Watermarks
[
OpenReview]
Oral
Thu Apr 23 07:18 AM -- 07:28 AM (PDT) None
Revela: Dense Retriever Learning via Language Modeling
[
OpenReview]
Oral
Thu Apr 23 07:18 AM -- 07:28 AM (PDT) None
Fast Escape, Slow Convergence: Learning Dynamics of Phase Retrieval under Power-Law Data
[
OpenReview]
Oral
Thu Apr 23 07:18 AM -- 07:28 AM (PDT) None
Modality-free Graph In-context Alignment
[
Slides]
[
OpenReview]
Oral
Thu Apr 23 07:18 AM -- 07:28 AM (PDT) None
TabStruct: Measuring Structural Fidelity of Tabular Data
[
OpenReview]
Oral
Thu Apr 23 07:18 AM -- 07:28 AM (PDT) None
Universal Inverse Distillation for Matching Models with Real-Data Supervision (No GANs)
[
OpenReview]
Oral
Thu Apr 23 07:30 AM -- 07:40 AM (PDT) None
Learning with Dual-level Noisy Correspondence for Multi-modal Entity Alignment
[
OpenReview]
Oral
Thu Apr 23 07:30 AM -- 07:40 AM (PDT) None
GLASS Flows: Efficient Inference for Reward Alignment of Flow and Diffusion Models
[
OpenReview]
Oral
Thu Apr 23 07:30 AM -- 07:40 AM (PDT) None
RAIN-Merging: A Gradient-Free Method to Enhance Instruction Following in Large Reasoning Models with Preserved Thinking Format
[
OpenReview]
Oral
Thu Apr 23 07:30 AM -- 07:40 AM (PDT) None
Hyperparameter Trajectory Inference with Conditional Lagrangian Optimal Transport
[
OpenReview]
Oral
Thu Apr 23 07:30 AM -- 07:40 AM (PDT) None
Steering the Herd: A Framework for LLM-based Control of Social Learning
[
OpenReview]
Oral
Thu Apr 23 07:42 AM -- 07:52 AM (PDT) None
Exchangeability of GNN Representations with Applications to Graph Retrieval
[
OpenReview]
Oral
Thu Apr 23 07:42 AM -- 07:52 AM (PDT) None
Every Language Model Has a Forgery-Resistant Signature
[
OpenReview]
Oral
Thu Apr 23 07:42 AM -- 07:52 AM (PDT) None
Gaussian certified unlearning in high dimensions: A hypothesis testing approach
[
OpenReview]
Oral
Thu Apr 23 07:42 AM -- 07:52 AM (PDT) None
Neon: Negative Extrapolation From Self-Training Improves Image Generation
[
OpenReview]
Lunch
Thu Apr 23 08:00 AM -- 10:00 AM (PDT) None
Lunch
Expo Talk Panel
Thu Apr 23 08:00 AM -- 09:00 AM (PDT) @ 204 None
Amazon Expo: AGI Lab, Amazon Nova
Expo Talk Panel
Thu Apr 23 08:00 AM -- 09:00 AM (PDT) @ 205 None
Ant Group: Scaling Hybrid Linear Attention Architecture to Trillion-Scale
Expo Talk Panel
Thu Apr 23 08:45 AM -- 09:45 AM (PDT) @ 202C None
Huawei: openJiuwen：Precise, Simple, Efficient, Engineering Production-Ready AI Agents Platform
Expo Talk Panel
Thu Apr 23 08:45 AM -- 09:45 AM (PDT) @ 201C None
Google: Towards 3D Foundational Robotics Models
Break
Thu Apr 23 11:00 AM -- 11:30 AM (PDT) @ Pavilion 4 None
Break
Oral
Thu Apr 23 11:15 AM -- 11:25 AM (PDT) None
Distributional Equivalence in Linear Non-Gaussian Latent-Variable Cyclic Causal Models: Characterization and Learning
[
OpenReview]
Oral
Thu Apr 23 11:15 AM -- 11:25 AM (PDT) None
High-dimensional Analysis of Synthetic Data Selection
[
OpenReview]
Oral
Thu Apr 23 11:15 AM -- 11:25 AM (PDT) None
Reasoning as Representation: Rethinking Visual Reinforcement Learning in Image Quality Assessment
[
OpenReview]
Oral
Thu Apr 23 11:15 AM -- 11:25 AM (PDT) None
LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning
[
OpenReview]
Oral
Thu Apr 23 11:15 AM -- 11:25 AM (PDT) None
Generative Human Geometry Distribution
[
OpenReview]
Oral
Thu Apr 23 11:15 AM -- 11:25 AM (PDT) None
Beyond Prompt-Induced Lies: Investigating LLM Deception on Benign Prompts
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Structure-Aware Graph Hypernetworks for Neural Program Synthesis
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Flow Straight and Fast in Hilbert Space: Functional Rectified Flow
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Unifying Diffusion and Autoregression for Generalizable Vision-Language-Action Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DiffTrans: Differentiable Geometry-Materials Decomposition for Reconstructing Transparent Objects
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
No labels, No Problem: Training Visual Reasoners with Multimodal Verifiers
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Can SAEs reveal and mitigate racial biases of LLMs in healthcare?
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Efficient Submodular Maximization for Sums of Concave over Modular Functions
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ICDiffAD: Implicit Conditioning Diffusion Model for Time Series Anomaly Detection
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Overlap-Adaptive Regularization for Conditional Average Treatment Effect Estimation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Exchangeability of GNN Representations with Applications to Graph Retrieval
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
GaussianFusion: Unified 3D Gaussian Representation for Multi-Modal Fusion Perception
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Is Your Paper Being Reviewed by an LLM? Benchmarking AI Text Detection in Peer Review
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Sample-efficient evidence estimation of score based priors for model selection
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CARL: Preserving Causal Structure in Representation Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SpeechJudge: Towards Human-Level Judgment for Speech Naturalness
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Hybrid Training for Vision-Language-Action Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
GarmentGPT: Compositional Garment Pattern Generation via Discrete Latent Tokenization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Phantom-Data: Towards a General Subject-Consistent Video Generation Dataset
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
I2Mole: Interaction-aware Invariant Molecular Learning For Generalizable Property Prediction
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Concepts' Information Bottleneck Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
AIRE-Prune: Asymptotic Impulse-Response Energy for State Pruning in State Space Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Masked Generative Policy for Robotic Control
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
WorldSplat: Gaussian-Centric Feed-Forward 4D Scene Generation for Autonomous Driving
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
High Probability Bounds for Non-Convex Stochastic Optimization with Momentum
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Mitigating Mismatch within Reference-based Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Non-Autoregressive Generation for Agentic Multi-Turn Interaction
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
TP-Spikformer: Token Pruned Spiking Transformer
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
A Near-Optimal Best-of-Both-Worlds Algorithm for Federated Bandits
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Revela: Dense Retriever Learning via Language Modeling
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Head collapse, features stay: why replay needs big buffers
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Taming Imperfect Process Verifiers: A Sampling Perspective on Backtracking
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Actions Speak Louder than Prompts: A Large-Scale Study of LLMs for Graph Inference
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Let's Explore Step by Step: Generating Provable Formal Statements with Deductive Exploration
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
TreeGrad-Ranker: Feature Ranking via $O(L)$-Time Gradients for Decision Trees
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Transfer Learning in Infinite Width Feature Learning Networks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
A Resolution-Agnostic Geometric Transformer for Chromosome Modeling Using Inertial Frame
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Tina: Tiny Reasoning Models via LoRA
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Breaking and Fixing Defenses Against Control Flow Hijacking in Multi-Agent Systems
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Towards Revealing the Effect of Batch Size Scheduling on Pre-training
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SPIKE-RL: Video-LLMs meet Bayesian Surprise
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CogFlow: Bridging Perception and Reasoning through Knowledge Internalization for Visual Mathematical Problem Solving
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
NarrLV: Towards a Comprehensive Narrative-Centric Evaluation for Long Video Generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ProSafePrune: Projected Safety Pruning for Mitigating Over-Refusal in LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LaVCa: LLM-assisted Visual Cortex Captioning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
No, of Course I Can! Deeper Fine-Tuning Attacks That Bypass Token-Level Safety Mechanisms
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Boosting Multi-Domain Reasoning of LLMs via Curvature-Guided Policy Optimization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Less Gaussians, Texture More: 4K Feed-Forward Textured Splatting
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Sample Complexity and Representation Ability of Test-time Scaling Paradigms
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CORDS - Continuous Representations of Discrete Structures
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
When Weak LLMs Speak with Confidence, Preference Alignment Gets Stronger
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Analyzing the Training Dynamics of Image Restoration Transformers: A Revisit to Layer Normalization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Benchmarking Multi-Agent Reinforcement Learning in Power Grid Operations
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning Correlated Reward Models: Statistical Barriers and Opportunities
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CARL: Camera-Agnostic Representation Learning for Spectral Image Analysis
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
The Tutor-Pupil Augmentation: Enhancing Learning and Interpretability via Input Corrections
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DeMo: Decoupled Momentum Optimization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Multi-objective Large Language Model Alignment with Hierarchical Experts
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
EditAnyShape: Shape-Aware Image Editing via Trajectory-Guided Region Control
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Decoupling Positional and Symbolic Attention in Transformers
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Transformers Don’t Need LayerNorm at Inference Time: Scaling LayerNorm Removal to GPT-2 XL and Implications for Mechanistic Interpretability
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Grounding and Enhancing Informativeness and Utility in Dataset Distillation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CARE: Towards Clinical Accountability in Multi-Modal Medical Reasoning with an Evidence-Grounded Agentic Framework
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Let Features Decide Their Own Solvers: Hybrid Feature Caching for Diffusion Transformers
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
From Parameters to Behaviors: Unsupervised Compression of the Policy Space
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
QPrompt-R1: Real-Time Reasoning for Domain-Generalized Semantic Segmentation via Group-Relative Query Alignment
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ACPBench Hard: Unrestrained Reasoning about Action, Change, and Planning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
FastVMT: Eliminating Redundancy in Video Motion Transfer
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Strategic Scaling of Test-Time Compute: A Bandit Learning Approach
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
HSG-12M: A Large-Scale Dataset of Spatial Multigraphs from the Energy Spectra of non-Hermitian Crystals
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
STORM: Synergistic Cross-Scale Spatio-Temporal Modeling for Weather Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Paper Copilot: Tracking the Evolution of Peer Review in AI Conferences
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Self-Jailbreaking: Language Models Can Reason Themselves Out of Safety Alignment After Benign Reasoning Training
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DeAltHDR: Learning HDR Video Reconstruction from Degraded Alternating Exposure Sequences
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Out of the Shadows: Exploring a Latent Space for Neural Network Verification
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
J1: Incentivizing Thinking in LLM-as-a-Judge via Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Towards High Data Efficiency in Reinforcement Learning with Verifiable Reward
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Spatially Guided Training for Vision-Language-Action Model
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
OBS-Diff: Accurate Pruning For Diffusion Models in One-Shot
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Online Navigation Refinement: Achieving Lane-Level Guidance by Associating Standard-Definition and Online Perception Maps
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
$\mu$LO: Compute-Efficient Meta-Generalization of Learned Optimizers
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
From Natural Alignment to Conditional Controllability in Multimodal Dialogue
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Bottlenecked Transformers: Periodic KV Cache Consolidation for Generalised Reasoning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Thyme: Think Beyond Images
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DrVoice: Parallel Speech-Text Voice Conversation Model via Dual-Resolution Speech Representations
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Webscale-RL: Automated Data Pipeline for Scaling RL Data to Pretraining Levels
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Accelerating Diffusion Planners in Offline RL via Reward-Aware Consistency Trajectory Distillation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Neural Dynamics Self-Attention for Spiking Transformers
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
GDPval: Evaluating AI Model Performance on Real-World Economically Valuable Tasks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
VLBiMan: Vision-Language Anchored One-Shot Demonstration Enables Generalizable Bimanual Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ST-SimDiff: Balancing Spatiotemporal Similarity and Difference for Efficient Video Understanding with MLLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Speech-to-LaTeX: New Models and Datasets for Converting Spoken Equations and Sentences
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ProofBridge: Auto-Formalization of Natural Language Proofs in Lean via Joint Embeddings
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
UNDERSTANDING TRANSFORMERS FOR TIME SEIRES FORECASTING: A CASE STUDY ON MOIRAI
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PAT3D: Physics-Augmented Text-to-3D Scene Generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Memory-Free Continual Learning with Null Space Adaptation for Zero-Shot Vision-Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
RewardMap: Tackling Sparse Rewards in Fine-grained Visual Reasoning via Multi-Stage Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
VisuRiddles: Fine-grained Perception is a Primary Bottleneck for Multimodal Large Language Models in Abstract Visual Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Goedel-Prover-V2: Scaling Formal Theorem Proving with Scaffolded Data Synthesis and Self-Correction
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Omni-IML: Towards Unified Interpretable Image Manipulation Localization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Decoupled DMD: CFG Augmentation as the Spear, Distribution Matching as the Shield
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Reinforcement Learning with Verifiable Rewards Implicitly Incentivizes Correct Reasoning in Base LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Fly-CL: A Fly-Inspired Framework for Enhancing Efficient Decorrelation and Reduced Training Time in Pre-trained Model-based Continual Representation Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Regularized Latent Dynamics Prediction is a Strong Baseline For Behavioral Foundation Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
NANO3D: A Training-Free Approach for Efficient 3D Editing Without Masks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
On the Design of One-step Diffusion via Shortcutting Flow Paths
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
AC-Sampler: Accelerate and Correct Diffusion Sampling with Metropolis-Hastings Algorithm
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Unifying Complexity-Theoretic Perspectives on Provable Explanations
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DriftLite: Lightweight Drift Control for Inference-Time Scaling of Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MTVCraft: Tokenizing 4D Motion for Arbitrary Character Animation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Toward Effective Tool-Integrated Reasoning via Self-Evolved Preference Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
An Open-Ended Benchmark and Formal Framework for Adjuvant Research with MLLM
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Beyond Binary Preferences: A Principled Framework for Reward Modeling with Ordinal Feedback
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SERE: Similarity-based Expert Re-routing for Efficient Batch Decoding in MoE Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Scaling Synthetic Task Generation for Agents via Exploration
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Zero-shot HOI Detection with MLLM-based Detector-agnostic Interaction Recognition
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Log-Augmented Generation: Scaling Test-Time Reasoning with Reusable Computation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Trust-Region Adaptive Policy Optimization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Deep FlexQP: Accelerated Nonlinear Programming via Deep Unfolding
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Whatever Remains Must Be True: Filtering Drives Reasoning in LLMs, Shaping Diversity
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Weight Space Representation Learning on Diverse NeRF Architectures
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Empowering Small VLMs to Think with Dynamic Memorization and Exploration
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
RF-DETR: Neural Architecture Search for Real-Time Detection Transformers
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Monotone Near-Zero-Sum Games
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PRISM: Festina Lente Proactivity—Risk-Sensitive, Uncertainty-Aware Deliberation for Proactive Agents
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
TNT: Improving Chunkwise Training for Test-Time Memorization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Automatic Dialectic Jailbreak: A Framework for Generating Effective Jailbreak Strategies
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Fairness via Independence: A General Regularization Framework for Machine Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
AMLRIS: Alignment-aware Masked Learning for Referring Image Segmentation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MaskPro: Linear-Space Probabilistic Learning for Strict (N:M)-Sparsity on LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PLANETALIGN: A Comprehensive Python Library for Benchmarking Network Alignment
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Hystar: Hypernetwork-driven Style-adaptive Retrieval via Dynamic SVD Modulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Muon Outperforms Adam in Tail-End Associative Memory Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Efficient-LVSM: Faster, Cheaper, and Better Large View Synthesis Model via Decoupled Co-Refinement Attention
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Spatial Structure and Selective Text Jointly Facilitate Image Clustering
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MoReBench: Evaluating Procedural and Pluralistic Moral Reasoning in Language Models, More than Outcomes
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Random Policy Valuation is Enough for LLM Reasoning with Verifiable Rewards
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
The Shape of Adversarial Influence: Characterizing LLM Latent Spaces with Persistent Homology
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Hallucination-aware Intermediate Representation Editing in Large Vision-Lanugage Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Every Language Model Has a Forgery-Resistant Signature
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Beyond Markovian: Reflective Exploration via Bayes-Adaptive RL for LLM Reasoning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Graph Signal Processing Meets Mamba2: Adaptive Filter Bank via Delta Modulation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ContextGen: Contextual Layout Anchoring for Identity-Consistent Multi-Instance Generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning Nonlinear Causal Reductions to Explain Reinforcement Learning Policies
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Improving Diffusion Models for Class-imbalanced Training Data via Capacity Manipulation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Beyond Simple Graphs: Neural Multi-Objective Routing on Multigraphs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Flock: A Knowledge Graph Foundation Model via Learning on Random Walks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Improving LLM-based Global Optimization with Search Space Partitioning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
RoRE: Rotary Ray Embedding for Generalised Multi-Modal Scene Understanding
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
From Seeing to Doing: Bridging Reasoning and Decision for Robotic Manipulation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
RAVEN: End-to-end Equivariant Robot Learning with RGB Cameras
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Avoid Catastrophic Forgetting with Rank-1 Fisher from Diffusion Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
A Statistical Benchmark for Diffusion Posterior Sampling Algorithms
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Generalization Below the Edge of Stability: The Role of Data Geometry
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Towards Cognitively-Faithful Decision-Making Models to Improve AI Alignment
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Captain Cinema: Towards Short Movie Generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SGD with Adaptive Preconditioning: Unified Analysis and Momentum Acceleration
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Reinforcing Diffusion Models by Direct Group Preference Optimization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Interactive Learning of Single-Index Models via Stochastic Gradient Descent
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
AutoDV: An End-to-End Deep Learning Model for High-Dimensional Data Visualization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Control Tax: The Price of Keeping AI in Check
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Unified Vision–Language Modeling via Concept Space Alignment
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Memory-Statistics Tradeoff in Continual Learning with Structural Regularization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
HYPER: A Foundation Model for Inductive Link Prediction with Knowledge Hypergraphs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Asymmetric Proximal Policy Optimization: mini-critics boost LLM reasoning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Gauge Flow Matching: Efficient Constrained Generative Modeling over General Convex Set and Beyond
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Language Identification in the Limit with Computational Trace
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SONIC: Spectral Oriented Neural Invariant Convolutions
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PROS: Towards Compute-Efficient RLVR via Rollout Prefix Reuse
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Unified Analyses for Hierarchical Federated Learning: Topology Selection under Data Heterogeneity
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Prediction with Expert Advice under Local Differential Privacy
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning Shrinks the Hard Tail: Training‑Dependent Inference Scaling in a Solvable Linear Model
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SWERank: Software Issue Localization with Code Ranking
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Autoregressive Image Generation with Randomized Parallel Decoding
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Multi-Armed Bandits with Minimum Aggregated Revenue Constraints
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Agnostics: Learning to Synthesize Code in Any Programming Language with a Universal Reinforcement Learning Environment
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
RigidSSL: Rigidity-based Geometric Pretraining for Protein Generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LVTINO: LAtent Video consisTency INverse sOlver for High Definition Video Restoration
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Enhancing Vision Transformers for Object Detection via Context-Aware Token Selection and Packing
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
EditScore: Unlocking Online RL for Image Editing via High-Fidelity Reward Modeling
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SparseEval: Efficient Evaluation of Large Language Models by Sparse Optimization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Neural Latent Arbitrary Lagrangian-Eulerian Grids for Fluid-Solid Interaction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Generative Diffusion Prior Distillation for Long-Context Knowledge Transfer
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
GLASS Flows: Efficient Inference for Reward Alignment of Flow and Diffusion Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Safe Exploration via Policy Priors
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Extreme Weather Nowcasting via Local Precipitation Pattern Prediction
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
A Comprehensive Information-Decomposition Analysis of Large Vision-Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Using Reinforcement Learning to Train Large Language Models to Explain Human Decisions
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Consistency-Driven Calibration and Matching for Few-Shot Class Incremental Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Knowledge Distillation for Large Language Models through Residual Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Fast Escape, Slow Convergence: Learning Dynamics of Phase Retrieval under Power-Law Data
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Enhancing Language Model Reasoning with Structured Multi-Level Modeling
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Frame Guidance: Training-Free Guidance for Frame-Level Control in Video Diffusion Model
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Reasoning Language Model Inference Serving Unveiled: An Empirical Study
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Your Models Have Thought Enough: Training Large Reasoning Models to Stop Overthinking
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MathNet: A Global Multimodal Benchmark for Mathematical Reasoning and Retrieval
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
When and Where to Reset Matters for Long-Term Test-Time Adaptation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Latent Planning Emerges with Scale
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Safety at One Shot: Patching Fine-Tuned LLMs with A Single Instance
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LENS: Multi-level Evaluation of Multimodal Reasoning with Large Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MILCO: Learned Sparse Retrieval Across Languages via a Multilingual Connector
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Meta-Router: Bridging Gold-standard and Preference-based Evaluations in LLM Routing
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PropensityBench: Evaluating Latent Safety Risks in Large Language Models via an Agentic Approach
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Accelerated Learning with Linear Temporal Logic using Differentiable Simulation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Q-Learning with Adjoint Matching
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Concept Insertion Success over Time in Diffusion Models through Prompt-Conditioned Interventions
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Context parroting: A simple but tough-to-beat baseline for foundation models in scientific machine learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Thompson Sampling via Fine-Tuning of LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Positional Preservation Embedding for Multimodal Large Language Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
In Agents We Trust, but Who Do Agents Trust? Latent Preferences Steer LLM Generations
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Otters: An Energy-Efficient Spiking Transformer via Optical Time-to-First-Spike Encoding
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Aligner, Diagnose Thyself: A Meta-Learning Paradigm for Fusing Intrinsic Feedback in Preference Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
QUEST: A robust attention formulation using query-modulated spherical attention
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
From Cheap Geometry to Expensive Physics: Elevating Neural Operators via Latent Shape Pretraining
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Grounding or Guessing? Visual Signals for Detecting Hallucinations in Sign Language Translation
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
The Sample Complexity of Online Reinforcement Learning: A Multi-model Perspective
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ASTGI: Adaptive Spatio-Temporal Graph Interactions for Irregular Multivariate Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
On Optimal Hyperparameters for Differentially Private Deep Transfer Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Distribution-informed Online Conformal Prediction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
The False Promise of Zero-Shot Super-Resolution in Machine-Learned Operators
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Beyond Student: An Asymmetric Network for Neural Network Inheritance
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Flow Matching with Semidiscrete Couplings
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Language Agents for Hypothesis-driven Clinical Decision Making with Reinforcement Learning
[
OpenReview]
Blog Post Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
UnigramLM: An Attempt at Writing The Missing Manual
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MicroVerse: A Preliminary Exploration Toward a Micro-World Simulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Demystifying Deep Search: A Holistic Evaluation with Hint-free Multi-Hop Questions and Factorised Metrics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Searching for Privacy Risks in LLM Agents via Simulation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Optimas: Optimizing Compound AI Systems with Globally Aligned Local Rewards
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ECHO: Toward Contextual Seq2Seq Paradigms in Large EEG Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Pruning Long Chain-of-Thought of Large Reasoning Models via Small-Scale Preference Optimization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Tversky Neural Networks: Psychologically Plausible Deep Learning with Differentiable Tversky Similarity
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CTC-DRO: Robust Optimization for Reducing Language Disparities in Speech Recognition
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Thought Branches: Interpreting LLM Reasoning Requires Resampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Stochastic Neural Networks for Causal Inference with Missing Confounders
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Actions as Language: Fine-Tuning VLMs into VLAs Without Catastrophic Forgetting
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Universal Inverse Distillation for Matching Models with Real-Data Supervision (No GANs)
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Inter-Agent Relative Representations for Multi-Agent Option Discovery
[
Poster]
[
OpenReview]
Blog Post Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Diffusion as Infinite HVAEs: Do Diffusion Models Generalize Better than Deep VAEs?
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
On Universality of Deep Equivariant Networks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
A Physics-Inspired Optimizer: Velocity Regularized Adam
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning Human Habits with Rule-Guided Active Inference
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
A Formal Controllability Toolkit for Black-Box Generative Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ImageRAG: Dynamic Image Retrieval for Reference-Guided Image Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LS-Merge: Merging Language Models in Latent Space
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Enhancing Diffusion-Based Sampling with Molecular Collective Variables
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning from the Electronic Structure of Molecules across the Periodic Table
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
From Embedding to Control: Representations for Stochastic Multi-Object Systems
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Information Shapes Koopman Representation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
STAR: Strategy-driven Automatic Jailbreak Red-teaming For Large Language Model
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Fine-Tuning Diffusion Models via Intermediate Distribution Shaping
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SuperF: Neural Implicit Fields for Multi-Image Super-Resolution
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Contextual Causal Bayesian Optimisation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Group Verification-based Policy Optimization for Interactive Coding Agents
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
HiDivDrop: Vision Token Reduction in MLLMs via Late Injection and Differentiable Top-K
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Online Minimization of Polarization and Disagreement via Low-Rank Matrix Bandits
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Gistify: Codebase-Level Understanding via Runtime Execution
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
AgentSynth: Scalable Task Generation for Generalist Computer-Use Agents
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Can Small Training Runs Reliably Guide Data Curation? Rethinking Proxy-Model Practice
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ActivationReasoning: Logical Reasoning in Latent Activation Spaces
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Improving Semantic Proximity in English-Centric Information Retrieval through Cross-Lingual Alignment
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Drugging the Undruggable: Benchmarking and Modeling Fragment-Based Screening
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
GneissWeb: Preparing High Quality Data for LLMs at Scale
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Pixel-Perfect Puppetry: Precision-Guided Enhancement for Face Image and Video Editing
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MatRIS: Toward Reliable and Efficient Pretrained Machine Learning Interaction Potentials
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DualToken: Towards Unifying Visual Understanding and Generation with Dual Visual Vocabularies
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Initialization Schemes for Kolmogorov–Arnold Networks: An Empirical Study
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Robust Reward Modeling via Causal Rubrics
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
VLM-Guided Adaptive Negative Prompting for Creative Generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learn to Guide Your Diffusion Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
BrowseNet: Knowledge Graph-Based Associative Memory for Contextual Information Retrieval
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Probability Distributions Computed by Hard-Attention Transformers
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Multilingual Routing in Mixture-of-Experts
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Steering MoE LLMs via Expert (De)Activation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Curriculum Reinforcement Learning from Easy to Hard Tasks Improves LLM Reasoning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Sparkle: A Robust and Versatile Representation for Point Cloud-based Human Motion Capture
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Towards Persistent Noise-Tolerant Active Learning of Regular Languages with Class Query
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SHIELD: Suppressing Hallucinations In LVLM Encoders via Bias and Vulnerability Defense
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MaskInversion: Localized Embeddings via Optimization of Explainability Maps
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Forward-Learned Discrete Diffusion: Learning how to noise to denoise faster
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning-Time Encoding Shapes Unlearning in LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CREPE: Controlling diffusion with REPlica Exchange
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Accelerated Parallel Tempering via Neural Transports
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Iterative Distillation for Reward-Guided Fine-Tuning of Diffusion Models in Biomolecular Design
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SwiReasoning: Switch-Thinking in Latent and Explicit for Pareto-Superior Reasoning LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
TurboBoA: Faster and Exact Attention-aware Quantization without Backpropagation
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Transductive Visual Programming: Evolving Tool Libraries from Experience for Spatial Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Can Speech LLMs Think while Listening?
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Directional Sheaf Hypergraph Networks: Unifying Learning on Directed and Undirected Hypergraphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Randomized Antipodal Search Done Right for Data Pareto Improvement of LLM Unlearning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Taming Score-Based Denoisers in ADMM: A Convergent Plug-and-Play Framework
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
AlphaBench: Benchmarking Large Language Models in Formulaic Alpha Factor Mining
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Beyond Penalization: Diffusion-based Out-of-Distribution Detection and Selective Regularization in Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Temporal Generalization: A Reality Check
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Signal Structure-Aware Gaussian Splatting for Large-Scale Scene Reconstruction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Scaling Laws for Diffusion Transformers
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
The State of Reinforcement Finetuning for Transformer-based Generative Agents
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Differentiable JPEG-based Input Perturbation for Knowledge Distillation Amplification via Conditional Mutual Information Maximization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Bayesian Parameter Shift Rules in Variational Quantum Eigensolvers
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
One for Two: A Unified Framework for Imbalanced Graph Classification via Dynamic Balanced Prototype
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning What Matters Now: Dynamic Preference Inference under Contextual Shifts
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Your VAR Model is Secretly an Efficient and Explainable Generative Classifier
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Efficient Turing Machine Simulation with Transformers
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DARE-bench: Evaluating Modeling and Instruction Fidelity of LLMs in Data Science
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Towards Privacy-Guaranteed Label Unlearning in Vertical Federated Learning: Few-Shot Forgetting Without Disclosure
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Intrinsic training dynamics of deep neural networks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DexMove: Learning Tactile-Guided Non-Prehensile Manipulation with Dexterous Hands
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
When LLMs get significantly worse: A statistical approach to detect model degradations
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Bayesian Evidence-Driven Prototype Evolution for Federated Domain Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
TumorChain: Interleaved Multimodal Chain-of-Thought Reasoning for Traceable Clinical Tumor Analysis
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LLM Unlearning with LLM Beliefs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MILPnet: A Multi-Scale Architecture with Geometric Feature Sequence Representations for Advancing MILP Problems
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MoRA: Missing Modality Low-Rank Adaptation for Visual Recognition
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Pose Prior Learner: Unsupervised Categorical Prior Learning for Pose Estimation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SelfReflect: Can LLMs Communicate Their Internal Answer Distribution?
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Unlearning Evaluation through Subset Statistical Independence
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Let LLMs Speak Embedding Languages: Generative Text Embeddings via Iterative Contrastive Refinement
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ProRe: A Proactive Reward System for GUI Agents via Reasoner–Actor Collaboration
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Fine-tuning Quantized Neural Networks with Zeroth-order Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Self-Forcing++: Towards Minute-Scale High-Quality Video Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Goal-Aware Identification and Rectification of Misinformation in Multi-Agent Systems
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DeCo-DETR: Decoupled Cognition DETR for efficient Open-Vocabulary Object Detection
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Do We Really Need Permutations? Impact of Width Expansion on Linear Mode Connectivity
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Multi-Action Self-Improvement For Neural Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Harmonized Cone for Feasible and Non-conflict Directions in Training Physics-Informed Neural Networks
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Lifelong Embodied Navigation Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PRISON: Unmasking the Criminal Potential of Large Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Preserve and Sculpt: Manifold-Aligned Fine-tuning of Vision-Language Models for Few-Shot Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Leveraging Data to Say No: Memory Augmented Plug-and-Play Selective Prediction
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Universal Beta Splatting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ByteFlow: Language Modeling through Adaptive Byte Compression without a Tokenizer
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Grounding Computer Use Agents on Human Demonstrations
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Downgrade to Upgrade: Optimizer Simplification Enhances Robustness in LLM Unlearning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Reforming the Mechanism: Editing Reasoning Patterns in LLMs with Circuit Reshaping
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SenseFlow: Scaling Distribution Matching for Flow-based Text-to-Image Distillation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ICPO: Provable and Practical In-Context Policy Optimization for Test-Time Scaling
[
OpenReview]
Blog Post Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Tracing the Principles Behind Modern Diffusion Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
QWHA: Quantization-Aware Walsh-Hadamard Adaptation for Parameter-Efficient Fine-Tuning on Large Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Prior-aware and Context-guided Group Sampling for Active Probabilistic Subsampling
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Empowering Efficiency and Efficacy in WebAgent via Enabling Info-Rich Seeking
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
AnesSuite: A Comprehensive Benchmark and Dataset Suite for Anesthesiology Reasoning in LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Towards Sampling Data Structures for Tensor Products in Turnstile Streams
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Getting Your LLMs Ready for Reinforcement Learning with Lightweight SFT
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Mapping Post-Training Forgetting in Language Models at Scale
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Neural Force Field: Few-shot Learning of Generalized Physical Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Enabling True Global Perception in State Space Models for Visual Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
GraphShield: Graph-Theoretic Modeling of Network-Level Dynamics for Robust Jailbreak Detection
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Neon: Negative Extrapolation From Self-Training Improves Image Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
IDER: IDEMPOTENT EXPERIENCE REPLAY FOR RELIABLE CONTINUAL LEARNING
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
On the Lipschitz Continuity of Set Aggregation Functions and Neural Networks for Sets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Decoding Dynamic Visual Experience from Calcium Imaging via Cell-Pattern-Aware Pretraining
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Generating Directed Graphs with Dual Attention and Asymmetric Encoding
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Revenue Maximization Under Sequential Price Competition Via The Estimation Of $s$-Concave Demand Functions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Consistent Text-to-Image Generation via Scene De-Contextualization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Antibody: Strengthening Defense Against Harmful Fine-Tuning for Large Language Models via Attenuating Harmful Gradient Influence
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DiffusionBlocks: Block-wise Neural Network Training via Diffusion Interpretation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Semantic-Aware Diffusion LLM Inference With Adaptive Block Size
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Where Did This Sentence Come From? Tracing Provenance in LLM Reasoning Distillation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Low-Rank Few-Shot Node Classification by Node-Level Graph Diffusion
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
AlphaFlow: Understanding and Improving MeanFlow Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learn to Reason Efficiently with Adaptive Length-based Reward Shaping
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
t-SNE Exaggerates Clusters, Provably
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Pi-CCA: Prompt-Invariant CCA Certificates for Replay-Free Vision–Language Continual Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ARFlow: Auto-regressive Optical Flow Estimation for Arbitrary-Length Videos via Progressive Next-Frame Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Nudging the Boundaries of LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PAC-Bayes bounds for cumulative loss in Continual Learning
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Sample-Efficient Distributionally Robust Multi-Agent Reinforcement Learning via Online Interaction
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
What "Not" to Detect: Negation-Aware VLMs via Structured Reasoning and Token Merging
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Prima.cpp: Fast 30-70B LLM Inference on Heterogeneous and Low-Resource Home Clusters
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ULTRA-360: Unconstrained Dataset for Large-scale Temporal 3D Reconstruction across Altitudes and Omnidirectional Views
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Boosting Agentic Reasoning in LLM Judges via Tool-Integrated Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning Survival Distributions with Individually Calibrated Asymmetric Laplace Distribution
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Stacked from One: Multi-Scale Self-Injection for Context Window Extension
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Hidden Breakthroughs in Language Model Training
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Low Rank Transformer for Multivariate Time Series Anomaly Detection and Localization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Optimal Robust Subsidy Policies for Irrational Agent in Principal-Agent MDPs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MoL: Adaptive Mixture-of-Length Reasoning for Efficient Question Answering with Context
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Transformers are Inherently Succinct
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Never Saddle: Reparameterized Steepest Descent as Mirror Flow
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Large Depth Completion Model from Sparse Observations
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Decomposition of Concept-Level Rules in Visual Scenes
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Aligning Visual Foundation Encoders to Tokenizers for Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SimpleGVR: A Simple Baseline for Latent-Cascaded Generative Video Super-Resolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Truthful or Fabricated? Using Causal Attribution to Mitigate Reward Hacking in Explanations
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Guided Policy Optimization under Partial Observability
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SRT: Super-Resolution for Time Series via Disentangled Rectified Flow
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Preference-based Policy Optimization from Sparse-reward Offline Dataset
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ExpGuard: LLM Content Moderation in Specialized Domains
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Augmented Radiance Field: A General Framework for Enhanced Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
NetArena: Dynamically Generated LLM Benchmarks for Network Applications
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Branch and Bound Search for Exact MAP Inference in Credal Networks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PixNerd: Pixel Neural Field Diffusion
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Exposing and Defending the Achilles' Heel of Video Mixture-of-Experts
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CitySeeker: How Do VLMs Explore Embodied Urban Navigation with Implicit Human Needs?
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MindMix: A Multimodal Foundation Model for Auditory Perception Decoding via Deep Neural-Acoustic Alignment
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
$\alpha$-DPO: Robust Preference Alignment for Diffusion Models via $\alpha$ Divergence
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
TrajFlow: Nation-wide Pseudo GPS Trajectory Generation with Flow Matching Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Process-Verified Reinforcement Learning for Theorem Proving via Lean
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
TASTE: Text-Aligned Speech Tokenization and Embedding for Spoken Language Modeling
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Fantastic Tractor-Dogs and How Not to Find Them With Open-Vocabulary Detectors
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
$\mathbf{T^3}$: Reducing Belief Deviation in Reinforcement Learning for Active Reasoning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
GEPO: Group Expectation Policy Optimization for Stable Heterogeneous Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
OWLEYE: ZERO-SHOT LEARNER FOR CROSSDOMAIN GRAPH DATA ANOMALY DETECTION
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
GoldenStart: Q-Guided Priors and Entropy Control for Distilling Flow Policies
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
R2PS: Worst-Case Robust Real-Time Pursuit Strategies under Partial Observability
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Glance and Focus Reinforcement for Pan-cancer Screening
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Robust Selective Activation with Randomized Temporal K-Winner-Take-All in Spiking Neural Networks for Continual Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Sublinear Time Quantum Algorithm for Attention Approximation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SongEcho: Cover Song Generation via Instance-Adaptive Element-wise Linear Modulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Are Global Dependencies Necessary? Scalable Time Series Forecasting via Local Cross-Variate Modeling
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Expressive yet Efficient Feature Expansion with Adaptive Cross-Hadamard Products
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning to Reason for Hallucination Span Detection
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SimpleFold: Folding Proteins is Simpler than You Think
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
TabStruct: Measuring Structural Fidelity of Tabular Data
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SMOTE and Mirrors: Exposing Privacy Leakage from Synthetic Minority Oversampling
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Adaptive Gaussian Expansion for On-the-fly Category Discovery
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LLM-as-a-Prophet: Understanding Predictive Intelligence with Prophet Arena
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Adaptive Attacks on Trusted Monitors Subvert AI Control Protocols
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ICYM2I: The illusion of multimodal informativeness under missingness
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ChinaTravel: An Open-Ended Travel Planning Benchmark with Compositional Constraint Validation for Language Agents
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DUET: DISTILLED LLM UNLEARNING FROM AN EFFICIENTLY CONTEXTUALIZED TEACHER
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Inlier-Centric Post-Training Quantization for Object Detection Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
The Intricate Dance of Prompt Complexity, Quality, Diversity and Consistency in T2I Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Projected Coupled Diffusion for Test-Time Constrained Joint Generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Faster Parameter-Free Regret Matching Algorithms
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Orbital Transformers for Predicting Wavefunctions in Time-Dependent Density Functional Theory
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Similarity-aware Non-Convex Federated Optimization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Efficient Differentiable Contact Model with Long-range Influence
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Attention Smoothing Is All You Need For Unlearning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Provable Guarantees for Automated Circuit Discovery in Mechanistic Interpretability
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PACE: Pretrained Audio Continual Learning
[
OpenReview]
Blog Post Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Ready For General Agents? Let's test it.
[
OpenReview]
Blog Post Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Loneliness as a Case Study for Social Reward Misalignment
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
EgoTwin: Dreaming Body and View in First Person
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Discern Truth from Falsehood: Reducing Over-Refusal via Contrastive Refinement
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Unpacking Human Preference for LLMs: Demographically Aware Evaluation with the Diverse Framework
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
No outlier channels but with outlier blocks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LogiConBench: Benchmarking Logical Consistencies of LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Towards Safe and Optimal Online Bidding: A Modular Look-ahead Lyapunov Framework
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DistDF: Time-series Forecasting Needs Joint-distribution Wasserstein Alignment
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MME-Emotion: A Holistic Evaluation Benchmark for Emotional Intelligence in Multimodal Large Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Transformers with Endogenous In-Context Learning: Bias Characterization and Mitigation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LiveClin: A Live Clinical Benchmark without Leakage
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
STARK: Strategic Team of Agents for Refining Kernels
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
InfoMosaic-Bench: Evaluating Multi-Source Information Seeking in Tool-Augmented Agents
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Chain-of-Context Learning: Dynamic Constraint Understanding for Multi-Task VRPs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SpikePingpong: Spike Vision-based Fast-Slow Pingpong Robot System
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Improving 2D Diffusion Models for 3D Medical Imaging with Inter‑Slice Consistent Stochasticity
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DataMIL: Selecting Data for Robot Imitation Learning with Datamodels
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
RLAD: Training LLMs to Discover Abstractions for Solving Reasoning Problems
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DreamSwapV: Mask-guided Subject Swapping for Any Customized Video Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
In-Context Algorithm Emulation in Fixed-Weight Transformers
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
GeomMotif: A Benchmark for Arbitrary Geometric Preservation in Protein Generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MobileKGQA: On-Device KGQA System on Dynamic Mobile Environments
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Beyond Binary Rewards: Training LMs to Reason About Their Uncertainty
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Multimodal Classification via Total Correlation Maximization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PhyScensis: Physics-Augmented LLM Agents for Complex Physical Scene Generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Test-Time Mixture of World Models for Embodied Agents in Dynamic Environments
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Physics-Constrained Fine-Tuning of Flow-Matching Models for Generation and Inverse Problems
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Oracle-efficient Hybrid Learning with Constrained Adversaries
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MAC-AMP: A Closed-Loop Multi-Agent Collaboration System for Multi-Objective Antimicrobial Peptide Design
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning Concept Bottleneck Models from Mechanistic Explanations
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
COMAL: A Convergent Meta-Algorithm for Aligning LLMs with General Preferences
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
GAS: Improving Discretization of Diffusion ODEs via Generalized Adversarial Solver
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
JointDiff: Bridging Continuous and Discrete in Multi-Agent Trajectory Generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Theoretical Guarantees for Causal Discovery on Large Random Graphs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Superficial Safety Alignment Hypothesis
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
HFSTI-Net: Hierarchical Frequency-spatial-temporal Interactions for Video Polyp Segmentation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ReactDance: Hierarchical Representation for High-Fidelity and Coherent Long-Form Reactive Dance Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Journey to the Centre of Cluster: Harnessing Interior Nodes for A/B Testing under Network Interference
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ELViS: Efficient Visual Similarity from Local Descriptors that Generalizes Across Domains
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SceneCOT: Eliciting Chain-of-Thought Reasoning in 3D Scenes
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ReFusion: A Diffusion Large Language Model with Parallel Autoregressive Decoding
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Invisible Safety Threat: Malicious Finetuning for LLM via Steganography
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Lossless Vocabulary Reduction for Auto-Regressive Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
InfoBridge: Mutual Information estimation via Bridge Matching
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
A New Approach to Controlling Linear Dynamical Systems
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Mirror Flow Matching with Heavy-Tailed Priors for Generative Modeling on Convex Domains
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
GAP: Gradient Adjustment with Phase-guidance for Robust Vision-Proprioception Policies in Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
On the $O(1/T)$ Convergence of Alternating Gradient Descent–Ascent in Bilinear Games
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Missingness Bias Calibration in Feature Attribution Explanations
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Complexity Analysis of Normalizing Constant Estimation: from Jarzynski Equality to Annealed Importance Sampling and beyond
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ConfHit: Conformal Generative Design via Nested Testing
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Constrained Diffusion for Protein Design with Hard Structural Constraints
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Optimal Brain Restoration for Joint Quantization and Sparsification of LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Escaping Low-Rank Traps: Interpretable Visual Concept Learning via Implicit Vector Quantization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PointRePar : SpatioTemporal Point Relation Parsing for Robust Category-Unified 3D Tracking
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MIMIC: Mask-Injected Manipulation Video Generation with Interaction Control
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Narrow Finetuning Leaves Clearly Readable Traces in the Activation Differences
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
High-Probability Bounds for the Last Iterate of Clipped SGD
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Nearly-Optimal Bandit Learning in Stackelberg Games with Side Information
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Training Deep Normalization-Free Spiking Neural Networks with Lateral Inhibition.
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Omni-Weather: Unified Multimodal Foundation Model for Weather Generation and Understanding
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SAFA-SNN: Sparsity-Aware On-Device Few-Shot Class-Incremental Learning with Fast-Adaptive Structure of Spiking Neural Network
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
HLD: Approximate Hierarchical Linguistic Distribution Modeling for LLM-Generated Text Detection
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
When Greedy Wins: Emergent Exploitation Bias in Meta-Bandit LLM Training
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Hierarchical Prototype Learning for Semantic Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
WithAnyone: Toward Controllable and ID Consistent Image Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Swap-guided Preference Learning for Personalized Reinforcement Learning from Human Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Counterfactual LLM-based Framework for Measuring Rhetorical Style
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Ensembling Pruned Attention Heads For Uncertainty-Aware Efficient Transformers
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
RoboInter: A Holistic Intermediate Representation Suite Towards Robotic Manipulation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Human Behavior Atlas: Benchmarking Unified Psychological And Social Behavior Understanding
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
AdaRank: Adaptive Rank Pruning for Enhanced Model Merging
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Test-Time Poisoned Sample Detection by Exploiting Shallow Malicious Matching in Backdoored CLIP
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Terminal-Bench: Benchmarking Agents on Hard, Realistic Tasks in Command Line Interfaces
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning Boltzmann Generators via Constrained Mass Transport
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Does FLUX Already Know How to Perform Physically Plausible Image Composition?
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PostAlign: Multimodal Grounding as a Corrective Lens for MLLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Cautious Optimizers: Improving Training with One Line of Code
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
StreamingVLM: Real-Time Understanding for Infinite Video Streams
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Multi-Domain Transferable Graph Gluing for Building Graph Foundation Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Distributions as Actions: A Unified Framework for Diverse Action Spaces
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Fairness-Aware Multi-view Evidential Learning with Adaptive Prior
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Enhancing Hallucination Detection through Noise Injection
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Explainable Token-level Noise Filtering for LLM Fine-tuning Datasets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Efficient Message-Passing Transformer for Error Correcting Codes
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Symmetry-Aware Bayesian Optimization via Max Kernels
[
OpenReview]
Blog Post Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Flow Where You Want
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
IMSE: Intrinsic Mixture of Spectral Experts Fine-tuning for Test-Time Adaptation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
TTT3R: 3D Reconstruction as Test-Time Training
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Meta-Learning Theory-Informed Inductive Biases using Deep Kernel Gaussian Processes
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PEAR: Phase Entropy Aware Reward for Efficient Reasoning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
EXP-Bench: Can AI Conduct AI Research Experiments?
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MAGO: Beyond Fixed Hyperparameters with Multi-Objective Pareto Optimization for Hybrid LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Understanding the Mechanisms of Fast Hyperparameter Transfer
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
BiasScope: Towards Automated Detection of Bias in LLM-as-a-Judge Evaluation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
D-REX: Differentiable Real-to-Sim-to-Real Engine for Learning Dexterous Grasping
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Constant Degree Matrix-Driven Incomplete Multi-View Clustering via Connectivity-Structure and Embedding Tensor Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
TyphoonMLA: A Mixed Naive-Absorb MLA Kernel For Shared Prefix
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Understanding vs. Generation: Navigating Optimization Dilemma in Multimodal Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Singleton-Optimized Conformal Prediction
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
NoisePrints: Distortion-Free Watermarks for Authorship in Private Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
VMDiff: Visual Mixing Diffusion for Limitless Cross-Object Synthesis
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Spatial-DISE: A Unified Benchmark for Evaluating Spatial Reasoning in Vision-Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ReFocusEraser: Refocusing for Small Object Removal with Robust Context-Shadow Repair
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
$\boldsymbol{\partial^\infty}$-Grid: Differentiable Grid Representations for Fast and Accurate Solutions to Differential Equations
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DiMeR: Disentangled Mesh Reconstruction Model with Normal-only Geometry Training
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Decoding Open-Ended Information Seeking Goals from Eye Movements in Reading
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Fair Graph Machine Learning under Adversarial Missingness Processes
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Ctrl-World: A Controllable Generative World Model for Robot Manipulation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PE-SGD: Differentially Private Deep Learning via Evolution of Gradient Subspace for Text
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Semantic-Enhanced Time-Series Forecasting via Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Deep Learning for Subspace Regression
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
RedacBench: Can AI Erase Your Secrets?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SpikeStereoNet: A Brain-Inspired Framework for Stereo Depth Estimation from Spike Streams
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
High-Dimensional Analysis of Single-Layer Attention for Sparse-Token Classification
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SSG: Scaled Spatial Guidance for Multi-Scale Visual Autoregressive Generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Characterizing Pattern Matching and Its Limits on Compositional Task Structures
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning with Dual-level Noisy Correspondence for Multi-modal Entity Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Human-Object Interaction via Automatically Designed VLM-Guided Motion Policy
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
OpenFly: A COMPREHENSIVE PLATFORM FOR AERIAL VISION-LANGUAGE NAVIGATION
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Resisting Contextual Interference in RAG via Parametric-Knowledge Reinforcement
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Multimodal Dataset Distillation via Phased Teacher Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
RAIN-Merging: A Gradient-Free Method to Enhance Instruction Following in Large Reasoning Models with Preserved Thinking Format
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DNT: a Deeply Normalized Transformer that can be trained by Momentum SGD
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Spectral Attention Steering for Prompt Highlighting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PuzzleWorld: A Benchmark for Multimodal, Open-Ended Reasoning in Puzzlehunts
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Hierarchical Entity-centric Reinforcement Learning with Factored Subgoal Diffusion
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
STDDN: A Physics-Guided Deep Learning Framework for Crowd Simulation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Beyond the Known: An Unknown-Aware Large Language Model for Open-Set Text Classification
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn LLM Agents
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
InfBaGel: Human-Object-Scene Interaction Generation with Dynamic Perception and Iterative Refinement
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Distributional Equivalence in Linear Non-Gaussian Latent-Variable Cyclic Causal Models: Characterization and Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Machine Unlearning under Retain–Forget Entanglement
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DND: Boosting Large Language Models with Dynamic Nested Depth
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Entropy-preserving reinforcement learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning Distributions over Permutations and Rankings with Factorized Representations
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Peak-Return Greedy Slicing: Subtrajectory Selection for Transformer-based Offline RL
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Noise-Adaptive Diffusion Sampling for Inverse Problems Without Task-Specific Tuning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Break the Trade-off Between Watermark Strength and Speculative Sampling Efficiency for Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Separable Neural Networks: Approximation Theory, NTK Regime, and Preconditioned Gradient Descent
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
InSight-o3: Empowering Multimodal Foundation Models with Generalized Visual Search
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
When Flatness Does (Not) Guarantee Adversarial Robustness
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Human3R: Everyone Everywhere All at Once
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Prune Redundancy, Preserve Essence: Vision Token Compression in VLMs via Synergistic Importance-Diversity
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DOPPLER: Dual-Policy Learning for Device Assignment in Asynchronous Dataflow Graphs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
WATS: Wavelet-Aware Temperature Scaling for Reliable Graph Neural Networks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
HippoTune: A Hippocampal Associative Loop–Inspired Fine-Tuning Method for Continual Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CTRL&SHIFT: High-quality Geometry-Aware Object Manipulation in Visual Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DePO: Demonstration-guided Policy Optimization for Molecular Optimization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
FullPart: Generating each 3D Part at Full Resolution
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Annotation-Efficient Honesty Alignment via Confidence Elicitation and Calibration
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
On The Surprising Effectiveness of a Single Global Merging in Decentralized Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Grasp Any Region: Prompting MLLM to Understand the Dense World
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LightCtrl: Training-free Controllable Video Relighting
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PAMDP: Interact to Persona Alignment via a Partially Observable Markov Decision Process
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Delta-XAI: A Unified Framework for Explaining Prediction Changes in Online Time Series Monitoring
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Exploring Interpretability for Visual Prompt Tuning with Cross-layer Concepts
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PRISM: Progressive Robust Learning for Open-World Continual Category Discovery
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
TaskCraft: Automated Generation of Agentic Tasks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
From Reproduction to Replication: Evaluating Research Agents with Progressive Code Masking
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
From Large to Small: Transferring CUDA Optimization Expertise via Reasoning Graph
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Subspace Kernel Learning on Tensor Sequences
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
BiasFreeBench: a Benchmark for Mitigating Bias in Large Language Model Responses
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
On the Impossibility of Separating Intelligence from Judgment: The Computational Intractability of Filtering for AI Alignment
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Supporting Multimodal Intermediate Fusion with Informatic Constraint and Distribution Coherence
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Distributionally Robust Cooperative Multi-agent Reinforcement Learning with Value Factorization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
APT: Towards Universal Scene Graph Generation via Plug-in Adaptive Prompt Tuning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Edit-Based Flow Matching for Temporal Point Processes
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Study of Training Dynamics for Memory-Constrained Fine-Tuning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
InputDSA: Demixing, then comparing recurrent and externally driven dynamics
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Best-of-Majority: Minimax-Optimal Strategy for Pass@k Inference Scaling
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Towards Personalized Deep Research: Benchmarks and Evaluations
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Long-Document QA with Chain-of-Structured-Thought and Fine-Tuned SLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
OmniCT: Towards a Unified Slice-Volume LVLM for Comprehensive CT Analysis
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
FaithCoT-Bench: Benchmarking Instance-Level Faithfulness of Chain-of-Thought Reasoning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Scaf-GRPO: Scaffolded Group Relative Policy Optimization for Enhancing LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
How Text Quality Interventions Reshape Neural Scaling Laws for LLMs: Empirical Study
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Go Beyond Earth: Understanding Human Actions and Scenes in Microgravity Environments
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
TRIBE: TRImodal Brain Encoder for whole-brain fMRI response prediction
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LSA: Layer-wise Sparsity Allocation for Large Language Model Pruning Based on Minimal Linear Reconstruction Error
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Strategic Planning and Rationalizing on Trees Make LLMs Better Debaters
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Divide, Harmonize, Then Conquer It: Shooting Multi-Commodity Flow Problems with Multimodal Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Go-Browse: Training Web Agents with Structured Exploration
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
The Power of Small Initialization in Noisy Low-Tubal-Rank Tensor Recovery
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Sparse CLIP: Co-Optimizing Interpretability and Performance in Contrastive Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SYNC: Measuring and Advancing Synthesizability in Structure-Based Drug Design
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Silent Leaks: Implicit Knowledge Extraction Attack on RAG Systems
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CloDS: Visual-Only Unsupervised Cloth Dynamics Learning in Unknown Conditions
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MANZANO: A Simple and Scalable Unified Multimodal Model with a Hybrid Vision Tokenizer
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
AutoGPS: Automated Geometry Problem Solving via Multimodal Formalization and Deductive Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
On the Interaction of Compressibility and Adversarial Robustness
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SketchThinker-R1: Towards Efficient Sketch-Style Reasoning in Large Multimodal Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MOSAIC: Multi-Subject Personalized Generation via Correspondence-Aware Alignment and Disentanglement
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Robust Spiking Neural Networks Against Adversarial Attacks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SCOPED: Score–Curvature Out-of-distribution Proximity Evaluator for Diffusion
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Refining Hybrid Genetic Search for CVRP via Reinforcement Learning-Finetuned LLM
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Hyperparameter Trajectory Inference with Conditional Lagrangian Optimal Transport
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
On the Theoretical Limitations of Embedding-Based Retrieval
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Deep Global-sense Hard-negative Discriminative Generation Hashing for Cross-modal Retrieval
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
AEGIS: Adversarial Target–Guided Retention-Data-Free Robust Concept Erasure from Diffusion Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Gaussian certified unlearning in high dimensions: A hypothesis testing approach
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Children's Intelligence Tests Pose Challenges for MLLMs? KidGym: A 2D Grid-Based Reasoning Benchmark for MLLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Geometric Constraints for Small Language Models to Understand and Expand Scientific Taxonomies
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Fusing Pixels and Genes: Spatially-Aware Learning in Computational Pathology
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
On the Eligibility of LLMs for Counterfactual Reasoning: A Decompositional Study
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Decoupling the Class Label and the Target Concept in Machine Unlearning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning to Recall with Transformers Beyond Orthogonal Embeddings
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
XIL: Cross-Expanding Incremental Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Composition-Grounded Instruction Synthesis for Visual Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Belief-Based Offline Reinforcement Learning for Delay-Robust Policy Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Diffusion Negative Preference Optimization Made Simple
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Unified In-Context Video Editing
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning Adaptive Distribution Alignment with Neural Characteristic Function for Graph Domain Adaptation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning Structure-Semantic Evolution Trajectories for Graph Domain Adaptation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Cactus: Accelerating Auto-Regressive Decoding with Constrained Acceptance Speculative Sampling
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MemAgent: Reshaping Long-Context LLM with Multi-Conv RL-based Memory Agent
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
AnyTouch 2: General Optical Tactile Representation Learning For Dynamic Tactile Perception
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Understanding Dataset Distillation via Spectral Filtering
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Achieving Expert-Level Agent from Foundation Model via Complexity Curriculum Reinforcement Learning with Synthetic Data
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Compositional Neuro-Symbolic Concepts in Neural Activities
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
FreeAdapt: Unleashing Diffusion Priors for Ultra-High-Definition Image Restoration
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Short Window Attention Enables Long-Term Memorization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
VQ-Transplant: Efficient VQ-Module Integration for Pre-trained Visual Tokenizers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
From Assistant to Independent Developer — Are GPTs Ready for Software Development?
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MOAI: Module-Optimizing Architecture for Non-Interactive Secure Transformer Inference
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SinkTrack: Attention Sink based Context Anchoring for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
X-VLA: Soft-Prompted Transformer as Scalable Cross-Embodiment Vision-Language-Action Model
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Aligning Deep Implicit Preferences by Learning to Reason Defensively
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Seeing Across Views: Benchmarking Spatial Reasoning of Vision-Language Models in Robotic Scenes
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
To Augment or Not to Augment? Diagnosing Distributional Symmetry Breaking
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Dragging with Geometry: From Pixels to Geometry-Guided Image Editing
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
R-Zero: Self-Evolving Reasoning LLM from Zero Data
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
RLVMR: Reinforcement Learning with Verifiable Meta-Reasoning Rewards for Robust Long-Horizon Agents
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Prune-then-Quantize or Quantize-then-Prune? Understanding the Impact of Compression Order in Joint Model Compression
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Group Representational Position Embedding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Virne: A Comprehensive Benchmark for RL-based Network Resource Allocation in NFV
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Hierarchical Value-Decomposed Offline Reinforcement Learning for Whole-Body Control
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
WebFactory: Automated Compression of Foundational Language Intelligence into Grounded Web Agents
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
TEST-TIME SCALING IN DIFFUSION LLMS VIA HIDDEN SEMI-AUTOREGRESSIVE EXPERTS
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Incorporating Expert Priors into Bayesian Optimization via Dynamic Mean Decay
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
WebShaper: Agentically Data Synthesizing via Information-Seeking Formalization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
KVComm: Enabling Efficient LLM Communication through Selective KV Sharing
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MoM: Linear Sequence Modeling with Mixture-of-Memories
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ToolWeaver: Weaving Collaborative Semantics for Scalable Tool Use in Large Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
When Scores Learn Geometry: Rate Separations under the Manifold Hypothesis
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Fast Language Generation through Discrete Diffusion Divergence Instruct
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
FideDiff: Efficient Diffusion Model for High-Fidelity Image Motion Deblurring
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DeLeaker: Dynamic Inference-Time Reweighting For Semantic Leakage Mitigation in Text-to-Image Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SAE as a Crystal Ball: Interpretable Features Predict Cross-domain Transferability of LLMs without Training
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Pruning as a Cooperative Game: Surrogate-Assisted Layer Contribution Estimation for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SelvaBox: A high‑resolution dataset for tropical tree crown detection
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Discrete Variational Autoencoding via Policy Search
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Dual-Space Smoothness for Robust and Balanced LLM Unlearning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Block-wise Adaptive Caching for Accelerating Diffusion Policy
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Splat and Distill: Augmenting Teachers with Feed-Forward 3D Reconstruction For 3D-Aware Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Fine-tuning Done Right in Model Editing
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Understanding the Emergence of Seemingly Useless Features in Next-Token Predictors
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Modality-free Graph In-context Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MMPD: Diverse Time Series Forecasting via Multi-Mode Patch Diffusion Loss
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SpaCE-Eval: A Benchmark for Real-World Multi-Modal Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Near Optimal Robust Federated Learning Against Data Poisoning Attack
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Squeeze the Soaked Sponge: Efficient Off-policy RFT for Large Language Model
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CMPhysBench: A Benchmark for Evaluating Large Language Models in Condensed Matter Physics
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Contractive Diffusion Policies: Robust Action Diffusion via Contractive Score-Based Sampling with Differential Equations
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LLMS ON TRIAL: Evaluating Judicial Fairness For Large Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Optimal Aggregation of LLM and PRM Signals for Efficient Test-Time Scaling
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Feedback-driven recurrent quantum neural network universality
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
vAttention: Verified Sparse Attention via Sampling
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
On the Wasserstein Geodesic Principal Component Analysis of probability measures
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Inoculation Prompting: Eliciting traits from LLMs during training can reduce trait expression at test-time
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Toward Enhancing Representation Learning in Federated Multi-Task Settings
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Textual Bayes: Quantifying Uncertainty in LLM-Based Systems
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Understanding Language Prior of LVLMs by Contrasting Chain-of-Embedding
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Why Reinforcement Fine-Tuning Enables MLLMs Preserve Prior Knowledge Better: A Data Perspective
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LLM Pretraining with Continuous Concepts
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Overthinking Reduction with Decoupled Rewards and Curriculum Data Scheduling
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MILR: Improving Multimodal Image Generation via Test-Time Latent Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ELEPHANT: Measuring and understanding social sycophancy in LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
From atom to space: A region-based readout function for spatial properties of materials
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Nonparametric Teaching of Attention Learners
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
HoloPart: Generative 3D Part Amodal Segmentation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Pretrain–Test Task Alignment Governs Generalization in In-Context Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Verifier-free Test-Time Sampling for Vision Language Action Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Conformalized Hierarchical Calibration for Uncertainty-Aware Adaptive Hashing
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Proper Velocity Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Compactness and Consistency: A Conjoint Framework for Deep Graph Clustering
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Towards a Foundation Model for Crowdsourced Label Aggregation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MARS-Sep: Multimodal-Aligned Reinforced Sound Separation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Reasoned Safety Alignment: Ensuring Jailbreak Defense via Answer-Then-Check
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DeepEyesV2: Toward Agentic Multimodal Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
One2Scene: Geometric Consistent Explorable 3D Scene Generation from a Single Image
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ResearchRubrics: A Benchmark of Prompts and Rubrics For Deep Research Agents
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Predicting LLM Reasoning Performance with Small Proxy Model
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Pulp Motion: Framing-aware multimodal camera and human motion generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Huxley-G\"odel Machine: Human-Level Coding Agent Development by an Approximation of the Optimal Self-Improving Machine
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
AlignSep: Temporally-Aligned Video-Queried Sound Separation with Flow Matching
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Pre-training LLM without Learning Rate Decay Enhances Supervised Fine-Tuning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Seeing Through Deception: Uncovering Misleading Creator Intent in Multimodal News with Vision-Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Time Is All It Takes: Spike-Retiming Attacks on Event-Driven Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DeLiVR: Differential Spatiotemporal Lie Bias for Efficient Video Deraining
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
BLADE: Block-Sparse Attention Meets Step Distillation for Efficient Video Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DAG-Math: Graph-Guided Mathematical Reasoning in LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Look Back to Reason Forward: Revisitable Memory for Long-Context LLM Agents
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
COSA: Context-aware Output-Space Adapter for Test-Time Adaptation in Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Co-rewarding: Stable Self-supervised RL for Eliciting Reasoning in Large Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
NGS-Marker: Robust Native Watermarking for 3D Gaussian Splatting
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Reasoning in Space via Grounding in the World
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PD$^{2}$GS: Part-Level Decoupling and Continuous Deformation of Articulated Objects via Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Context Learning for Multi-Agent Discussion
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Closing the Modality Gap Aligns Group-Wise Semantics
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
VenusX: Unlocking Fine-Grained Functional Understanding of Proteins
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SASFT: Sparse Autoencoder-guided Supervised Finetuning to Mitigate Unexpected Code-Switching in LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Breaking Safety Paradox with Feasible Dual Policy Iteration
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
An Agentic Framework with LLMs for Solving Complex Vehicle Routing Problems
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Culture in Action: Evaluating Text-to-Image Models through Social Activities
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
RAPID$^3$: Tri-Level Reinforced Acceleration Policies for Diffusion Transformer
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Convergence of Regret Matching in Potential Games and Constrained Optimization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Same Content, Different Representations: A Controlled Study for Table QA
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
TRAC: Tensor-Train based Across-layer Compression for Parameter-Efficient Fine-Tuning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Deconstructing Guidance: A Semantic Hierarchy for Precise Diffusion Model Editing
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
A Memory-Efficient Hierarchical Algorithm for Large-scale Optimal Transport Problems
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
$AutoDrive\text{-}P^3$: Unified Chain of Perception–Prediction–Planning Thought via Reinforcement Fine-Tuning
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
FlowNIB: An Information Bottleneck Analysis of Bidirectional vs. Unidirectional Language Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
RPM: Reasoning-Level Personalization for Black-Box Large Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
TD-MoE: Tensor Decomposition for MoE Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CodeGenGuard: A Robust Watermark for Code Generation Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
$\textbf{Re}^{2}$: Unlocking LLM Reasoning via Reinforcement Learning with Re-solving
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Texture Vector-Quantization and Reconstruction Aware Prediction for Generative Super-Resolution
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DiffusionNFT: Online Diffusion Reinforcement with Forward Process
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Horseshoe Splatting: Handling Structural Sparsity for Uncertainty-Aware Gaussian-Splatting Radiance Field Rendering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
What Matters for Bioacoustic Encoding
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Token-based Audio Inpainting via Discrete Diffusion
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MoSA: Motion-Coherent Human Video Generation via Structure-Appearance Decoupling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ConvT3: Structured State Kernels for Convolutional State Space Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
On the Benefits of Weight Normalization for Overparameterized Matrix Sensing
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Graphon Cross-Validation: Assessing Models on Network Data
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Transformers as Unsupervised Learning Algorithms: A study on Gaussian Mixtures
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Detecting Invariant Manifolds in ReLU-Based RNNs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
PiCa: Parameter-Efficient Fine-Tuning with Column Space Projection
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Tokenisation over Bounded Alphabets is Hard
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
STITCH: Simultaneous Thinking and Talking with Chunked Reasoning for Spoken Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Dynamics-inspired Structure Hallucination for Protein-protein Interaction Modeling
[
Poster]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LC-PLM: Long-context Protein Language Modeling Using Bidirectional Mamba with Shared Projection Layers
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Just Do It!? Computer-Use Agents Exhibit Blind Goal-Directedness
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
BioMD: All-atom Generative Model for Biomolecular Dynamics Simulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
OmniCVR: A Benchmark for Omni-Composed Video Retrieval with Vision, Audio, and Text
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Frequency-aware Dynamic Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Chart Deep Research in LVLMs via Parallel Relative Policy Optimization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CaRe-BN: Precise Moving Statistics for Stabilizing Spiking Neural Networks in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Towards Lossless Memory-efficient Training of Spiking Neural Networks via Gradient Checkpointing and Spike Compression
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
The Achilles’ Heel of LLMs: How Altering a Handful of Neurons Can Cripple Language Abilities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Maximizing Incremental Information Entropy for Contrastive Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Adaptive Debiasing Tsallis Entropy for Test-Time Adaptation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
XModBench: Benchmarking Cross-Modal Capabilities and Consistency in Omni-Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LLMs are Greedy Agents: Effects of RL Fine-tuning on Decision-Making Abilities
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
VeriTrail: Closed-Domain Hallucination Detection with Traceability
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
TileLang: Bridge Programmability and Performance in Modern Neural Kernels
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Architecture-Agnostic Test-Time Adaptation via Backprop-Free Embedding Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Verifying Chain-of-Thought Reasoning via its Computational Graph
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Can Transformers Really Do It All? On the Compatibility of Inductive Biases Across Tasks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Certified Evaluation of Model-Level Explanations for Graph Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Scaling Agent Learning via Experience Synthesis
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
GUIDE: Gated Uncertainty-Informed Disentangled Experts for Long-tailed Recognition
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
OrthoSolver: A Neural Proper Orthogonal Decomposition Solver For PDEs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
GranViT: A Fine-Grained Vision Model With Autoregressive Perception For MLLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Align Your Structures: Generating Trajectories with Structure Pretraining for Molecular Dynamics
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SMAN-Bench: A Cross-System Benchmark for Mobile Agents under Single- and Multi-path, Ambiguous, and Noisy Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Sample Efficient Offline RL via T-Symmetry Enforced Latent State-Stitching
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
THOR: Tool-Integrated Hierarchical Optimization via RL for Mathematical Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Knowledge Externalization: Reversible Unlearning and Modular Retrieval in Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LaTo: Landmark-tokenized Diffusion Transformer for Fine-grained Human Face Editing
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
AVERE: Improving Audiovisual Emotion Reasoning with Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Dual-Robust Cross-Domain Offline Reinforcement Learning Against Dynamics Shifts
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Principled RL for Diffusion LLMs Emerges from a Sequence-Level Perspective
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Obfuscated Activations Bypass LLM Latent-Space Defenses
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learnable Sparsity for Vision Generative Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SIGMA-GEN: STRUCTURE AND IDENTITY GUIDED MULTI-SUBJECT ASSEMBLY FOR IMAGE GENERATION
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Half-order Fine-Tuning for Diffusion Model: A Recursive Likelihood Ratio Optimizer
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Thinking-Free Policy Initialization Makes Distilled Reasoning Models More Effective and Efficient Reasoners
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Watch your steps: Dormant Adversarial Behaviors that Activate upon LLM Finetuning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Enhancing Learning with Noisy Labels via Rockafellian Relaxation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Read the Room: Video Social Reasoning with Mental-Physical Causal Chains
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SCRAPL: Scattering Transform with Random Paths for Machine Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Off-Policy Evaluation for Ranking Policies under Deterministic Logging Policies
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Beyond Match Maximization and Fairness: Retention-Objectified Two-Sided Matching
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
UP2You: Fast Reconstruction of Yourself from Unconstrained Photo Collections
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MarS-FM: Generative Modeling of Molecular Dynamics via Markov State Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Beyond Masks: Efficient, Flexible Diffusion Language Models via Deletion-Insertion Processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Unsupervised Representation Learning for 3D Mesh Parameterization with Semantic and Visibility Objectives
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
SPICE: Submodular Penalized Information–Conflict Selection for Efficient Large Language Model Training
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Cat-PO: Cross-modal Adaptive Token-rewards for Preference Optimization in Truthful Multimodal LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Think in Parallel, Answer as One: Logit Averaging for Open-Ended Reasoning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Incentives in Federated Learning with Heterogeneous Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Memba: Membrane-driven Parameter-Efficient Fine-Tuning for Mamba
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
From ``Sure" to ``Sorry": Detecting Jailbreak in Large Vision Language Model via JailNeurons
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Revisiting Long-context Modeling from Context Denoising Perspective
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Steering the Herd: A Framework for LLM-based Control of Social Learning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Seeing What’s Not There: Negation Understanding Needs More Than Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
A Hierarchical Circuit Symbolic Discovery Framework for Efficient Logic Optimization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ATOM: A Pretrained Neural Operator for Multitask Molecular Dynamics
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
HUME: Measuring the Human-Model Performance Gap in Text Embedding Tasks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Conformal Prediction with Corrupted Labels: Uncertain Imputation and Robust Re-weighting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Benchmarking Open-ended Segmentation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
RefineStat: Efficient Exploration for Probabilistic Program Synthesis
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
InnoGym: Benchmarking the Innovation Potential of AI Agents
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Change Point Localization and Inference in Dynamic Multilayer Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LLM-JEPA: Large Language Models Meet Joint Embedding Predictive Architectures
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
On the stability of gradient descent with second order dynamics for time-varying cost functions
[
Slides]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
DirMoE: Dirichlet-Routed Mixture of Experts
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
RefineBench: Evaluating Refinement Capability in Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Solving the 2-norm k-hyperplane clustering problem via multi-norm formulations
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Guided Speculative Inference for Efficient Test-Time Alignment of LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
UniTrack: Differentiable Graph Representation Learning for Multi-Object Tracking
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Understanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MultiMat: Multimodal Program Synthesis for Procedural Materials using Large Multimodal Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Hyperbolic Aware Minimization: Implicit Bias for Sparsity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
IAGA: Identity-Aware Gaussian Approximation for Efficient 3D Molecular Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Test-Time Matching: Unlocking Compositional Reasoning in Multimodal Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Long-Context Generalization with Sparse Attention
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MetaVLA: Unified Meta Co-Training for Efficient Embodied Adaptation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Capacity-Aware Inference: Mitigating the Straggler Effect in Mixture of Experts
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Homeostatic Adaptation of Optimal Population Codes under Metabolic Stress
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Inference-Time Dynamic Modality Selection for Incomplete Multimodal Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LogiStory: A Logic-Aware Framework for Multi-Image Story Visualization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Transformers Learn Latent Mixture Models In-Context via Mirror Descent
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
The Quest for Generalizable Motion Generation: Data, Model, and Evaluation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Birch SGD: A Tree Graph Framework for Local and Asynchronous SGD Methods
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Variation-aware Flexible 3D Gaussian Editing
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Map the Flow: Revealing Hidden Pathways of Information in VideoLLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
StylOS: Multi-View 3D Stylization with Single-Forward Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Continuum Transformers Perform In-Context Learning by Operator Gradient Descent
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CRONOS: Continuous time reconstruction for 4D medical longitudinal series
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
VideoPhy-2: A Challenging Action-Centric Physical Commonsense Evaluation in Video Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CroCoDiLight: Repurposing Cross-View Completion Encoders for Relighting
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Minor First, Major Last: A Depth-Induced Implicit Bias of Sharpness-Aware Minimization
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ZeroTuning: Unlocking the Initial Token's Power to Enhance Large Language Models Without Training
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Self-Destructive Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Continuous multinomial logistic regression for neural decoding
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
From Narrow to Panoramic Vision: Attention-Guided Cold-Start Reshapes Multimodal Reasoning
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Internal Evaluation of Density-Based Clusterings with Noise
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Beyond Ensembles: Simulating All-Atom Protein Dynamics in a Learned Latent Space
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Tracing and Reversing Edits in LLMs: A Study on Rank-One Model Edits
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LLM Fingerprinting via Semantically Conditioned Watermarks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Dynamic Chunking for End-to-End Hierarchical Sequence Modeling
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Conformalized Decision Risk Assessment
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Erase to Improve: Erasable Reinforcement Learning for Search-Augmented LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning Self-Critiquing Mechanisms for Region-Guided Chest X-Ray Report Generation
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Revisting Node Affinity Prediction In Temporal Graphs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
LLaVAction: evaluating and training multi-modal large language models for action understanding
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Mango-GS: Enhancing Spatio-Temporal Consistency in Dynamic Scenes Reconstruction using Multi-Frame Node-Guided 4D Gaussian Splatting
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Benefits and Pitfalls of Reinforcement Learning for Language Model Planning: A Theoretical Perspective
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
VisCodex: Unified Multimodal Code Generation via Merging Vision and Coding Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
How Well Does GPT-4o Understand Vision? Evaluating Multimodal Foundation Models on Standard Computer Vision Tasks
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
GRADIEND: Feature Learning within Neural Networks Exemplified through Biases
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Rethinking Bottlenecks in Safety Fine-Tuning of Vision Language Models
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
GeoFAR: Geography-Informed Frequency-Aware Super-Resolution for Climate Data
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Spatially Informed Autoencoders for Interpretable Visual Representation Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Chimera: State Space Models Beyond Sequences
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Interference-Isolated Elastic Weight Consolidation and Knowledge Calibration for Incremental Object Detection
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
CARPRT: Class-Aware Zero-Shot Prompt Reweighting for Vision-Language Model
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Information Theoretic Guarantees For Policy Alignment In Large Language Models
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Iterated Q-Network: Beyond One-Step Bellman Updates in Deep Reinforcement Learning
[
Poster]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Online Selective Conformal Inference: Errors and Solutions
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Setting the Record Straight on Transformer Oversmoothing
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Learning Retrieval Models with Sparse Autoencoders
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MaRS: Memory-Adaptive Routing for Reliable Capacity Expansion and Knowledge Retention
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
MomaGraph: State-Aware Unified Scene Graphs with Vision-Language Models for Embodied Task Planning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Membership Inference Attacks Against Fine-tuned Diffusion Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
When Does Divide and Conquer Work for Long Context LLM? A Noise Decomposition Framework
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
BAH Dataset for Ambivalence/Hesitancy Recognition in Videos for Behavioural Change
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Cache What Lasts: Token Retention for Memory-Bounded KV Cache in LLMs
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Advancing Universal Deep Learning for Electronic-Structure Hamiltonian Prediction of Materials
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Partially Equivariant Reinforcement Learning in Symmetry-Breaking Environments
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Helix: Evolutionary Reinforcement Learning for Open-Ended Scientific Problem Solving
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
GoalRank: Group-Relative Optimization for a Large Ranking Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Pose-RFT: Aligning MLLMs for 3D Pose Generation via Hybrid Action Reinforcement Fine-Tuning
[
OpenReview]
Poster
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
ViPER: Empowering the Self-Evolution of Visual Perception Abilities in Vision-Language Models
[
OpenReview]
Oral Session
Thu Apr 23 11:15 AM -- 12:45 PM (PDT) None
Oral Session 2A
Oral Session
Thu Apr 23 11:15 AM -- 12:45 PM (PDT) None
Oral Session 2B
Oral Session
Thu Apr 23 11:15 AM -- 12:45 PM (PDT) None
Oral Session 2C
Oral Session
Thu Apr 23 11:15 AM -- 12:45 PM (PDT) None
Oral Session 2D
Oral Session
Thu Apr 23 11:15 AM -- 12:45 PM (PDT) None
Oral Session 2E
Oral Session
Thu Apr 23 11:15 AM -- 12:45 PM (PDT) None
Oral Session 2F
Poster Session
Thu Apr 23 11:15 AM -- 01:45 PM (PDT) None
Poster Session 2
Oral
Thu Apr 23 11:27 AM -- 11:37 AM (PDT) None
How Do Transformers Learn to Associate Tokens: Gradient Leading Terms Bring Mechanistic Interpretability
[
OpenReview]
Oral
Thu Apr 23 11:27 AM -- 11:37 AM (PDT) None
Probabilistic Kernel Function for Fast Angle Testing
[
OpenReview]
Oral
Thu Apr 23 11:27 AM -- 11:37 AM (PDT) None
EmotionThinker: Prosody-Aware Reinforcement Learning for Explainable Speech Emotion Reasoning
[
OpenReview]
Oral
Thu Apr 23 11:27 AM -- 11:37 AM (PDT) None
Is it Thinking or Cheating? Detecting Implicit Reward Hacking by Measuring Reasoning Effort
[
OpenReview]
Oral
Thu Apr 23 11:27 AM -- 11:37 AM (PDT) None
Veritas: Generalizable Deepfake Detection via Pattern-Aware Reasoning
[
OpenReview]
Oral
Thu Apr 23 11:27 AM -- 11:37 AM (PDT) None
Depth Anything 3: Recovering the Visual Space from Any Views
[
OpenReview]
Oral
Thu Apr 23 11:39 AM -- 11:49 AM (PDT) None
On the Generalization Capacities of MLLMs for Spatial Intelligence
[
OpenReview]
Oral
Thu Apr 23 11:39 AM -- 11:49 AM (PDT) None
Differentially Private Domain Discovery
[
OpenReview]
Oral
Thu Apr 23 11:39 AM -- 11:49 AM (PDT) None
Sequences of Logits Reveal the Low Rank Structure of Language Models
[
OpenReview]
Oral
Thu Apr 23 11:39 AM -- 11:49 AM (PDT) None
Text-to-3D by Stitching a Multi-view Reconstruction Network to a Video Generator
[
OpenReview]
Oral
Thu Apr 23 11:39 AM -- 11:49 AM (PDT) None
LLMs Get Lost In Multi-Turn Conversation
[
OpenReview]
Oral
Thu Apr 23 11:39 AM -- 11:49 AM (PDT) None
Token-Importance Guided Direct Preference Optimization
[
OpenReview]
Oral
Thu Apr 23 11:51 AM -- 12:01 PM (PDT) None
How Reliable is Language Model Micro-Benchmarking?
[
OpenReview]
Oral
Thu Apr 23 11:51 AM -- 12:01 PM (PDT) None
P-GenRM: Personalized Generative Reward Model with Test-time User-based Scaling
[
OpenReview]
Oral
Thu Apr 23 11:51 AM -- 12:01 PM (PDT) None
Monocular Normal Estimation via Shading Sequence Estimation
[
OpenReview]
Oral
Thu Apr 23 11:51 AM -- 12:01 PM (PDT) None
Causal Structure Learning in Hawkes Processes with Complex Latent Confounder Networks
[
OpenReview]
Oral
Thu Apr 23 11:51 AM -- 12:01 PM (PDT) None
DepthLM: Metric Depth from Vision Language Models
[
OpenReview]
Oral
Thu Apr 23 11:51 AM -- 12:01 PM (PDT) None
Intrinsic Entropy of Context Length Scaling in LLMs
[
Slides]
[
OpenReview]
Oral
Thu Apr 23 12:03 PM -- 12:13 PM (PDT) None
FlashVID: Efficient Video Large Language Models via Training-free Tree-based Spatiotemporal Token Merging
[
OpenReview]
Oral
Thu Apr 23 12:03 PM -- 12:13 PM (PDT) None
From Markov to Laplace: How Mamba In-Context Learns Markov Chains
[
OpenReview]
Oral
Thu Apr 23 12:03 PM -- 12:13 PM (PDT) None
Radiometrically Consistent Gaussian Surfels for Inverse Rendering
[
OpenReview]
Oral
Thu Apr 23 12:03 PM -- 12:13 PM (PDT) None
Temporal Sparse Autoencoders: Leveraging the Sequential Nature of Language for Interpretability
[
OpenReview]
Oral
Thu Apr 23 12:03 PM -- 12:13 PM (PDT) None
Reasoning without Training: Your Base Model is Smarter Than You Think
[
OpenReview]
Oral
Thu Apr 23 12:03 PM -- 12:13 PM (PDT) None
AdAEM: An Adaptively and Automated Extensible Evaluation Method of LLMs' Value Difference
[
OpenReview]
Oral
Thu Apr 23 12:15 PM -- 12:25 PM (PDT) None
A Representer Theorem for Hawkes Processes via Penalized Least Squares Minimization
[
OpenReview]
Oral
Thu Apr 23 12:15 PM -- 12:25 PM (PDT) None
The Coverage Principle: How Pre-Training Enables Post-Training
[
OpenReview]
Oral
Thu Apr 23 12:15 PM -- 12:25 PM (PDT) None
True Self-Supervised Novel View Synthesis is Transferable
[
OpenReview]
Oral
Thu Apr 23 12:15 PM -- 12:25 PM (PDT) None
LoongRL: Reinforcement Learning for Advanced Reasoning over Long Contexts
[
OpenReview]
Oral
Thu Apr 23 12:15 PM -- 12:25 PM (PDT) None
What's In My Human Feedback? Learning Interpretable Descriptions of Preference Data
[
OpenReview]
Oral
Thu Apr 23 12:15 PM -- 12:25 PM (PDT) None
Multimodal Aligned Semantic Knowledge for Unpaired Image-text Matching
[
OpenReview]
Oral
Thu Apr 23 12:27 PM -- 12:37 PM (PDT) None
Vid-LLM: A Compact Video-based 3D Multimodal LLM with Reconstruction–Reasoning Synergy
[
OpenReview]
Oral
Thu Apr 23 12:27 PM -- 12:37 PM (PDT) None
Cross-Domain Lossy Compression via Rate- and Classification-Constrained Optimal Transport
[
OpenReview]
Oral
Thu Apr 23 12:27 PM -- 12:37 PM (PDT) None
Q-RAG: Long Context Multi‑Step Retrieval via Value‑Based Embedder Training
[
OpenReview]
Oral
Thu Apr 23 12:27 PM -- 12:37 PM (PDT) None
Quantitative Bounds for Length Generalization in Transformers
[
OpenReview]
Oral
Thu Apr 23 12:27 PM -- 12:37 PM (PDT) None
cadrille: Multi-modal CAD Reconstruction with Reinforcement Learning
[
OpenReview]
Oral
Thu Apr 23 12:27 PM -- 12:37 PM (PDT) None
EigenBench: A Comparative Behavioral Measure of Value Alignment
[
OpenReview]
Remarks
Thu Apr 23 01:45 PM -- 02:15 PM (PDT) @ Amphitheater None
Opening Ceremony + Awards
Reception
Thu Apr 23 02:30 PM -- 04:00 PM (PDT) @ Amphitheater None
Reception
Registration Desk
Fri Apr 24 04:00 AM -- 01:30 PM (PDT) @ Convention Center Foyer None
Registration Desk 1
Break
Fri Apr 24 06:00 AM -- 06:30 AM (PDT) @ Pavilion 4 None
Break
Oral
Fri Apr 24 06:30 AM -- 06:40 AM (PDT) None
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data
[
OpenReview]
Oral
Fri Apr 24 06:30 AM -- 06:40 AM (PDT) None
Taming Momentum: Rethinking Optimizer States Through Low-Rank Approximation
[
OpenReview]
Oral
Fri Apr 24 06:30 AM -- 06:40 AM (PDT) None
Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation
[
OpenReview]
Oral
Fri Apr 24 06:30 AM -- 06:40 AM (PDT) None
The Polar Express: Optimal Matrix Sign Methods and their Application to the Muon Algorithm
[
OpenReview]
Oral
Fri Apr 24 06:30 AM -- 06:40 AM (PDT) None
Extending Sequence Length is Not All You Need: Effective Integration of Multimodal Signals for Gene Expression Prediction
[
OpenReview]
Oral
Fri Apr 24 06:30 AM -- 06:40 AM (PDT) None
MomaGraph: State-Aware Unified Scene Graphs with Vision-Language Models for Embodied Task Planning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DEAS: DEtached value learning with Action Sequence for Scalable Offline RL
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Differentiable Lifting for Topological Neural Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LLMs Can Hide Text in Other Text of the Same Length
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Seeing Through the Brain: New Insights from Decoding Visual Stimuli with fMRI
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Neuron-Aware Data Selection in Instruction Tuning for Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Structurally Human, Semantically Biased: Detecting LLM-Generated References with Embeddings and GNNs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
An Efficient SE(p)-Invariant Transport Metric Driven by Polar Transport Discrepancy-based Representation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SyncTrack: Rhythmic Stability and Synchronization in Multi-Track Music Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Proving the Limited Scalability of Centralized Distributed Optimization via a New Lower Bound Construction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
WavePolyp: Video Polyp Segmentation via Hierarchical Wavelet-Based Feature Aggregation and Inter-Frame Divergence Perception
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OccDriver: Future Occupancy Guided Dual-branch Trajectory Planner in Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Demystifying and Enhancing the Efficiency of Large Language Model Based Search Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Reformulation for Pretraining Data Augmentation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Plan then Act: Bi-level CAD Command Sequence Generation
[
Slides]
[
Poster]
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Layered Ontology of Models, Resolving the Epistemological Crisis of AI
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ToProVAR: Efficient Visual Autoregressive Modeling via Tri-Dimensional Entropy-Aware Semantic Analysis and Sparsity Optimization
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Contact-guided Real2Sim from Monocular Video with Planar Scene Primitives
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
HalluEntity: Benchmarking and Understanding Entity-Level Hallucination Detection
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ETGS: Explicit Thermodynamics Gaussian Splatting for Dynamic Thermal Reconstruction
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scale-wise Distillation of Diffusion Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Physics-informed learning under mixing: How physical knowledge speeds up learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Retaining Suboptimal Actions to Follow Shifting Optima in Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MARC: Memory-Augmented RL Token Compression for Efficient Video Understanding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Why We Need New Benchmarks for Local Intrinsic Dimension Estimation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TRACED: Transition-aware Regret Approximation with Co-learnability for Environment Design
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BEAT: Visual Backdoor Attacks on VLM-based Embodied Agents via Contrastive Trigger Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MathFimer: Enhancing Mathematical Reasoning by Expanding Reasoning Steps through Fill-in-the-Middle Task
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DRIFT: Learning from Abundant User Dissatisfaction in Real-World Preference Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Toward Universal and Transferable Jailbreak Attacks on Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Expanding Reasoning Potential in Foundation Model by Learning Diverse Chains of Thought Patterns
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Biologically Plausible Learning via Bidirectional Spike-Based Distillation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SafeDialBench: A Fine-Grained Safety Evaluation Benchmark for Large Language Models in Multi-Turn Dialogues with Diverse Jailbreak Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Robust Deep Reinforcement Learning against Adversarial Behavior Manipulation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Diagnosing Failures in Generalization from Task-Relevant Representational Geometry
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
D2E: Scaling Vision-Action Pretraining on Desktop Data for Transfer to Embodied AI
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
INTIMA: A Benchmark for Human-AI Companionship Behavior
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Zebra-CoT: A Dataset for Interleaved Vision-Language Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ChatInject: Abusing Chat Templates for Prompt Injection in LLM Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Physics-Grounded 4D Dynamics with Neural Gaussian Force Fields
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Active Learning for Decision Trees with Provable Guarantees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RepSpec: Structural Re-parameterized Draft Model Training for Speculative Decoding
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Influence-Preserving Proxies for Gradient-Based Data Selection in LLM FineTuning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DR-SAC: Distributionally Robust Soft Actor-Critic for Reinforcement Learning under Uncertainty
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PRISM-Physics: Causal DAG-Based Process Evaluation for Physics Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Inpainting-Guided Policy Optimization for Diffusion Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards Quantifying Long-Range Interactions in Graph Machine Learning: a Large Graph Dataset and a Measurement
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Action-Free Offline-To-Online RL via Discretised State Policies
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Membership: Limitations of Add/Remove Adjacency in Differential Privacy
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Cut Less, Fold More: Model Compression through the Lens of Projection Geometry
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TikZilla: Scaling Text-to-TikZ with High-Quality Data and Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Figma2Code: Automating Multimodal Design to Code in the Wild
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
HardcoreLogic: Challenging Large Reasoning Models with Long-tail Logic Puzzle Games
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unleashing LLMs in Bayesian Optimization: Preference-Guided Framework for Scientific Discovery
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Imitating the Truth: Attention-aware Truth-Guided Enhancement for Hallucination Mitigation in Large Vision-Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unified Registration of Cortical and Subcortical Structures
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Robustness in Text-Attributed Graph Learning: Insights, Trade-offs, and New Defenses
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Efficient Discriminative Joint Encoders for Large Scale Vision-Language Reranking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Functional MRI Time Series Generation via Wavelet-Based Image Transform and Spectral Flow Matching for Brain Disorder Identification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Splat the Net: Radiance Fields with Splattable Neural Primitives
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sci2Pol: Evaluating and Fine-tuning LLMs on Scientific-to-Policy Brief Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Generative Modeling from Black-Box Corruptions via Self-Consistent Stochastic Interpolants
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dancing in Chains: Strategic Persuasion in Academic Rebuttal via Theory of Mind
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
High-dimensional limit theorems for SGD: Momentum and Adaptive Step-sizes
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mixture of Cognitive Reasoners: Modular Reasoning with Brain-Like Specialization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TableDART: Dynamic Adaptive Multi-Modal Routing for Table Understanding
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Magic Words: Sharpness-Aware Prompt Evolving for Robust Large Language Models with TARE
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AbstRaL: Augmenting LLMs' Reasoning by Reinforcing Abstract Thinking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
From Tokens to Thoughts: How LLMs and Humans Trade Compression for Meaning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LORE: Jointly Learning The Intrinsic Dimensionality and Relative Similarity Structure from Ordinal Data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LLMs as Rules Oracles: Exploring Real-World Multimodal Reasoning in Tabletop Strategy Game Environments
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ATPO: ADAPTIVE TREE POLICY OPTIMIZATION FOR MULTI-TURN MEDICAL DIALOGUE
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MOSS: Efficient and Accurate FP8 LLM Training with Microscaling and Automatic Scaling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SiNGER: A Clearer Voice Distills Vision Transformers Further
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Optimal Transport-Induced Samples against Out-of-Distribution Overconfidence
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hey, That's My Model! Introducing Chain & Hash, An LLM Fingerprinting Technique
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Designing Time Series Experiments in A/B Testing with Transformer Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EnvSocial-Diff: A Diffusion-Based Crowd Simulation Model with Environmental Conditioning and Individual- Group Interaction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MnemoDyn: Learning Resting State Dynamics from $40$K FMRI sequences
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AutoCodeBench: Large Language Models are Automatic Code Benchmark Generators
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Oversmoothing, "Oversquashing'', Heterophily, Long-Range, and more: Demystifying Common Beliefs in Graph Machine Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LAMDA: A Longitudinal Android Malware Benchmark for Concept Drift Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Navigating the Accuracy-Size Trade-Off with Flexible Model Merging
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ERTACache: Error Rectification and Timesteps Adjustment for Efficient Diffusion
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SAES-SVD: Self-Adaptive Suppression of Accumulated and Local Errors for SVD-based LLM Compression
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FastGRPO: Accelerating Policy Optimization via Concurrency-aware Speculative Decoding and Online Draft Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unified Privacy Guarantees for Decentralized Learning via Matrix Factorization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
WoW!: World Models in a Closed-Loop World
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GALAX: Graph-Augmented Language Model for Explainable Reinforcement-Guided Subgraph Reasoning in Precision Medicine
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sparsity-promoting Fine-tuning for Equivariant Materials Foundation Model
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Task-Related Token Compression in Multimodal Large Language Models from an Explainability Perspective
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Differentially Private Two-Stage Gradient Descent for Instrumental Variable Regression
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adaptive Test-Time Training for Predicting Need for Invasive Mechanical Ventilation in Multi-Center Cohorts
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MIRA: Memory-Integrated Reinforcement Learning Agent with Limited LLM Guidance
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Training Dynamics of the Cooldown Stage in Warmup-Stable-Decay Learning Rate Scheduler
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TGM: A Modular and Efficient Library for Machine Learning on Temporal Graphs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Relational Graph Transformer
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Boolean Satisfiability via Imitation Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DoFlow: Flow-based Generative Models for Interventional and Counterfactual Forecasting on Time Series
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sharp Monocular View Synthesis in Less Than a Second
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Correlations in the Data Lead to Semantically Rich Feature Geometry Under Superposition
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ReFORM: Reflected Flows for On-support Offline RL via Noise Manipulation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Encoder-only Next Token Prediction
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EchoMotion: Unified Human Video and Motion Generation via Dual-Modality Diffusion Transformer
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Tighter Performance Theory of FedExProx
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ExpertLongBench: Benchmarking Language Models on Expert-Level Long-Form Generation Tasks with Structured Checklists
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adaptive gradient descent on Riemannian manifolds and its applications to Gaussian variational inference
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Understanding VLMs Spatial Mental Modeling Capability from Limited Views
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BOLT: Decision‑Aligned Distillation and Budget-Aware Routing for Constrained Multimodal QA on Robots
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Incomplete Data, Complete Dynamics: A Diffusion Approach
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Reinforcement Unlearning via Group Relative Policy Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ARMOR: High-Performance Semi-Structured Pruning via Adaptive Matrix Factorization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Exploratory Diffusion Model for Unsupervised Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
No Detail Left Behind: Revisiting Self-Retrieval for Fine-Grained Image Captioning
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ManagerBench: Evaluating the Safety-Pragmatism Trade-off in Autonomous LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
When MLLMs Meets Compression Distortion: A Coding Paradigm Tailored to MLLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Closed-form $\ell_r$ norm scaling with data for overparameterized linear regression and diagonal linear networks under $\ell_p$ bias
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Efficient Test-Time Scaling for Small Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FreeViS: Training-free Video Stylization with Inconsistent References
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Decision Aggregation under Quantal Response
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EchoGen: Generating Visual Echoes in Any Scene via Feed-Forward Subject-Driven Auto-Regressive Model
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DGNet: Learning Spatiotemporal PDEs with Discrete Green Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Celo: Training Versatile Learned Optimizers on a Compute Diet
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Physics vs Distributions: Pareto Optimal Flow Matching with Physics Constraints
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SocialJax: An Evaluation Suite for Multi-agent Reinforcement Learning in Sequential Social Dilemmas
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Robust Denoising Neural Reranker for Recommender Systems
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Single Architecture for Representing Invariance Under Any Space Group
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling Laws Meet Model Architecture: Toward Inference-Efficient LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Diversity-Incentivized Exploration for Versatile Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Robust Generalized Schr\"{o}dinger Bridge via Sparse Variational Gaussian Processes
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MATA: A Trainable Hierarchical Automaton System for Multi-Agent Visual Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OSCAR: Online Soft Compression for RAG
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ReLi3D: Relightable Multi-view 3D Reconstruction with Disentangled Illumination
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Real-Time Reasoning Agents in Evolving Environments
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning a distance measure from the information-estimation geometry of data
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond a Million Tokens: Benchmarking and Enhancing Long-Term Memory in LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Enabling Your Forensic Detector Know How Well It Performs on Distorted Samples
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hyden: A Hybrid Dual-Path Encoder for Monocular Geometry of High-resolution Images
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Convergence Dynamics of Over-Parameterized Score Matching for a Single Gaussian
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Exploration v.s. Exploitation: Rethinking RLVR through Clipping, Entropy, and Spurious Reward
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Pretrain Value, Not Reward: Decoupled Value Policy Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PredNext: Explicit Cross-View Temporal Prediction for Unsupervised Learning in Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RewardEval: Advancing Reward Model Evaluation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards Sequence Modeling Alignment between Tokenizer and Autoregressive Model
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Effect of Attention Head Count on Transformer Approximation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Conformal Prediction for Long-Tailed Classification
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VCWorld: A Biological World Model for Virtual Cell Simulation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TiTok: Transfer Token-level Knowledge via Contrastive Excess to Transplant LoRA
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Constrained Decoding of Diffusion LLMs with Context-Free Grammars
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EntropyLong: Effective Long-Context Training via Predictive Uncertainty
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Spinning Straw into Gold: Relabeling LLM Agent Trajectories in Hindsight for Successful Demonstrations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Will AI Tell Lies to Save Sick Children? Litmus-Testing AI Values Prioritization with AIRiskDilemmas
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RADAR: Reasoning–Ability and Difficulty-Aware Routing in Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DiffSDA: Unsupervised Diffusion Sequential Disentanglement Across Modalities
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Pareto-Conditioned Diffusion Models for Offline Multi-Objective Optimization
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Brain-Semantoks: Learning Semantic Tokens of Brain Dynamics with a Self-Distilled Foundation Model
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Diffusion Fine-Tuning via Reparameterized Policy Gradient of the Soft Q-Function
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
HDR-NSFF: High Dynamic Range Neural Scene Flow Fields
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
: One LLM Token for Explicit Graph Structural Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Measuring and Mitigating Rapport Bias of Large Language Models under Multi-Agent Social Interactions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Step to Decouple Optimization in 3DGS
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Compute-Optimal Quantization-Aware Training
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RoboCasa365: A Large-Scale Simulation Framework for Training and Benchmarking Generalist Robots
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unlocking the Power of Multi-Agent LLM for Reasoning: From Lazy Agents to Deliberation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond URLs: Metadata Diversity and Position for Efficient LLM Pretraining
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mamba-3: Improved Sequence Modeling using State Space Principles
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
On the Wings of Imagination: Conflicting Script-based Multi-role Framework for Humor Caption Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
JanusVLN: Decoupling Semantics and Spatiality with Dual Implicit Memory for Vision-Language Navigation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Alignment Waltz: Jointly Training Agents to Collaborate for Safety
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Latent Particle World Models: Self-supervised Object-centric Stochastic Dynamics Modeling
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Teach2Eval: An Interaction-Driven LLMs Evaluation Method via Teaching Effectiveness
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Aria: an Agent for Retrieval and Iterative Auto-Formalization via Dependency Graph
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GenSR: Symbolic regression based on equation generative space
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EdgeCape: Edge Weight Prediction For Category-Agnostic Pose Estimation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Two-Way Is Better Than One: Bidirectional Alignment with Cycle Consistency for Exemplar-Free Class-Incremental Learning
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
When More is Less: Understanding Chain-of-Thought Length in LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Diffusion Duality, Chapter II: $\Psi$-Samplers and Efficient Curriculum
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Facts at Scale with Active Reading
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Training-free Counterfactual Explanation for Temporal Graph Model Inference
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Search Arena: Analyzing Search-Augmented LLMs
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
How Stable is the Next Token? A Geometric View of LLM Prediction Stability
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EditBench: Evaluating LLM Abilities to Perform Real-World Instructed Code Edits
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Gauge-invariant representation holonomy
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Certifying the Full YOLO Pipeline: A Probabilistic Verification Approach
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unleashing Guidance Without Classifiers for Human-Object Interaction Animation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bayesian Neural Networks for Functional ANOVA Model
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DiffPBR: Point-Based Rendering via Spatial-Aware Residual Diffusion
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TwinVLA: Data-Efficient Bimanual Manipulation with Twin Single-Arm Vision-Language-Action Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Motion-Aligned Word Embeddings for Text-to-Motion Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Deterministic Bounds and Random Estimates of Metric Tensors on Neuromanifolds
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Moving Beyond Diffusion: Hierarchy-to-Hierarchy Autoregression for fMRI-to-Image Reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Visual symbolic mechanisms: Emergent symbol processing in Vision Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Common Corpus: The Largest Collection of Ethical Data for LLM Pre-Training
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DaVinci: Reinforcing Visual-Structural Syntax in MLLMs for Generalized Scientific Diagram Parsing
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unified Diffusion VLA: Vision-Language-Action Model via Joint Discrete Diffusion Diffusion Process
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Probing Rotary Position Embeddings through Frequency Entropy
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mixture-of-Experts Can Surpass Dense LLMs Under Strictly Equal Resource
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Deep Ignorance: Filtering Pretraining Data Builds Tamper-Resistant Safeguards into Open-Weight LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Representation Alignment for Diffusion Transformers without External Components
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Controllable Sequence Editing for Biological and Clinical Trajectories
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multi-state Protein Design with DynamicMPNN
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Characterizing and Optimizing the Spatial Kernel of Multi Resolution Hash Encodings
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Framework for Studying AI Agent Behavior: Evidence from Consumer Choice Experiments
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Foundation Visual Encoders Are Secretly Few-Shot Anomaly Detectors
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Federated Graph-Level Clustering Network with Dual Knowledge Separation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GmNet: Revisiting Gating Mechanisms From A Frequency View
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hybrid Reinforcement: when reward is sparse, better to be dense
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
From Language to Locomotion: Retargeting-free Humanoid Control via Motion Latent Guidance
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PixelVLA: Advancing Pixel-level Understanding in Vision-Language-Action Model
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FreqKV: Key-Value Compression in Frequency Domain for Context Window Extension
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AFTER: Mitigating the Object Hallucination of LVLM via Adaptive Factual-Guided Activation Editing
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Generative Value Conflicts Reveal LLM Priorities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Minimax-Optimal Aggregation for Density Ratio Estimation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EgoBrain: Synergizing Minds and Eyes For Human Action Understanding
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Instance-wise Adaptive Scheduling via Derivative-Free Meta-Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SecP-Tuning: Efficient Privacy-Preserving Prompt Tuning for Large Language Models via MPC
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
NOVA3R: Non-pixel-aligned Visual Transformer for Amodal 3D Reconstruction
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Federated Learning with Profile Mapping under Distribution Shifts and Drifts
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LogART: Pushing the Limit of Efficient Logarithmic Post-Training Quantization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Code2Bench: Scaling Source and Rigor for Dynamic Benchmark Construction
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Explicit Single-Cell Dynamics Using ODE Representations
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Massive Activations are the Key to Local Detail Synthesis in Diffusion Transformers
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Improving Human-AI Coordination through Online Adversarial Training and Generative Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BANZ-FS: BANZSL Fingerspelling Dataset
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mordal: Automated Pretrained Model Selection for Vision Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Unseen Frontier: Pushing the Limits of LLM Sparsity with Surrogate-Free ADMM
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
On Measuring Influence in Avoiding Undesired Future
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TIPS: Turn-level Information-Potential Reward Shaping for Search-Augmented LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FLOWER: A Flow-Matching Solver for Inverse Problems
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Latent Wasserstein Adversarial Imitation Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adaptive Data-Knowledge Alignment in Genetic Perturbation Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unifying Stable Optimization and Reference Regularization in RLHF
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TPRU: Advancing Temporal and Procedural Understanding in Large Multimodal Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bilevel Optimization with Lower-Level Uniform Convexity: Theory and Algorithm
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CoMind: Towards Community-Driven Agents for Machine Learning Engineering
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Training-Free Loosely Speculative Decoding: Accepting Semantically Correct Drafts Beyond Exact Match
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning to See Before Seeing: Demystifying LLM Visual Priors from Language Pre-training
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Pedagogically-Inspired Data Synthesis for Language Model Knowledge Distillation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Uncertainty Matters in Dynamic Gaussian Splatting for Monocular 4D Reconstruction
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Cutting the Skip: Training Residual-Free Transformers
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GenCape: Structure-Inductive Generative Modeling for Category-Agnostic Pose Estimation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Intrinsic Explanation of Random Subspace Method for Enhanced Security Applications
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GIT-BO: High-Dimensional Bayesian Optimization with Tabular Foundation Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Long-tailed Test-Time Adaptation for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Retrieval-of-Thought: Efficient Reasoning via Reusing Thoughts
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LABEL-FREE MITIGATION OF SPURIOUS CORRELATIONS IN VLMS USING SPARSE AUTOENCODERS
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Decoupled MeanFlow: Turning Flow Models into Flow Maps for Accelerated Sampling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
HAMLET: Switch Your Vision-Language-Action Model into a History-Aware Policy
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Routing Manifold Alignment Improves Generalization of Mixture-of-Experts LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BioTamperNet: Affinity-Guided State-Space Model Detecting Tampered Biomedical Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Statistical Guarantees for Approximate Stationary Points of Shallow Neural Networks
[
Poster]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AutoQD: Automatic Discovery of Diverse Behaviors with Quality-Diversity Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
H$^3$GNNs: Harmonizing Heterophily and Homophily in GNNs via Self-Supervised Node Encoding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adaptive Moments are Surprisingly Effective for Plug-and-Play Diffusion Sampling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Efficient Reasoning with Balanced Thinking
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning from Synthetic Data Improves Multi-hop Reasoning
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Realtime Video Frame Interpolation using One-Step Diffusion Sampling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
HSSBench: Benchmarking Humanities and Social Sciences Ability for Multimodal Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BAR: Refactor the Basis of Autoregressive Visual Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SimuHome: A Temporal- and Environment-Aware Benchmark for Smart Home LLM Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Evolution of Concepts in Language Model Pre-Training
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards Understanding the Nature of Attention with Low-Rank Sparse Decomposition
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning to Grasp Anything By Playing with Random Toys
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Ordinal Probabilistic Reward from Preferences
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Structure Learning from Time-Series Data with Lag-Agnostic Structural Prior
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mean Estimation from Coarse Data: Characterizations and Efficient Algorithms
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GUI-Shift: Enhancing VLM-Based GUI Agents through Self-supervised Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
UniSS: Unified Expressive Speech-to-Speech Translation with Your Voice
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Gradient Intrinsic Dimensionality Alignment：Narrowing The Gap Between Low-Rank Adaptation and Full Fine-Tuning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LiTo: Surface Light Field Tokenization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Temporal Graph Thumbnail: Robust Representation Learning with Global Evolutionary Skeleton
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
UI-Ins: Enhancing GUI Grounding with Multi-Perspective Instruction as Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Syncphony: Synchronized Audio-to-Video Generation with Diffusion Transformers
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LLM as an Algorithmist: Enhancing Anomaly Detectors via Programmatic Synthesis
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Equivariant Splitting: Self-supervised learning from incomplete data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Skeletons: Learning Animation Directly from Driving Videos with Same2X Training Strategy
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
S2R-HDR: A Large-Scale Rendered Dataset for HDR Fusion
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bilateral Information-aware Test-time Adaptation for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Pragma-VL: Towards a Pragmatic Arbitration of Safety and Helpfulness in MLLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Reducing Class-Wise Performance Disparity via Margin Regularization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Do LLMs Forget What They Should? Evaluating In-Context Forgetting in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RIVER: Real-time Video Interaction Benchmark
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hot Fuzz: Temperature-Tunable Composition of Diffusion models with Fuzzy Logic
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SpotIt: Evaluating Text-to-SQL Evaluation with Formal Verification
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
InternSVG: Towards Unified SVG Tasks with Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Soft-Masked Diffusion Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bures Generalized Category Discovery
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Implicit Inversion turns CLIP into a Decoder
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PRISM: Enhancing PRotein Inverse Folding through Fine- Grained Retrieval on Structure-Sequence Multimodal Representations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Peng's Q($\lambda$) for Conservative Value Estimation in Offline Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
On Discriminative vs. Generative classifiers: Rethinking MLLMs for Action Understanding
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LLMs Struggle to Balance Reasoning and World Knowledge in Causal Narrative Understanding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation via Lens of Dynamic Interactions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The logical expressiveness of topological neural networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Tug-of-War No More: Harmonizing Accuracy and Robustness in Vision-Language Models via Stability-Aware Task Vector Merging
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Agentic Reinforced Policy Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CompMarkGS: Robust Watermarking for Compressed 3D Gaussian Splatting
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Capability-Based Scaling Laws for LLM-Based Red-Teaming
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
From Ticks to Flows: Dynamics of Neural Reinforcement Learning in Continuous Environments
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RFEval: Benchmarking Reasoning Faithfulness under Counterfactual Reasoning Intervention in Large Reasoning Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GAPrune: Gradient-Alignment Pruning for Domain-Aware Embeddings
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Semantic Visual Anomaly Detection and Reasoning in AI-Generated Images
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Statistical Theory of Overfitting for Imbalanced Classification
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Unseen Bias: How Norm Discrepancy in Pre-Norm MLLMs Leads to Visual Information Loss
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Exponential-Wrapped Mechanisms: Differential Privacy on Hadamard Manifolds Made Practical
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Global and Local Topology-Aware Graph Generation via Dual Conditioning Diffusion
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
From Text to Talk: Audio-Language Model Needs Non-Autoregressive Joint Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ThinKV: Thought-Adaptive KV Cache Compression for Efficient Reasoning Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Watch the Weights: Unsupervised monitoring and control of fine-tuned LLMs
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AI Fundamentals: Valuing AI Agents & Data Assets
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Stopping Computation for Converged Tokens in Masked Diffusion-LM Decoding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SHE-LoRA: Selective Homomorphic Encryption for Federated Tuning with Heterogeneous LoRA
[
Slides]
[
Poster]
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Destruction is a General Strategy to Learn Generation; Diffusion's Strength is to Take it Seriously; Exploration is the Future
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VITA: Zero-Shot Value Functions via Test-Time Adaptation of Vision–Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards Strategic Persuasion with Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Larger Datasets Can Be Repeated More: A Theoretical Analysis of Multi-Epoch Scaling in Linear Regression
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FlashRNN: Unlocking Parallel Training of Nonlinear RNNs for Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Prompt-Robust Vision-Language Models via Meta-Finetuning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Overlap-weighted orthogonal meta-learner for treatment effect estimation over time
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Benefits and Limitations of Communication in Multi-Agent Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Neural Posterior Estimation with Latent Basis Expansions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Turning Internal Gap into Self-Improvement: Promoting the Generation-Understanding Unification in MLLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Relational Feature Caching for Accelerating Diffusion Transformers
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning Capabilities of LLMs as Urban Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adversarially Pretrained Transformers may be Universally Robust In-Context Learners
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bayesian Test-Time Adaptation via Dirichlet feature projection and GMM-Driven Inference for Motor Imagery EEG Decoding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
(U)NFV: Supervised and Unsupervised Neural Finite Volume Methods for Solving Hyperbolic PDEs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Lie of the Average: How Class Incremental Learning Evaluation Deceives You?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VITA: Vision-to-Action Flow Matching Policy
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unsupervised Invariant Risk Minimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning a Game by Paying the Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LaSeR: Reinforcement Learning with Last-Token Self-Rewarding
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Price of Quality: Sufficient Conditions for Sparse Recovery using Mixed-Quality Data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Si-GT: Fast Interconnect Signal Integrity Analysis for Integrated Circuit Design via Graph Transformers
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MASAM: Multimodal Adaptive Sharpness-Aware Minimization for Heterogeneous Data Fusion
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PSDNorm: Temporal Normalization for Deep Learning in Sleep Staging
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Efficient Autoregressive Inference for Transformer Probabilistic Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling up Memory for Robotic Control via Experience Retrieval
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dynamic Multi-sample Mixup with Gradient Exploration for Open-set Graph Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BFM-Zero: A Promptable Behavioral Foundation Model for Humanoid Control Using Unsupervised Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Compose and Fuse: Revisiting the Foundational Bottlenecks in Multimodal Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Comparing AI Agents to Cybersecurity Professionals in Real-World Penetration Testing
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DeepCompress: A Dual Reward Strategy for Dynamically Exploring and Compressing Reasoning Chains
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
HiFo-Prompt: Prompting with Hindsight and Foresight for LLM-based Automatic Heuristic Design
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SWINGARENA: Adversarial Programming Arena for Long-context GitHub Issue Solving
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dual Randomized Smoothing: Beyond Global Noise Variance
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
From Medical Records to Diagnostic Dialogues: A Clinical-Grounded Approach and Dataset for Psychiatric Comorbidity
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SONATA: Synergistic Coreset Informed Adaptive Temporal Tensor Factorization
[
Slides]
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dynamic Parameter Reuse Augments Reasoning via Latent Chain of Thought
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Decoupling Primitive with Experts: Dynamic Feature Alignment for Compositional Zero-Shot Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
An Empirical Study of Attention and Diversity for Adaptive Visual Token Pruning in Large Vision-Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OD$^3$: Optimization-free Dataset Distillation for Object Detection
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Imitation Game: Turing Machine Imitator is Length Generalizable Reasoner
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GraphPlanner: Graph-Based Agentic Routing for LLMs
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
What (and What Not) are Calibrated Probabilities Actually Useful for?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dual-IPO: Dual-Iterative Preference Optimization for Text-to-Video Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Uni-CoT: Towards Unified Chain-of-Thought Reasoning Across Text and Vision
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Self-Refining Vision Language Model for Robotic Failure Detection and Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Entropy-Based Block Pruning for Efficient Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Matting Anything 2: Towards Video Matting for Anything
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Intrinsic Lorentz Neural Network
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Fast Proteome-Scale Protein Interaction Retrieval via Residue-Level Factorization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hallucination Begins Where Saliency Drops
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
STORK: Faster Diffusion and Flow Matching Sampling by Resolving both Stiffness and Structure-Dependence
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Active Learning of 3D Gaussian Splatting with Consistent Region Partition and Robust Pose Estimation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Direct Doubly Robust Estimation of Conditional Quantile Contrasts
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DiffInk: Glyph- and Style-Aware Latent Diffusion Transformer for Text to Online Handwriting Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
WorldTree: Towards 4D Dynamic Worlds from Monocular Video using Tree-Chains
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CoMem: Compositional Concept-Graph Memory for Continual Vision–Language Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RLAP-CLIP: Continual Multimodal Learning with Prototype Adaptation and Difficulty-Aware Routing
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Simple "Motivation" Can Enhance Reinforcement Finetuning of Large Reasoning Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EchoMind: An Interrelated Multi-level Benchmark for Evaluating Empathetic Speech Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EAST: Early Action Prediction Sampling Strategy with Token Masking
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SFBD-OMNI: Bridge models for lossy measurement restoration with limited clean samples
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Imagine How To Change: Explicit Procedure Modeling for Change Captioning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Distilling the Thought, Watermarking the Answer: A Principle Semantic Guided Watermark for Reasoning Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
From Conversation to Query Execution: Benchmarking User and Tool Interactions for EHR Database Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dynamic Texture Modeling of 3D Clothed Gaussian Avatars from a Single Video
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Reducing Symmetry Increase in Equivariant Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Understanding Routing Mechanism in Mixture-of-Experts Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Through the Lens of Contrast: Self-Improving Visual Reasoning in VLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling Linear Attention with Sparse State Expansion
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dual-Solver: A Generalized ODE Solver for Diffusion Models with Dual Prediction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Memorizing Long-tail Data Can Help Generalization Through Composition
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bridging Fairness and Explainability: Can Input-Based Explanations Promote Fairness in Hate Speech Detection?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Debiased and Denoised Projection Learning for Incomplete Multi-view Clustering
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Single-stream Policy Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Neural Networks Learn Multi-Index Models Near the Information-Theoretic Limit
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards a Certificate of Trust: Task-Aware OOD Detection for Scientific AI
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Model Predictive Adversarial Imitation Learning for Planning from Observation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Heterogeneous Front-Door Effects: Debiased Estimation with Quasi-Oracle Guarantees
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multi-agent Coordination via Flow Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Knowledge Reasoning Language Model: Unifying Knowledge and Language for Inductive Knowledge Graph Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Generalized Spherical Neural Operators: Green’s Function Formulation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Readout Representation: Redefining Neural Codes by Input Recovery
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bridging Radiology and Pathology Foundation Models via Concept-Based Multimodal Co-Adaptation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Fathom-DeepResearch: Unlocking Long Horizon Information Retrieval and Synthesis for SLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
How Far Can Unsupervised RLVR Scale LLM Training?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Simulating and Understanding Deceptive Behaviors in Long-Horizon Interactions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VaseVQA-3D: Benchmarking 3D VLMs on Ancient Greek Pottery
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bi-LoRA: Efficient Sharpness-Aware Minimization for Fine-Tuning Large-Scale Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
3DSMT: A Hybrid Spiking Mamba-Transformer for Point Cloud Analysis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Online Pseudo-Zeroth-Order Training of Neuromorphic Spiking Neural Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SEMA: Simple yet Effective Learning for Multi-Turn Jailbreak Attacks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Better Bounds for the Distributed Experts Problem
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Forge: Compiling a Unified Abstraction into Scalable Kernels for Linear Attention
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dynamic Early Exit in Reasoning Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Text-to-Image: Liberating Generation with a Unified Discrete Diffusion Model
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Graph-of-Agents: A Graph-based Framework for Multi-Agent LLM Collaboration
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Efficient Credal Prediction through Decalibration
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
3D Scene Prompting for Scene-Consistent Camera-Controllable Video Generation
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Implicit 4D Gaussian Splatting for Fast Motion with Large Inter-Frame Displacements
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
StyliTruth : Unlocking Stylized yet Truthful LLM Generation via Disentangled Steering
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
COMPASS: Robust Feature Conformal Prediction for Medical Segmentation Metrics
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Identifiability and recoverability in self-supervised models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sample Reward Soups: Query-efficient Multi-Reward Guidance for Text-to-Image Diffusion Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Joint Optimization for 4D Human-Scene Reconstruction in the Wild
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adaptive Mesh Quantization for Neural PDE Solvers
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Shift-and-Sum Quantization for Visual Autoregressive Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Evaluating Text Creativity across Diverse Domains: a Dataset and Large Language Model Evaluator
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Efficient and Interpretable Multi-Agent Communication
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LongHorizonUI: A Unified Framework for Robust long-horizon Task Automation of GUI Agent
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Do LLM Agents Know How to Ground, Recover, and Assess? A Benchmark for Epistemic Competence in Information-Seeking Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FRABench and UFEval: Unified Fine-grained Evaluation with Task and Aspect Generalization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AutoFly: Vision-Language-Action Model for UAV Autonomous Navigation in the Wild
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MIRACLE: Model-free Imitation and Reinforcement Learning for Adaptive Cut-Selection
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A State-Transition Framework for Efficient LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multimodal LLM-assisted Evolutionary Search for Programmatic Control Policies
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Globally aware optimization with resurgence
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MoBE: Mixture-of-Basis-Experts for Compressing MoE-based LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Scalable Inter-edge Correlation Modeling in CopulaGNN for Link Sign Prediction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CineTrans: Learning to Generate Videos with Cinematic Transitions via Masked Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Invert4TVG: A Temporal Video Grounding Framework with Inversion Tasks Preserving Action Understanding Ability
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ContextPRM: Leveraging Contextual Coherence for multi-domain Test-Time Scaling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Model Already Knows the Best Noise: Bayesian Active Noise Selection via Attention in Video Diffusion Model
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
On-the-Fly Adaptation to Quantization: Configuration-Aware LoRA for Efficient Fine-Tuning of Quantized LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ASCIIEval: Benchmarking Models' Visual Perception in Text Strings via ASCII Art
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Flash-Mono: Feed-Forward Accelerated Gaussian Splatting Monocular SLAM
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
QeRL: Beyond Efficiency - Quantization-enhanced Reinforcement Learning for LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Divide and Abstract: Autoformalization via Decomposition and Abstraction Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
From Collapse to Control: Understanding and Extending Context Length in Emerging Hybrid Models via Universal Position Interpolation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dataset Color Quantization: A Training-Oriented Framework for Dataset-Level Compression
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Illusion of Diminishing Returns: Measuring Long Horizon Execution in LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hinge Regression Tree: A Newton Method for Oblique Regression Tree Splitting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TerraFM: A Scalable Foundation Model for Unified Multisensor Earth Observation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Identifying and Evaluating Inactive Heads in Pretrained LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DRIFT: Divergent Response in Filtered Transformations for Robust Adversarial Defense
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
WebDS: An End-to-End Benchmark for Web-based Data Science
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OSWorld-MCP: Benchmarking MCP Tool Invocation In Computer-Use Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VisionLaw: Inferring Interpretable Intrinsic Dynamics from Visual Observations via Bilevel Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ViPO: Visual Preference Optimization at Scale
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Do 3D Large Language Models Really Understand 3D Spatial Relationships?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Rethinking the Gold Standard: Why Discrete Curvature Fails to Fully Capture Over-squashing in GNNs?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
WOW-Seg: A Word-free Open World Segmentation Model
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Out-of-Distribution Graph Models Merging
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Spectral-Grassmann Wasserstein metric for operator representations of dynamical systems
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
REAP the Experts: Why Pruning Prevails for One-Shot MoE compression
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PRO-MOF: Policy Optimization with Universal Atomistic Models for Controllable MOF Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ASTRAEA: A Token-wise Acceleration Framework for Video Diffusion Transformers
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Is Graph Unlearning Ready for Practice? A Benchmark on Efficiency, Utility, and Forgetting
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SynthWorlds: Controlled Parallel Worlds for Disentangling Reasoning and Knowledge in Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Direct Preference Optimization for Primitive-Enabled Hierarchical RL: A Bilevel Approach
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unbiased Gradient Estimation for Event Binning via Functional Backpropagation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Spilling the Beans: Teaching LLMs to Self-Report Their Hidden Objectives
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
HEAPr: Hessian-based Efficient Atomic Expert Pruning in Output Space
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
More Than What Was Chosen: LLM-based Explainable Recommendation Beyond Noisy User Preferences
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TFHE-Coder: Evaluating LLM Agents for secure Fully Homomorphic Encryption Code Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TCD-Arena: Assessing Robustness of Time Series Causal Discovery Methods Against Assumption Violations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling Speech Tokenizers with Diffusion Autoencoders
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Structural Prognostic Event Modeling for Multimodal Cancer Survival Analysis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
YuE: Scaling Open Foundation Models for Long-Form Music Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Segment-Level Attribution for Selective Learning of Long Reasoning Traces
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Text-Only: Towards Multimodal Table Retrieval in Open-World
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DanceTogether: Generating Interactive Multi-Person Video without Identity Drifting
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multiple Token Divergence: Measuring and Steering In-Context Computation Density
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DynamicInfer: Runtime-Aware Sparse Offloading for LLMs Inference on a Consumer-Grade GPU
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OmniPortrait: Fine-Grained Personalized Portrait Synthesis via Pivotal Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Primal-Dual Policy Optimization for Adversarial Linear CMDPs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
WorldEdit: Towards Open-World Image Editing with a Knowledge-Informed Benchmark
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Condition Matters in Full-head 3D GANs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Molecular Chirality via Chiral Determinant Kernels
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Rank and Gradient Lost in Non-stationarity: Sample Weight Decay for Mitigating Plasticity Loss in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Robust Amortized Bayesian Inference with Self-Consistency Losses on Unlabeled Data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Doubly-Robust LLM-as-a-Judge: Externally Valid Estimation with Imperfect Personas
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OrchestrationBench: LLM-Driven Agentic Planning and Tool Use in Multi-Domain Scenarios
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SkyEvents: A Large-Scale Event-enhanced UAV Dataset for Robust 3D Scene Reconstruction
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Robust Test-time Video-Text Retrieval: Benchmarking and Adapting for Query Shifts
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Flow-Disentangled Feature Importance
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Posterior Predictive Distributions for Node Classification from Synthetic Graph Priors
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FASA: FREQUENCY-AWARE SPARSE ATTENTION
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Detecting Temporal Misalignment Attacks in Multimodal Fusion for Autonomous Driving
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Generative Bayesian Optimization: Generative Models as Acquisition Functions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling Behavior of Discrete Diffusion Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Conditionally Whitened Generative Models for Probabilistic Time Series Forecasting
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Agentic Reinforcement Learning with Implicit Step Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LLMs are Single-threaded Reasoners: Demystifying the Working Mechanism of Soft Thinking
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LLaVA-4D: Embedding SpatioTemporal Prompt into LMMs for 4D Scene Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Coarse-to-Fine Learning of Dynamic Causal Structures
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Enhancing Stability of Physics-Informed Neural Network Training Through Saddle-Point Reformulation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Theoretical Modeling of Large Language Model Self-Improvement Training Dynamics Through Solver-Verifier Gap
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Iterative Training of Physics-Informed Neural Networks with Fourier-enhanced Features
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Unifying Framework for Causal Imitation Learning with Hidden Confounders
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Tensor learning with orthogonal, Lorentz, and symplectic symmetries
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Selective Data Removal for Distributional Machine Unlearning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PerSpectra: A Scalable and Configurable Pluralist Benchmark of Perspectives from Arguments
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
S3OD: Towards Generalizable Salient Object Detection with Synthetic Data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
K-Prism: A Knowledge-Guided and Prompt Integrated Universal Medical Image Segmentation Model
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Knowing When to Quit: Probabilistic Early Exits for Speech Separation Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MrRoPE: Mixed-radix Rotary Position Embedding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Simulation to Rules: A Dual-VLM Framework for Formal Visual Planning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Difference Predictive Coding for Training Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Reward Model Routing in Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning to Be Uncertain: Pre-training World Models with Horizon-Calibrated Uncertainty
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
pFedMMA: Personalized Federated Fine-Tuning with Multi-Modal Adapter for Vision-Language Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Copy-Paste to Mitigate Large Language Model Hallucinations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mitigating Noise Shift in Denoising Generative Models with Noise Awareness Guidance
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Solving the Granularity Mismatch: Hierarchical Preference Learning for Long-Horizon LLM Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Locality-Attending Vision Transformer
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Image Quality Assessment for Embodied AI
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AgentPO: Enhancing Multi-Agent Collaboration via Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards Understanding The Calibration Benefits of Sharpness-Aware Minimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
InterActHuman: Multi-Concept Human Animation with Layout-Aligned Audio Conditions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ZeroGR: A Generalizable and Scalable Framework for Zero-Shot Generative Retrieval
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LD-EnSF: Synergizing Latent Dynamics with Ensemble Score Filters for Fast Data Assimilation with Sparse Observations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Defending against Backdoor Attacks via Module Switching
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Salient Object Ranking via Cyclical Perception-Viewing Interaction Modeling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DASH: Deterministic Attention Scheduling for High-throughput Reproducible LLM Training
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards Better Optimization For Listwise Preference in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Dynamics Feature Representation via Policy Attention for Dynamic Path Planning in Urban Road Networks
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Exploring the Design Space of Transition Matching
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Physically-Guided Optical Inversion Enable Non-Contact Side-Channel Attack on Isolated Screens
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Music Flamingo: Scaling Music Understanding in Audio Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Product of Experts for Visual Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AWM: Accurate Weight-Matrix Fingerprint for Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Generative Adversarial Post-Training Mitigates Reward Hacking in Live Human-AI Music Interaction
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Post-hoc Probabilistic Vision-Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MeSH: Memory-as-State-Highways for Recursive Transformers
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Equilibrium Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Lossy Common Information in a Learnable Gray-Wyner Network
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Exploring Specular Reflection Inconsistency for Generalizable Face Forgery Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SOSBENCH: Benchmarking Safety Alignment on Scientific Knowledge
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Doloris: Dual Conditional Diffusion Implicit Bridges with Sparsity Masking Strategy for Unpaired Single-Cell Perturbation Estimation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Building spatial world models from sparse transitional episodic memories
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RESTRAIN: From Spurious Votes to Signals — Self-Training RL with Self-Penalization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Rodrigues Network for Learning Robot Actions
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Content Promotion as a Strategic Game: How to Design Agentic Publishers for the Evolving Search Ecosystem in the GenAI Era?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Slow-Fast Policy Optimization: Reposition-Before-Update for LLM Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
YoNoSplat: You Only Need One Model for Feedforward 3D Gaussian Splatting
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Understanding Transformers for Time Series: Rank Structure, Flow-of-ranks, and Compressibility
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Graph Meta-Network for Learning on Kolmogorov–Arnold Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Physically Valid Biomolecular Interaction Modeling with Gauss-Seidel Projection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Collaborative Gym: A Framework for Enabling and Evaluating Human-Agent Collaboration
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SparseD: Sparse Attention for Diffusion Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Product-Quantised Image Representation for High-Quality Image Synthesis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OneTwoVLA: A Unified Vision-Language-Action Model with Adaptive Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Distributionally Robust Classification for Multi-source Unsupervised Domain Adaptation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
$\nabla$-Reasoner: LLM Reasoning via Test-Time Gradient Descent in Textual Space
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Speedup - Utilizing KV Cache for Sampling and Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Interact-RAG: Reason and Interact with the Corpus, Beyond Black-Box Retrieval
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VFScale: Intrinsic Reasoning through Verifier-Free Test-time Scalable Diffusion Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sign-SGD via Parameter-Free Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Quantifying Cross-Attention Interaction in Transformers for Interpreting TCR-pMHC Binding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Latent Diffusion Model without Variational Autoencoder
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Patient-Specific Disease Dynamics With Latent Flow Matching For Longitudinal Imaging Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Energy-Based Transformers are Scalable Learners and Thinkers
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Cultivating Pluralism In Algorithmic Monoculture: The Community Alignment Dataset
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multihead Mixture of Experts for Classification of Gigapixel Pathology Images
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Stop Guessing: Choosing the Optimization-Consistent Uncertainty Measurement for Evidential Deep Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
M3CoTBench: Benchmark Chain-of-Thought of MLLMs in Medical Image Understanding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Solving Football by Exploiting Equilibrium Structure of 2p0s Differential Games with One-Sided Information
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adaptive Canonicalization with Application to Invariant Anisotropic Geometric Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Generate Any Scene: Scene Graph Driven Data Synthesis for Visual Generation Training
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Customizing Visual Emotion Evaluation for MLLMs: An Open-vocabulary, Multifaceted, and Scalable Approach
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Two failure modes of deep transformers and how to avoid them: a unified theory of signal propagation at initialisation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CPiRi: Channel Permutation-Invariant Relational Interaction for Multivariate Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DiVE-k: DIFFERENTIAL VISUAL REASONING FOR FINE-GRAINED IMAGE RECOGNITION
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Convex Dominance in Deep Learning: A Scaling Law of Loss and Learning Rate
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EVEREST: A Transformer for Probabilistic Rare-Event Anomaly Detection with Evidential and Tail-Aware Uncertainty
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FFT-based Dynamic Subspace Selection for Low-Rank Adaptive Optimization of Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Chessformer: A Unified Architecture for Chess Modeling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Selective Expert Guidance for Effective and Diverse Exploration in Reinforcement Learning of LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DiaBlo: Diagonal Blocks Are Sufficient For Finetuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Don't Throw Away Your Beams: Improving Consistency-based Uncertainties in LLMs via Beam Search
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Divergence-Free Neural Networks with Application to Image Denoising
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Contrastive Predictive Coding Done Right for Mutual Information Estimation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Self-Improving Loops for Visual Robotic Planning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hierarchy-of-Groups Policy Optimization for Long-Horizon Agentic Tasks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Perturbed Dynamic Time Warping: A Probabilistic Framework and Generalized Variants
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
UNITE: Universal kNowledge Integration from Task-specific Experts
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Breaking Agent Backbones: Evaluating the Security of Backbone LLMs in AI Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
An Ensemble Framework for Unbiased Language Model Watermarking
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AFD-INSTRUCTION: A Comprehensive Antibody Instruction Dataset with Functional Annotations for LLM-Based Understanding and Design
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CLoD-GS: Continuous Level-of-Detail via 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Reliable Evaluation of MRI Motion Correction: Dataset and Insights
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dropping Just a Handful of Preferences Can Change Top Large Language Model Rankings
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Free Point-wise Anomaly Detection via Fold-bifurcation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Bayesian Nonparametric Framework for Private, Fair, and Balanced Tabular Data Synthesis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Polynomial, trigonometric, and tropical activations
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Durian: Dual Reference Image-Guided Portrait Animation with Attribute Transfer
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Distillation of Large Language Models via Concrete Score Matching
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hierarchical Multi-Scale Molecular Conformer Generation with Structural Awareness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MIMIC-Bench: Exploring the User-Like Thinking and Mimicking Capabilities of Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ODI-Bench: Can MLLMs Understand Immersive Omnidirectional Environments?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CylinderSplat: 3D Gaussian Splatting with Cylindrical Triplanes for Panoramic Novel View Synthesis
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Revisiting Parameter Server in LLM Post-Training
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Pushing Test-Time Scaling Limits of Deep Search with Asymmetric Verification
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
How NOT to benchmark your SITE metric: Beyond Static Leaderboards and Towards Realistic Evaluation.
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Delving into Spectral Clustering with Vision-Language Representations
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Fast Convergence of Natural Gradient Descent for Over-parameterized Physics-Informed Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning to Summarize by Learning to Quiz: Adversarial Agentic Collaboration for Long Document Summarization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Compositional amortized inference for large-scale hierarchical Bayesian models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LaDiR: Latent Diffusion Enhances LLMs for Text Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FSOD-VFM: Few-Shot Object Detection with Vision Foundation Models and Graph Diffusion
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Log Probability Tracking of LLM APIs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Priors in time: Missing inductive biases for language model interpretability
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Physics-Informed Audio-Geometry-Grid Representation Learning for Universal Sound Source Localization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MAVEN: A Mesh-Aware Volumetric Encoding Network for Simulating 3D Flexible Deformation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DispViT: Direct Stereo Disparity Regression with a Single-Stream Vision Transformer
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Are LLMs Really Not Knowledgeable? Mining the Submerged Knowledge in LLMs' Memory
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Measuring Audio's Impact on Correctness: Audio-Contribution-Aware Post-Training of Large Audio Language Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
e3: Learning to Explore Enables Extrapolation of Test-Time Compute for LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Multi-Token Prediction: Pretraining LLMs with Future Summaries
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Omni-Captioner: Data Pipeline, Models, and Benchmark for Omni Detailed Perception
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Inverse Reinforcement Learning with Dynamic Reward Scaling for LLM Alignment
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Spurious Correlation-Aware Embedding Regularization for Worst-Group Robustness
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VMoBA: Mixture-of-Block Attention for Video Diffusion Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Primer on SO(3) Action Representations in Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Semantic Regexes: Auto-Interpreting LLM Features with a Structured Language
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TimeOmni-1: Incentivizing Complex Reasoning with Time Series in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SCRIBES: Web-Scale Script-Based Semi-Structured Data Extraction with Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unified and Efficient Multi-view Clustering from Probabilistic Perspective
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multi-Object System Identification from Videos
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Dense Subset Index for Collective Query Coverage
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
3DCS: Datasets and Benchmark for Evaluating Conformational Sensitivity in Molecular Representations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GT-Space: Enhancing Heterogeneous Collaborative Perception with Ground Truth Feature Space
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Using cognitive models to reveal value trade-offs in language models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Reverse-Engineered Reasoning for Open-Ended Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Revisiting Group Relative Policy Optimization: Insights into On-Policy and Off-Policy Training
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Why Prototypes Collapse: Diagnosing and Preventing Partial Collapse in Prototypical Self-Supervised Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
All That Glitters Is Not Gold: Key-Secured 3D Secrets within 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Accuracy: Are Time Series Foundation Models Well-Calibrated?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dual-Scale World Models for LLM Agents towards Hard-Exploration Problems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Web-CogReasoner: Towards Knowledge-Induced Cognitive Reasoning for Web Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Statistical Guarantees in the Search for Less Discriminatory Algorithms
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
On Smoothness Bounds for Non-Clairvoyant Scheduling with Predictions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Toward Principled Flexible Scaling for Self-Gated Neural Activation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
HiCache: A Plug-in Scaled-Hermite Upgrade for Taylor-Style Cache-then-Forecast Diffusion Acceleration
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ProofOptimizer: Training Language Models to Simplify Proofs without Human Demonstrations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
On Entropy Control in LLM-RL Algorithms
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GTR-Bench: Evaluating Geo-Temporal Reasoning in Vision-Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Paradigm Shift of GNN Explainer from Label Space to Prototypical Representation Space
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Training-Free Determination of Network Width via Neural Tangent Kernel
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
First is Not Really Better Than Last: Evaluating Layer Choice and Aggregation Strategies in Language Model Data Influence Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Metric $k$-clustering using only Weak Comparison Oracles
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Patronus: Interpretable Diffusion Models with Prototypes
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Disentangled Representation Learning for Parametric Partial Differential Equations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Video-STAR: Reinforcing Open-Vocabulary Action Recognition with Tools
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Reasoning on Time-Series for Financial Technical Analysis
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling Bayesian Experimental Design to High-Dimensions with Information-Guided Diffusion
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Uncertainty as Feature Gaps: Epistemic Uncertainty Quantification of LLMs in Contextual Question-Answering
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
EditLens: Quantifying the Extent of AI Editing in Text
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards Improvisational TAMP: Learning Low-Level Shortcuts in Abstract Planning Graphs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PairFlow: Closed-Form Source-Target Coupling for Few-Step Generation in Discrete Flow Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Unsupervised Learning of Efficient Exploration: Pre-training Adaptive Policies via Self-Imposed Goals
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RedCodeAgent: Automatic Red-teaming Agent against Diverse Code Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Fused-Planes: Why Train a Thousand Tri-Planes When You Can Share?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Automatic Image-Level Morphological Trait Annotation for Organismal Images
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Tuning the burn-in phase in training recurrent neural networks improves their performance
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PolyGraphScore: a classifier-based metric for evaluating graph generative models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
An Orthogonal Learner for Individualized Outcomes in Markov Decision Processes
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Localized Concept Erasure in Text-to-Image Diffusion Models via High-Level Representation Misdirection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Exploring Mode Connectivity in Krylov Subspace for Domain Generalization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
End-to-End Probabilistic Framework for Learning with Hard Constraints
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SPWOOD: Sparse Partial Weakly-Supervised Oriented Object Detection
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Fixed: Training-Free Variable-Length Denoising for Diffusion Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Bayesian Robust Cooperative Multi-Agent Reinforcement Learning Against Unknown Adversaries
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Quantization-Aware Diffusion Models For Maximum Likelihood Training
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Discrete Guidance Matching: Exact Guidance for Discrete Flow Matching
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Low-Pass Filtering Improves Behavioral Alignment of Vision Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Towards Robust Real-World Multivariate Time Series Forecasting: A Unified Framework for Dependency, Asynchrony, and Missingness
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
THE PATH OF LEAST RESISTANCE: GUIDING LLM REASONING TRAJECTORIES WITH PREFIX CONSENSUS
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Thinking on the Fly: Test-Time Reasoning Enhancement via Latent Thought Policy Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
String Seed of Thought: Prompting LLMs for Distribution-Faithful and Diverse Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Black-Box Privacy Attacks on Shared Representations in Multitask Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
When Data is the Algorithm: A Systematic Study and Curation of Preference Optimization Datasets
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CL-DPS: A Contrastive Learning Approach to Blind Nonlinear Inverse Problem Solving via Diffusion Posterior Sampling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
When Style Breaks Safety: Defending LLMs Against Superficial Style Alignment
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Deep Hierarchical Learning with Nested Subspace Networks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mean Flow Policy with Instantaneous Velocity Constraint for One-step Action Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CreatiDesign: A Unified Multi-Conditional Diffusion Transformer for Creative Graphic Design
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Why Ask One When You Can Ask $k$? Learning-to-Defer to the Top-$k$ Experts
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Flexible Forward Trajectories for Masked Molecular Diffusion
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Diversified Multinomial Logit Contextual Bandits
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sharp asymptotic theory for Q-learning with \texttt{LD2Z} learning rate and its generalization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FeDaL: Federated Dataset Learning for General Time Series Foundation Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GEOMETRY OF UNCERTAINTY: LEARNING METRIC SPACES FOR MULTIMODAL STATE ESTIMATION IN RL
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ShinkaEvolve: Towards Open-Ended and Sample-Efficient Program Evolution
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OCR-Reasoning Benchmark: Unveiling the True Capabilities of MLLMs in Complex Text-Rich Image Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
A Study of Posterior Stability in Time-Series Latent Diffusion
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Improving Classifier-Free Guidance in Masked Diffusion: Low-Dim Theoretical Insights with High-Dim Impact
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RFS: Reinforcement learning with Residual flow steering for dexterous manipulation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Domain Expansion: A Latent Space Construction Framework for Multi-Task Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond In-Domain Detection: SpikeScore for Cross-Domain Hallucination Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TINKER: Diffusion's Gift to 3D--Multi-View Consistent Editing From Sparse Inputs without Per-Scene Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multi-View Encoders for Performance Prediction in LLM-Based Agentic Workflows
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
LANE: Label-Aware Noise Elimination for Fine-Grained Text Classification
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Revisiting the Past: Data Unlearning with Model State History
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SNAP-UQ: Self-supervised Next-Activation Prediction for Single-Pass Uncertainty in TinyML
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DeepFRC: An End-to-End Deep Learning Model for Functional Registration and Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SoFlow: Solution Flow Models for One-Step Generative Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Omni-View: Unlocking How Generation Facilitates Understanding in Unified 3D Model based on Multiview images
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
floq: Training Critics via Flow-Matching for Scaling Compute in Value-Based RL
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Emergence of Superposition: Unveiling the Training Dynamics of Chain of Continuous Thought
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Mitigating Safety Fallback in Editing-based Backdoor Injection on LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
D$^2$GS: Depth-and-Density Guided Gaussian Splatting for Stable and Accurate Sparse-View Reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adaptive Mixture of Disentangled Experts for Dynamic Graphs under Distribution Shifts
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Image Can Bring Your Memory Back: A Novel Multi-Modal Guided Attack against Image Generation Model Unlearning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DUET: Optimizing Training Data Mixtures via Coarse, Noisy Feedback from Unseen Evaluation Tasks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Diffusion Transformers with Representation Autoencoders
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TangoFlux: Text to Audio Generation with CLAP-Ranked Preference Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Only Brains Align with Brains: Cross-Region Patterns Expose Limits of Normative Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Combinatorial Bandit Bayesian Optimization for Tensor Outputs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Better Learning-Augmented Spanning Tree Algorithms via Metric Forest Completion
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RADAR: Learning to Route with Asymmetry-aware Distance Representations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AdaCache: Adaptive Caching and Context Augmentation for Efficient LLM Serving
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
NAIPv2: Debiased Pairwise Learning for Efficient Paper Quality Estimation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
To View Transform or Not to View Transform: NeRF-based Pre-training Perspective
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Untraceable DeepFakes via Traceable Fingerprint Elimination
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Complementing Self-Consistency with Cross-Model Disagreement for Uncertainty Quantification
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Decoding Inner Speech with an End-to-End Brain-to-Text Neural Interface
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
NI Sampling: Accelerating Discrete Diffusion Sampling by Token Order Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PYRREGULAR: A Unified Framework for Irregular Time Series, with Classification Benchmarks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling Laws of SignSGD in Linear Regression: When Does It Outperform SGD?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Pseudo-Non-Linear Data Augmentation: A Constrained Energy Minimization Viewpoint
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Generalized Parallel Scaling with Interdependent Generations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Improved high-dimensional estimation with Langevin dynamics and stochastic weight averaging
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Dimension-Free Decision Calibration for Nonlinear Loss Functions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OpenThoughts: Data Recipes for Reasoning Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
NewtonGen: Physics-consistent and Controllable Text-to-Video Generation via Neural Newtonian Dynamics
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FACT: Fine-grained Across-variable Convolution for Multivariate Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
FAME: $\underline{F}$ormal $\underline{A}$bstract $\underline{M}$inimal $\underline{E}$xplanation for neural networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sharing State Between Prompts and Programs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MATHMO: Automated Mathematical Modeling Through Adaptive Search
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Language Models are Injective and Hence Invertible
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ProteinAE: Protein Diffusion Autoencoders for Structure Encoding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Combination-of-Experts with Knowledge Sharing for Cross-Task Vehicle Routing Problems
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Resp-Agent: An Agent-Based System for Multimodal Respiratory Sound Generation and Disease Diagnosis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CellDuality: Unlocking Biological Reasoning in LLMs with Self-Supervised RLVR
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Controllable Logical Hypothesis Generation for Abductive Reasoning in Knowledge Graphs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ORION: Decoupling and Alignment for Unified Autoregressive Understanding and Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
scDFM: Distributional Flow Matching Model for Robust Single-Cell Perturbation Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-Tuning and Can Be Mitigated by Machine Unlearning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PhaseFormer: From Patches to Phases for Efficient and Effective Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Watermark-based Attribution of AI-Generated Images
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Stable-LoRA: Stabilizing Feature Learning of Low-Rank Adaption
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling Reasoning Hop Exposes Weaknesses: Demystifying and Improving Hop Generalization in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Characterization and Learning of Causal Graphs with Latent Confounders and Post-treatment Selection from Interventional Data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Variational Reasoning for Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AgenTracer: Who Is Inducing Failure in the LLM Agentic Systems?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Characterizing Human Semantic Navigation in Concept Production as Trajectories in Embedding Space
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
NEO — No-Optimization Test-Time Adaptation through Latent Re-Centering
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Empowering Multi-Robot Cooperation via Sequential World Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SeedPrints: Fingerprints Can Even Tell Which Seed Your Large Language Model Was Trained From
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning Heterogeneous Degradation Representation for Real-World Super-Resolution
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Strategic Obfuscation of Deceptive Reasoning in Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Data Provenance for Image Auto-Regressive Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Topology and geometry of the learning space of ReLU networks: connectivity and singularities
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
BridgeDrive: Diffusion Bridge Policy for Closed-Loop Trajectory Planning in Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adaptive Conformal Anomaly Detection with Time Series Foundation Models for Signal Monitoring.
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
NDAD: Negative-Direction Aware Decoding for Large Language Models via Controllable Hallucination Signal Injection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Point-Focused Attention Meets Context-Scan State Space: Robust Biological Visual Perception for Point Cloud Representation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Guiding Mixture-of-Experts with Temporal Multimodal Interactions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Contamination Detection for VLMs Using Multi‑Modal Semantic Perturbations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MoEEdit: Efficient and Routing-Stable Knowledge Editing for Mixture-of-Experts LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ZIP-RC: Zero-overhead Inference-time Prediction of Reward and Cost for Adaptive and Interpretable Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Understanding
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sobolev Gradient Ascent for Optimal Transport: Barycenter Optimization and Convergence Analysis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Submodular Function Minimization with Dueling Oracle
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Membership Privacy Risks of Sharpness Aware Minimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VERIFY: A Novel Multi-Domain Dataset Grounding LTL in Contextual Natural Language via Provable Intermediate Logic
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Diverse Text-to-Image Generation via Contrastive Noise Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Compositional Visual Planning via Inference-Time Diffusion Scaling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Are Reasoning LLMs Robust to Interventions on their Chain-of-Thought?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Task-Aware Data Selection via Proxy-Label Enhanced Distribution Matching for LLM Finetuning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Controllable diffusion-based generation for multi-channel biological data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PosterCraft: Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Quantized Gradient Projection for Memory-Efficient Continual Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Why Attention Patterns Exist: A Unifying Temporal Perspective Analysis
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Purrception: Variational Flow Matching for Vector-Quantized Image Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Multiple Streams of Knowledge Retrieval: Enriching and Recalling in Transformers
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Clustering by Denoising: Latent plug-and-play diffusion for single-cell embeddings
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SkillFactory: Self-Distillation for Learning Cognitive Behaviors
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
NRGPT: An Energy-based Alternative for GPT
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Enhancing Visual Token Representations for Video Large Language Models via Training-free Spatial-Temporal Pooling and Gridding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VLSU: Mapping the Limits of Joint Multimodal Understanding for AI Safety
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Discovering heterogeneous synaptic plasticity rules via large-scale neural evolution
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VPI-Bench: Visual Prompt Injection Attacks for Computer-Use Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Understanding Sensitivity of Differential Attention through the Lens of Adversarial Robustness
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
UniHM: Unified Dexterous Hand Manipulation with Vision Language Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Routing, Cascades, and User Choice for LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Knowledge Fusion of Large Language Models via Modular SkillPacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
TripleSumm: Adaptive Triple-Modality Fusion for Video Summarization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
QuestA: Expanding Reasoning Capacity in LLMs via Question Augmentation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SciNav: A Principled Agent Framework for Scientific Coding Tasks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Exploring Cross-Modal Flows for Few-Shot Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Boosting Medical Visual Understanding From Multi-Granular Language Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Cost-of-Pass: An Economic Framework for Evaluating Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PM-KVQ: Progressive Mixed-precision KV Cache Quantization for Long-CoT LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
WMPO: World Model-based Policy Optimization for Vision-Language-Action Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
WAVE: Learning Unified & Versatile Audio-Visual Embeddings with Multimodal LLM
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Vid2World: Crafting Video Diffusion Models to Interactive World Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
When Shift Happens - Confounding Is to Blame
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Prompt and Parameter Co-Optimization for Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning to Reason Efficiently with Discounted Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Spike-based Digital Brain: a novel fundamental model for brain activity analysis
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ZeroSiam: An Efficient Siamese for Test-Time Entropy Optimization without Collapse
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Does the Data Processing Inequality Reflect Practice? On the Utility of Low-Level Tasks
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Memory-T1: Reinforcement Learning for Temporal Reasoning in Multi-session Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Risk-Sensitive Reinforcement Learning for Alleviating Exploration Dilemmas in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Adjusting Prediction Model Through Wasserstein Geodesic for Causal Inference
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SESaMo: Symmetry-Enforcing Stochastic Modulation for Normalizing Flows
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Language Confusion Gate: Language-Aware Decoding Through Model Self-Distillation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Local Reinforcement Learning with Action-Conditioned Root Mean Squared Q-Functions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Task Tokens: A Flexible Approach to Adapting Behavior Foundation Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Light-X: Generative 4D Video Rendering with Camera and Illumination Control
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scheduling Your LLM Reinforcement Learning with Reasoning Trees
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Curious Case of In-Training Compression of State Space Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Global-Recent Semantic Reasoning on Dynamic Text-Attributed Graphs with Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Summaries as Centroids for Interpretable and Scalable Text Clustering
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PU-BENCH: A UNIFIED BENCHMARK FOR RIGOROUS AND REPRODUCIBLE PU LEARNING
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Discovering Hierarchical Software Engineering Agents via Bandit Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Theoretical Analysis of Contrastive Learning under Imbalanced Data: From Training Dynamics to a Pruning Solution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Scaling Attention via Feature Sparsity
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning to Solve Orienteering Problem with Time Windows and Variable Profits
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Cross-Timestep: 3D Diffusion Model with Trans-temporal Memory LSTM and Adaptive Priori Decoding Strategy for Medical Segmentation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Grounded Test-Time Adaptation for LLM Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Full-Graph vs. Mini-Batch Training: Comprehensive Analysis from a Batch Size and Fan-Out Size Perspective
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
DRBench: A Realistic Benchmark for Enterprise Deep Research
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
MambaSL: Exploring Single-Layer Mamba for Time Series Classification
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Target-Aware Video Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Time-to-Move: Training-Free Motion-Controlled Video Generation via Dual-Clock Denoising
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
One-Prompt Strikes Back: Sparse Mixture of Experts for Prompt-based Continual Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
In-Context Learning for Pure Exploration
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Causally Robust Preference Learning with Reasons
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Compositional Diffusion with Guided search for Long-Horizon Planning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CaTS: Calibrated Test-Time Scaling for Efficient LLM Inference
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Noisy-TVs: Noise-Robust Exploration Via Learning Progress Monitoring
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
NAB: Neural Adaptive Binning for Sparse-View CT reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SURGE: Surprise-Guided Token Reduction for Efficient Video Understanding with VLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
How hard is learning to cut? Trade-offs and sample complexity
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
PCPO: Proportionate Credit Policy Optimization for Preference Alignment of Image Generation Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Distributional value gradients for stochastic environments
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Genomic Foundationless Models: Pretraining Does Not Promise Performance
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
VoxPrivacy: A Benchmark for Evaluating Interactional Privacy of Speech Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Online Conformal Prediction with Adversarial Feedback via Regret Minimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
UFO-4D: Unposed Feedforward 4D reconstruction from Two Images
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CityLens: Evaluating Large Vision-Language Models for Urban Socioeconomic Sensing
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
RL for Reasoning by Adaptively Revealing Rationales
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
GeoBench: Rethinking Multimodal Geometric Problem-Solving via Hierarchical Evaluation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
ATLAS: Constraints-Aware Multi-Agent Collaboration for Real-World Travel Planning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Antithetic Noise in Diffusion Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Image is All You Need: Towards Efficient and Effective Large Language Model-Based Recommender Systems
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Hourglass Persistence for Graphs, Simplices, and Cells
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SmellNet: A Large-scale Dataset for Real-world Smell Recognition
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Beyond Spectra: Eigenvector Overlaps in Loss Geometry
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Detecting Misbehaviors of Large Vision-Language Models by Evidential Uncertainty Quantification
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Learning is Forgetting; LLM Training As Lossy Compression
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Human or Machine? A Preliminary Turing Test for Speech-to-Speech Interaction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Cosmos Policy: Fine-Tuning Video Models for Visuomotor Control and Planning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
SCas4D: Structural Cascaded Optimization for Boosting Persistent 4D Novel View Synthesis
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
OpenAgentSafety: A Comprehensive Framework For Evaluating Real-World AI Agent Safety
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Codified Finite-state Machines for Role-playing
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Sample-efficient and Scalable Exploration in Continuous-Time RL
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Energy-Efficient Random Variate Generation via Compressed Lookup Tables
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Generalizing Linear Autoencoder Recommenders with Decoupled Expected Quadratic Loss
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
CMT-Benchmark: A Benchmark for Condensed Matter Theory Built by Expert Researchers
[
OpenReview]
Oral Session
Fri Apr 24 06:30 AM -- 08:00 AM (PDT) None
Oral Session 3A
Oral Session
Fri Apr 24 06:30 AM -- 08:00 AM (PDT) None
Oral Session 3B
Oral Session
Fri Apr 24 06:30 AM -- 08:00 AM (PDT) None
Oral Session 3C
Oral Session
Fri Apr 24 06:30 AM -- 08:00 AM (PDT) None
Oral Session 3D
Oral Session
Fri Apr 24 06:30 AM -- 08:00 AM (PDT) None
Oral Session 3E
Oral Session
Fri Apr 24 06:30 AM -- 08:00 AM (PDT) None
Oral Session 3F
Poster Session
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) None
Poster Session 3
Oral
Fri Apr 24 06:42 AM -- 06:52 AM (PDT) None
Shoot First, Ask Questions Later? Building Rational Agents that Explore and Act Like People
[
OpenReview]
Oral
Fri Apr 24 06:42 AM -- 06:52 AM (PDT) None
SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
[
OpenReview]
Oral
Fri Apr 24 06:42 AM -- 06:52 AM (PDT) None
Generative Universal Verifier as Multimodal Meta-Reasoner
[
OpenReview]
Oral
Fri Apr 24 06:42 AM -- 06:52 AM (PDT) None
WSM: Decay-Free Learning Rate Schedule via Checkpoint Merging for LLM Pre-training
[
OpenReview]
Oral
Fri Apr 24 06:42 AM -- 06:52 AM (PDT) None
Temporal superposition and feature geometry of RNNs under memory demands
[
OpenReview]
Oral
Fri Apr 24 06:42 AM -- 06:52 AM (PDT) None
Exploring Synthesizable Chemical Space with Iterative Pathway Refinements
[
OpenReview]
Oral
Fri Apr 24 06:54 AM -- 07:04 AM (PDT) None
In-The-Flow Agentic System Optimization for Effective Planning and Tool Use
[
OpenReview]
Oral
Fri Apr 24 06:54 AM -- 07:04 AM (PDT) None
Partition Generative Modeling: Masked Modeling Without Masks
[
OpenReview]
Oral
Fri Apr 24 06:54 AM -- 07:04 AM (PDT) None
Visual Planning: Let's Think Only with Images
[
OpenReview]
Oral
Fri Apr 24 06:54 AM -- 07:04 AM (PDT) None
Scaling Laws and Spectra of Shallow Neural Networks in the Feature Learning Regime
[
OpenReview]
Oral
Fri Apr 24 06:54 AM -- 07:04 AM (PDT) None
Optimal Sparsity of Mixture-of-Experts Language Models for Reasoning Tasks
[
OpenReview]
Oral
Fri Apr 24 06:54 AM -- 07:04 AM (PDT) None
mCLM: A Modular Chemical Language Model that Generates Functional and Makeable Molecules
[
OpenReview]
Oral
Fri Apr 24 07:06 AM -- 07:16 AM (PDT) None
How Learning Rate Decay Wastes Your Best Data in Curriculum-Based LLM Pretraining
[
OpenReview]
Oral
Fri Apr 24 07:06 AM -- 07:16 AM (PDT) None
Efficient Resource-Constrained Training of Vision Transformers via Subspace Optimization
[
OpenReview]
Oral
Fri Apr 24 07:06 AM -- 07:16 AM (PDT) None
Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments
[
Slides]
[
OpenReview]
Oral
Fri Apr 24 07:06 AM -- 07:16 AM (PDT) None
MC-Search: Evaluating and Enhancing Multimodal Agentic Search with Structured Long Reasoning Chains
[
OpenReview]
Oral
Fri Apr 24 07:06 AM -- 07:16 AM (PDT) None
NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale
[
OpenReview]
Oral
Fri Apr 24 07:06 AM -- 07:16 AM (PDT) None
It's All Just Vectorization: einx, a Universal Notation for Tensor Operations
[
OpenReview]
Oral
Fri Apr 24 07:18 AM -- 07:28 AM (PDT) None
Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences
[
OpenReview]
Oral
Fri Apr 24 07:18 AM -- 07:28 AM (PDT) None
Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention
[
OpenReview]
Oral
Fri Apr 24 07:18 AM -- 07:28 AM (PDT) None
AgentGym-RL: An Open-Source Framework to Train LLM Agents for Long-Horizon Decision Making via Multi-Turn RL
[
OpenReview]
Oral
Fri Apr 24 07:18 AM -- 07:28 AM (PDT) None
TTSDS2: Resources and Benchmark for Evaluating Human-Quality Text to Speech Systems
[
OpenReview]
Oral
Fri Apr 24 07:18 AM -- 07:28 AM (PDT) None
Exploratory Causal Inference in SAEnce
[
OpenReview]
Oral
Fri Apr 24 07:30 AM -- 07:40 AM (PDT) None
Softmax Transformers are Turing-Complete
[
OpenReview]
Oral
Fri Apr 24 07:30 AM -- 07:40 AM (PDT) None
VibeVoice: Expressive Podcast Generation with Next-Token Diffusion
[
OpenReview]
Oral
Fri Apr 24 07:30 AM -- 07:40 AM (PDT) None
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
[
OpenReview]
Oral
Fri Apr 24 07:30 AM -- 07:40 AM (PDT) None
HATSolver: Learning Gröbner Bases with Hierarchical Attention Transformers
[
OpenReview]
Oral
Fri Apr 24 07:42 AM -- 07:52 AM (PDT) None
Speculative Actions: A Lossless Framework for Faster AI Agents
[
OpenReview]
Oral
Fri Apr 24 07:42 AM -- 07:52 AM (PDT) None
UALM: Unified Audio Language Model for Understanding, Generation and Reasoning
[
OpenReview]
Lunch
Fri Apr 24 08:00 AM -- 10:00 AM (PDT) None
Lunch
Expo Talk Panel
Fri Apr 24 08:00 AM -- 09:00 AM (PDT) @ 204 None
Amazon: SOP Bench: Complex Industrial SOPs for Evaluating LLM Agents
Expo Talk Panel
Fri Apr 24 08:00 AM -- 09:00 AM (PDT) @ 205 None
Nubank: From LLMs to Financial Inclusion: Efficient LLM Training and Scaling AI Agents for 131 Million Lives
Expo Talk Panel
Fri Apr 24 08:45 AM -- 09:45 AM (PDT) @ 202C None
Scale AI: New Frontier of AI: Eval, RL, and What's Next
Expo Talk Panel
Fri Apr 24 08:45 AM -- 09:45 AM (PDT) @ 201C None
Turing: A Framework for Evaluating Agents on Stateful, Multi-Step Real-World Workflows
Break
Fri Apr 24 11:00 AM -- 11:30 AM (PDT) None
Break
Break
Fri Apr 24 11:00 AM -- 11:30 AM (PDT) @ Pavilion 4 None
Break
Oral
Fri Apr 24 11:15 AM -- 11:25 AM (PDT) None
SWINGARENA: Adversarial Programming Arena for Long-context GitHub Issue Solving
[
OpenReview]
Oral
Fri Apr 24 11:15 AM -- 11:25 AM (PDT) None
Learning to See Before Seeing: Demystifying LLM Visual Priors from Language Pre-training
[
OpenReview]
Oral
Fri Apr 24 11:15 AM -- 11:25 AM (PDT) None
ThinKV: Thought-Adaptive KV Cache Compression for Efficient Reasoning Models
[
OpenReview]
Oral
Fri Apr 24 11:15 AM -- 11:25 AM (PDT) None
OpenThoughts: Data Recipes for Reasoning Models
[
OpenReview]
Oral
Fri Apr 24 11:15 AM -- 11:25 AM (PDT) None
WoW!: World Models in a Closed-Loop World
[
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
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
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
Quantile Advantage Estimation for Entropy-Safe Reasoning
[
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
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
Bootstrapping MLLM for Weakly‑Supervised Class‑Agnostic Object Counting
[
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
BBQ: Boosting Quantization Entropy with Bell Box Quantization
[
Slides]
[
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
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
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
Reasoning-Driven Multimodal LLM for Domain Generalization
[
Poster]
[
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
Temporal superposition and feature geometry of RNNs under memory demands
[
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
Symmetric Space Learning for Combinatorial Generalization
[
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
Generative Blocks World: Moving Things Around in Pictures
[
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
ContextBench: Modifying Contexts for Targeted Latent Activation and Behaviour Elicitation
[
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
UrbanVerse: Scaling Urban Simulation by Watching City-Tour Videos
[
Poster]
[
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
Distributionally Robust Optimization via Generative Ambiguity Modeling
[
Slides]
[
Poster]
[
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
Avey Bidirectional Architecture
[
Slides]
[
Poster]
[
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
OXtal: An All-Atom Diffusion Model for Organic Crystal Structure Prediction
[
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
Medical Interpretability and Knowledge Maps of Large Language Models
[
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
Long-range Modeling and Processing of Multimodal Event Sequences
[
Poster]
[
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
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
ScaleCap: Scalable Image Captioning via Dual-Modality Debiasing
[
Poster]
[
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
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
Continuous-Time Value Iteration for Multi-Agent Reinforcement Learning
[
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
Latent-to-Data Cascaded Diffusion Models for Unconditional Time Series Generation
[
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]
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
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
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
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
Reusing Pre-Training Data at Test Time is a Compute Multiplier
[
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
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
AMPED: Adaptive Multi-objective Projection for balancing Exploration and skill Diversification
[
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
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
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
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
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
TimeRecipe: A Time-Series Forecasting Recipe via Benchmarking Module Level Effectiveness
[
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
DemoGrasp: Universal Dexterous Grasping from a Single Demonstration
[
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
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
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
Neural Hamilton--Jacobi Characteristic Flows for Optimal Transport
[
Poster]
[
OpenReview]
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
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
HOG-Diff: Higher-Order Guided Diffusion for Graph Generation
[
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
Offline Preference-Based Value Optimization
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Scaling Goal-conditioned Reinforcement Learning with Multistep Quasimetric Distances
[
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
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
MolecularIQ: Characterizing Chemical Reasoning Capabilities Through Symbolic Verification on Molecular Graphs
[
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
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
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
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
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
Interaction Field Matching: Overcoming Limitations of Electrostatic Models
[
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
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
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
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
DIFFSPARSE: ACCELERATING DIFFUSION TRANSFORMERS WITH LEARNED TOKEN SPARSITY
[
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
Generative Adversarial Reasoner: Enhancing LLM Reasoning with Adversarial Reinforcement Learning
[
Poster]
[
OpenReview]
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
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
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
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing
[
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
Testing Most Influential Sets
[
Slides]
[
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
Taming Momentum: Rethinking Optimizer States Through Low-Rank Approximation
[
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
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
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
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
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
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
ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation
[
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
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
SketchingReality: From Freehand Scene Sketches to Photorealistic Images
[
Slides]
[
Poster]
[
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
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
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
station2radar: query‑conditioned gaussian splatting for precipitation field
[
Poster]
[
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
VideoNSA: Native Sparse Attention Scales Video Understanding
[
Poster]
[
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
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
MesaNet: Sequence Modeling by Locally Optimal Test-Time Training
[
Poster]
[
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
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
``Noisier'’ Noise Contrastive Estimation is (Almost) Maximum Likelihood
[
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
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
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
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
Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding
[
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
Near-Optimal Online Deployment and Routing for Streaming LLMs
[
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
FlowSymm: Physics–Aware, Symmetry–Preserving Graph Attention for Network Flow Completion
[
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
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
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
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
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
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
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
INO-SGD: Addressing Utility Imbalance under Individualized Differential Privacy
[
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
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
ARMOR: Aligning Secure and Safe Large Language Models via Meticulous Reasoning
[
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
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
Demystifying Supervision Data Generalization in Multimodal LMs
[
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
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
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
Bound by semanticity: universal laws governing the generalization-identification tradeoff
[
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
ELMUR: External Layer Memory with Update/Rewrite for Long-Horizon RL
[
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
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
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
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
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
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
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
Diversity-Enhanced Reasoning for Subjective Questions
[
Slides]
[
Poster]
[
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
Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents
[
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
Multi-LCB: Extending LiveCodeBench to Multiple Programming Languages
[
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
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
Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
[
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
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
TopoFormer: Topology Meets Attention for Graph Learning
[
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
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
DPad: Efficient Diffusion Language Models with Suffix Dropout
[
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
Welfarist Formulations for Diverse Similarity Search
[
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
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
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
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
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
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
Parameter-Efficient Reinforcement Learning using Prefix Optimization
[
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
Video Unlearning via Low-Rank Refusal Vector
[
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
Riesz Neural Operator for Solving Partial Differential Equations
[
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
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
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
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
Efficient algorithms for Incremental Metric Bipartite Matching
[
Slides]
[
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
Detecting Data Contamination in LLMs via In-Context Learning
[
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
Scenethesis: A Language and Vision Agentic Framework for 3D Scene Generation
[
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
ReCAPA: Hierarchical Predictive Correction to Mitigate Cascading Failures
[
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
mR3: Multilingual Rubric-Agnostic Reward Reasoning Models
[
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
Multimodal Dataset Distillation Made Simple by Prototype-guided Data Synthesis
[
Poster]
[
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
Co-occurring Associated REtained concepts in Diffusion Unlearning
[
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
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
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
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
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
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
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
DHG-Bench: A Comprehensive Benchmark for Deep Hypergraph Learning
[
Poster]
[
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
Randomization Boosts KV Caching, Learning Balances Query Load: A Joint Perspective
[
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
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
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
Accelerating Inference for Multilayer Neural Networks with Quantum Computers
[
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
MotionSight: Boosting Fine-Grained Motion Understanding in Multimodal LLMs
[
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
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
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
Falcon: Fast Proximal Linearization of Normalized Cuts for Unsupervised Image Segmentation
[
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
CLARC: C/C++ Benchmark for Robust Code Search
[
Slides]
[
Poster]
[
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
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
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
Learning linear state-space models with sparse system matrices
[
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
Towards One-step Causal Video Generation via Adversarial Self-Distillation
[
Poster]
[
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
Personalized Collaborative Learning with Affinity-Based Variance Reduction
[
Poster]
[
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
Leveraging Discrete Function Decomposability for Scientific Design
[
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
Beyond Softmax and Entropy: $f$-Regularized Policy Gradients with Coupled Parametrizations
[
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
ComGS: Efficient 3D Object-Scene Composition via Surface Octahedral Probes
[
Poster]
[
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
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
Reward Is Enough: LLMs Are In-Context Reinforcement Learners
[
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
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
A Unification of Discrete, Gaussian, and Simplicial Diffusion
[
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
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
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
Exploratory Causal Inference in SAEnce
[
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
Memorization Through the Lens of Sample Gradients
[
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
BIRD: Behavior Induction via Representation-structure Distillation
[
Slides]
[
Poster]
[
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
A Biologically Plausible Dense Associative Memory with Exponential Capacity
[
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
Stackelberg Coupling of Online Representation Learning and Reinforcement Learning
[
Slides]
[
Poster]
[
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
Special Unitary Parameterized Estimators of Rotation
[
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
Purifying Generative LLMs from Backdoors without Prior Knowledge or Clean Reference
[
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
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
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
VideoZoomer: Reinforcement-Learned Temporal Focusing for Long Video Reasoning
[
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
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
Toward Efficient Exploration by Large Language Model Agents
[
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
HARP: Hallucination Detection via Reasoning Subspace Projection
[
Poster]
[
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
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
Information-based Value Iteration Networks for Decision Making Under Uncertainty
[
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
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
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
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
Fine-tuning Behavioral Cloning Policies with Preference‑Based Reinforcement Learning
[
Poster]
[
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
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
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
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
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
Aurelius: Relation Aware Text-to-Audio Generation At Scale
[
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
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
Text2Interact: High-Fidelity and Diverse Text-to-Two-Person Interaction Generation
[
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
MotionWeaver: Holistic 4D-Anchored Framework for Multi-Humanoid Image Animation
[
Poster]
[
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
Split Happens (But Your Video Model Can Be Edited)
[
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
Robust Adaptive Multi-Step Predictive Shielding
[
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
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
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
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
InfoScan: Information-Efficient Visual Scanning via Resource-Adaptive Walks
[
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
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
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
EXPO: Stable Reinforcement Learning with Expressive Policies
[
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
When Is Diversity Rewarded in Cooperative Multi-Agent Learning?
[
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
Neural Synchrony Between Socially Interacting Language Models
[
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
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
FlexHiNM-GP: Flexible Hierarchical Pruning via Region Allocation and Channel Permutation
[
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
Efficient Offline Reinforcement Learning via Peer-Influenced Constraint
[
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
When Bias Helps Learning: Bridging Initial Prejudice and Trainability
[
Poster]
[
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
Retrospective Sparse Attention for Efficient Long-Context Generation
[
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
ReTrace: Reinforcement Learning-Guided Reconstruction Attacks on Machine Unlearning
[
Poster]
[
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
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
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
Any-Order Flexible Length Masked Diffusion
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Study on PAVE Specification for Learnware
[
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
TimeSeg: An Information-Theoretic Segment-Wise Explainer for Time-Series Predictions
[
Slides]
[
Poster]
[
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
Mobile-GS: Real-time Gaussian Splatting for Mobile Devices
[
Poster]
[
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
Sparse Attention Adaptation for Long Reasoning
[
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
Why Low-Precision Transformer Training Fails: An Analysis on Flash Attention
[
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
[
Poster]
[
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
Predictive Differential Training Guided by Training Dynamics
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AUHead: Realistic Emotional Talking Head Generation via Action Units Control
[
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
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Reconstruct Anything Model a lightweight foundation model for computational imaging
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments
[
Poster]
[
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
DecAlign: Hierarchical Cross-Modal Alignment for Decoupled Multimodal Representation Learning
[
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
Beyond Aggregation: Guiding Clients in Heterogeneous Federated Learning
[
Slides]
[
Poster]
[
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
[
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
A Rich Knowledge Space for Scalable Deepfake Detection
[
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
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
Expressiveness of Multi-Neuron Convex Relaxations in Neural Network Certification
[
Poster]
[
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
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
SAGA: Structural Aggregation Guided Alignment with Dynamic View and Neighborhood Order Selection for Multiview Graph Domain Adaptation
[
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
Tequila: Deadzone-free Ternary Quantization for Large Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Robust Adversarial Attacks Against Unknown Disturbance via Inverse Gradient Sample
[
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
Reliability-Adjusted Prioritized Experience Replay
[
Slides]
[
Poster]
[
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
Unlearning during Training: Domain-Specific Gradient Ascent for Domain Generalization
[
Poster]
[
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
Scaling Laws and Spectra of Shallow Neural Networks in the Feature Learning Regime
[
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
Ensemble Prediction of Task Affinity for Efficient Multi-Task Learning
[
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
[
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
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
FedMC: Federated Manifold Calibration
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
LogicXGNN: Grounded Logical Rules for Explaining Graph Neural Networks
[
Poster]
[
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
LLM2Fx-Tools: Tool Calling for Music Post-Production
[
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
Learning residue level protein dynamics with multiscale Gaussians
[
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
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
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
DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence
[
Poster]
[
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
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
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
Erase or Hide? Suppressing Spurious Unlearning Neurons for Robust Unlearning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
SpeechOp: Inference-Time Task Composition for Generative Speech Processing
[
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
Shop-R1: Rewarding LLMs to Simulate Human Behavior in Online Shopping via Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
JointAVBench: A Benchmark for Joint Audio-Visual Reasoning Evaluation
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Robust Equation Structure learning with Adaptive Refinement
[
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
The Hidden Lattice Geometry of LLMs
[
Poster]
[
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
Back to Square Roots: An Optimal Bound on the Matrix Factorization Error for Multi-Epoch Differentially Private SGD
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Pre-training Limited Memory Language Models with Internal and External Knowledge
[
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
Seq vs Seq: An Open Suite of Paired Encoders and Decoders
[
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
From Static Benchmarks to Dynamic Protocol: Agent-Centric Text Anomaly Detection for Evaluating LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Spatial CAPTCHA: Generatively Benchmarking Spatial Reasoning for Human-Machine Differentiation
[
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
[
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
[
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
IA2: Alignment with ICL Activations improves Supervised Fine-Tuning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ViPRA: Video Prediction for Robot Actions
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Multiverse Mechanica: A Testbed for Learning Game Mechanics via Counterfactual Worlds
[
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
Implicit Sensing for Fourier Sparse Boolean Functions
[
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
AdPO: Enhancing the Adversarial Robustness of Large Vision-Language Models with Preference Optimization
[
Poster]
[
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
[
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
FMIP: Joint Continuous-Integer Flow For Mixed-Integer Linear Programming
[
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
VoG: Enhancing LLM Reasoning through Stepwise Verification on Knowledge Graphs
[
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
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
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
Adaptive Domain Shift in Diffusion Models for Cross-Modality Image Translation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Unifying View of Coverage in Linear Off-policy Evaluation
[
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
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
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
Deep Learning with Learnable Product-Structured Activations
[
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
PathChat-SegR1: Reasoning Segmentation in Pathology via SO-GRPO
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Safeguarding Multimodal Knowledge Copyright in the RAG-as-a-Service Environment
[
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
ARTDECO: Toward High-Fidelity On-the-Fly Reconstruction with Hierarchical Gaussian Structure and Feed-Forward Guidance
[
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
[
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
An Information-Theoretic Parameter-Free Bayesian Framework for Probing Labeled Dependency Trees from Attention Score
[
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
Universal Model Routing for Efficient LLM Inference
[
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
Text summarization via global structure awareness
[
Slides]
[
Poster]
[
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
Robust Preference Optimization: Aligning Language Models with Noisy Preference Feedback
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
One-Step Video Restoration via Diffusion Adversarial Post-Training
[
Slides]
[
Poster]
[
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
[
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
MoCa: Modeling Object Consistency for 3D Camera Control in Video Generation
[
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
PPLLaVA: Varied Video Sequence Understanding With Prompt Guidance
[
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
SSD-GS: Scattering and Shadow Decomposition for Relightable 3D Gaussian Splatting
[
Poster]
[
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
[
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
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
Partition Generative Modeling: Masked Modeling Without Masks
[
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
Learning to Reason via Mixture-of-Thought for Logical Reasoning
[
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
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
QKV Projections Require a Fraction of Their Memory
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Part-X-MLLM: Part-aware 3D Multimodal Large Language Model
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Controlling Repetition in Protein Language Models
[
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
LiFR-Seg: Anytime High-Frame-Rate Segmentation via Event-Guided Propagation
[
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
From Prediction to Perfection: Introducing Refinement to Autoregressive Image Generation
[
Poster]
[
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
Draw-In-Mind: Rebalancing Designer-Painter Roles in Unified Multimodal Models Benefits Image Editing
[
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
MeanCache: From Instantaneous to Average Velocity for Accelerating Flow Matching Inference
[
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]
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)
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Flatter Tokens are More Valuable for Speculative Draft Model Training
[
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
Asymmetric Synthetic Data Update for Domain Incremental Dataset Distillation
[
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
Doxing via the Lens: Revealing Location-related Privacy Leakage on Multi-modal Large Reasoning Models
[
Slides]
[
Poster]
[
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
[
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
CO3: CONTRASTING CONCEPTS COMPOSE BETTER
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Discovering and Steering Interpretable Concepts in Large Generative Music Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Diffusion and Flow-based Copulas: Forgetting and Remembering Dependencies
[
Slides]
[
Poster]
[
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
[
Slides]
[
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
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
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
Intention-Conditioned Flow Occupancy Models
[
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
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
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
Efficient Reinforcement Learning by Guiding World Models with Non-Curated Data
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Algorithm Generation via Creative Ideation
[
Slides]
[
Poster]
[
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
[
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
Escaping Policy Contraction: Contraction-Aware PPO (CaPPO) for Stable Language Model Fine-Tuning
[
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
CoEmoGen: Towards Semantically-Coherent and Scalable Emotional Image Content Generation
[
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
Stable coresets: Unleashing the power of uniform sampling
[
Slides]
[
Poster]
[
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
Distributionally Robust Linear Regression with Block Lewis Weights
[
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
[
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
RECON: Robust symmetry discovery via Explicit Canonical Orientation Normalization
[
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
[
Slides]
[
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
Causality ≠ Invariance: Function vs Concept Vectors in LLMs
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Measuring Uncertainty Calibration
[
Poster]
[
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
[
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
Master Skill Learning with Policy-Grounded Synergy of LLM-based Reward Shaping and Exploring
[
Slides]
[
Poster]
[
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
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
AQuA: Toward Strategic Response Generation for Ambiguous Visual Questions
[
Slides]
[
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]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Reconstruction Alignment Improves Unified Multimodal Models
[
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
Sysformer: Safeguarding Frozen Large Language Models with Adaptive System Prompts
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
MobileRL: Online Agentic Reinforcement Learning for Mobile GUI Agents
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Measuring LLM Novelty As The Frontier Of Original And High-Quality Output
[
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
Prompt Curriculum Learning for Efficient LLM Post-Training
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Counterfactual Structural Causal Bandits
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Online Decision-Focused Learning
[
Poster]
[
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
[
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
Neural Theorem Proving for Verification Conditions: A Real-World Benchmark
[
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
MULTIMODALITY AS SUPERVISION: SELF-SUPERVISED SPECIALIZATION TO THE TEST ENVIRONMENT VIA MULTIMODALITY
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
DIVA-GRPO: Enhancing Multimodal Reasoning through Difficulty-Adaptive Variant Advantage
[
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
Coupled Transformer Autoencoder for Disentangling Multi-Region Neural Latent Dynamics
[
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
PatchRefiner V2: Fast and Lightweight Real-Domain High-Resolution Metric Depth Estimation
[
Poster]
[
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
Don't Just Fine-tune the Agent, Tune the Environment
[
Poster]
[
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
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
IVC-Prune: Revealing the Implicit Visual Coordinates in LVLMs for Vision Token Pruning
[
Poster]
[
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
Bridging Explainability and Embeddings: BEE Aware of Spuriousness
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Scalable Constant-Factor Approximation Algorithm for $W_p$ Optimal Transport
[
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
Beyond Linear Processing: Dendritic Bilinear Integration in Spiking Neural Networks
[
Poster]
[
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
[
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
Language in the Flow of Time: Time-Series-Paired Texts Weaved into a Unified Temporal Narrative
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Eliciting Numerical Predictive Distributions of LLMs Without Auto-Regression
[
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
EmoPrefer: Can Large Language Models Understand Human Emotion Preferences?
[
Poster]
[
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
Saddle-to-Saddle Dynamics Explains A Simplicity Bias Across Architectures
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
ActiveCQ: Active Estimation of Causal Quantities
[
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
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Diverse Text Decoding via Iterative Reweighting
[
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
K-Sort Eval: Efficient Preference Evaluation for Visual Generation via Corrected VLM-as-a-Judge
[
Poster]
[
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
WearVox: An Egocentric Multichannel Voice Assistant Benchmark for Wearables
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration
[
Poster]
[
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
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
A Fair Bayesian Inference through Matched Gibbs Posterior
[
Poster]
[
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
Astra: General Interactive World Model with Autoregressive Denoising
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
IceCache: Memory-Efficient KV-cache Management for Long-Sequence LLMs
[
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
HiVid: LLM-Guided Video Saliency For Content-Aware VOD And Live Streaming
[
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
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Sequential Parallel Duality in Prefix Scannable Models
[
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
Self-Augmented Visual Contrastive Decoding
[
Poster]
[
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
The Matthew Effect of AI Programming Assistants: A Hidden Bias in Software Evolution
[
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
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Evoking User Memory: Personalizing LLM via Recollection-Familiarity Adaptive Retrieval
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Softmax Transformers are Turing-Complete
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Don't Shift the Trigger: Robust Gradient Ascent for Backdoor Unlearning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
VADv2: End-to-End Autonomous Driving via Probabilistic Planning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
From Fields to Random Trees
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
From Seeing to Experiencing: Scaling Navigation Foundation Models with Reinforcement Learning
[
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
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
GPT4Scene: Understand 3D Scenes from Videos with Vision-Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Learning Collective Variables from BioEmu with Time-Lagged Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AgentFold: Long-Horizon Web Agents with Proactive Context Folding
[
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
[
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
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
WavefrontDiffusion: Dynamic Decoding Schedule for Improved Reasoning
[
Poster]
[
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
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Optimal Sparsity of Mixture-of-Experts Language Models for Reasoning Tasks
[
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
BED-LLM: Intelligent Information Gathering with LLMs and Bayesian Experimental Design
[
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
[
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
[
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
GoR: A Unified and Extensible Generative Framework for Ordinal Regression
[
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
From Pixels to Words -- Towards Native Vision-Language Primitives at Scale
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
CASteer: Cross-Attention Steering for Controllable Concept Erasure
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
When Priors Backfire: On the Vulnerability of Unlearnable Examples to Pretraining
[
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
Gelato: Graph Edit Distance via Autoregressive Neural Combinatorial Optimization
[
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
Mitigating Privacy Risk via Forget Set-Free Unlearning
[
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
[
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
Propaganda AI: An Analysis of Semantic Divergence in Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
AdaViewPlanner: Adapting Video Diffusion Models for Viewpoint Planning in 4D Scenes
[
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
AudioX: A Unified Framework for Anything-to-Audio Generation
[
OpenReview]
Oral Session
Fri Apr 24 11:15 AM -- 12:45 PM (PDT) None
Oral Session 4A
Oral Session
Fri Apr 24 11:15 AM -- 12:45 PM (PDT) None
Oral Session 4B
Oral Session
Fri Apr 24 11:15 AM -- 12:45 PM (PDT) None
Oral Session 4C
Oral Session
Fri Apr 24 11:15 AM -- 12:45 PM (PDT) None
Oral Session 4D
Oral Session
Fri Apr 24 11:15 AM -- 12:45 PM (PDT) None
Oral Session 4E
Poster Session
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) None
Poster Session 4
Oral
Fri Apr 24 11:27 AM -- 11:37 AM (PDT) None
FRABench and UFEval: Unified Fine-grained Evaluation with Task and Aspect Generalization
[
OpenReview]
Oral
Fri Apr 24 11:27 AM -- 11:37 AM (PDT) None
Latent Particle World Models: Self-supervised Object-centric Stochastic Dynamics Modeling
[
OpenReview]
Oral
Fri Apr 24 11:27 AM -- 11:37 AM (PDT) None
MrRoPE: Mixed-radix Rotary Position Embedding
[
OpenReview]
Oral
Fri Apr 24 11:27 AM -- 11:37 AM (PDT) None
BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation via Lens of Dynamic Interactions
[
OpenReview]
Oral
Fri Apr 24 11:27 AM -- 11:37 AM (PDT) None
Hallucination Begins Where Saliency Drops
[
Slides]
[
OpenReview]
Oral
Fri Apr 24 11:39 AM -- 11:49 AM (PDT) None
Exploratory Diffusion Model for Unsupervised Reinforcement Learning
[
OpenReview]
Oral
Fri Apr 24 11:39 AM -- 11:49 AM (PDT) None
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss
[
Slides]
[
OpenReview]
Oral
Fri Apr 24 11:39 AM -- 11:49 AM (PDT) None
Through the Lens of Contrast: Self-Improving Visual Reasoning in VLMs
[
OpenReview]
Oral
Fri Apr 24 11:39 AM -- 11:49 AM (PDT) None
SimuHome: A Temporal- and Environment-Aware Benchmark for Smart Home LLM Agents
[
OpenReview]
Oral
Fri Apr 24 11:39 AM -- 11:49 AM (PDT) None
EditBench: Evaluating LLM Abilities to Perform Real-World Instructed Code Edits
[
OpenReview]
Oral
Fri Apr 24 11:51 AM -- 12:01 PM (PDT) None
Common Corpus: The Largest Collection of Ethical Data for LLM Pre-Training
[
OpenReview]
Oral
Fri Apr 24 11:51 AM -- 12:01 PM (PDT) None
MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction
[
OpenReview]
Oral
Fri Apr 24 11:51 AM -- 12:01 PM (PDT) None
Mean Flow Policy with Instantaneous Velocity Constraint for One-step Action Generation
[
OpenReview]
Oral
Fri Apr 24 11:51 AM -- 12:01 PM (PDT) None
FlashRNN: Unlocking Parallel Training of Nonlinear RNNs for Large Language Models
[
OpenReview]
Oral
Fri Apr 24 12:03 PM -- 12:13 PM (PDT) None
Seeing Through the Brain: New Insights from Decoding Visual Stimuli with fMRI
[
OpenReview]
Oral
Fri Apr 24 12:03 PM -- 12:13 PM (PDT) None
Mamba-3: Improved Sequence Modeling using State Space Principles
[
OpenReview]
Oral
Fri Apr 24 12:03 PM -- 12:13 PM (PDT) None
AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite
[
OpenReview]
Oral
Fri Apr 24 12:03 PM -- 12:13 PM (PDT) None
Rodrigues Network for Learning Robot Actions
[
OpenReview]
Oral
Fri Apr 24 12:15 PM -- 12:25 PM (PDT) None
Energy-Based Transformers are Scalable Learners and Thinkers
[
OpenReview]
Oral
Fri Apr 24 12:15 PM -- 12:25 PM (PDT) None
WAVE: Learning Unified & Versatile Audio-Visual Embeddings with Multimodal LLM
[
OpenReview]
Oral
Fri Apr 24 12:15 PM -- 12:25 PM (PDT) None
MedAgentGym: A Scalable Agentic Training Environment for Code-Centric Reasoning in Biomedical Data Science
[
OpenReview]
Oral
Fri Apr 24 12:15 PM -- 12:25 PM (PDT) None
Pareto-Conditioned Diffusion Models for Offline Multi-Objective Optimization
[
OpenReview]
Oral
Fri Apr 24 12:27 PM -- 12:37 PM (PDT) None
Visual symbolic mechanisms: Emergent symbol processing in Vision Language Models
[
OpenReview]
Oral
Fri Apr 24 12:27 PM -- 12:37 PM (PDT) None
Compositional Diffusion with Guided search for Long-Horizon Planning
[
OpenReview]
Test Of Time
Fri Apr 24 01:45 PM -- 02:45 PM (PDT) @ Amphitheater None
Test of Time
Registration Desk
Sat Apr 25 04:00 AM -- 01:30 PM (PDT) @ Convention Center Foyer None
Registration Desk 1
Break
Sat Apr 25 06:00 AM -- 06:30 AM (PDT) @ Pavilion 4 None
Break
Oral
Sat Apr 25 06:30 AM -- 06:40 AM (PDT) None
Difficult Examples Hurt Unsupervised Contrastive Learning: A Theoretical Perspective
[
OpenReview]
Oral
Sat Apr 25 06:30 AM -- 06:40 AM (PDT) None
Semi-Supervised Preference Optimization with Limited Feedback
[
OpenReview]
Oral
Sat Apr 25 06:30 AM -- 06:40 AM (PDT) None
BioX-Bridge: Model Bridging for Unsupervised Cross-Modal Knowledge Transfer across Biosignals
[
OpenReview]
Oral
Sat Apr 25 06:30 AM -- 06:40 AM (PDT) None
Stable Video Infinity: Infinite-Length Video Generation with Error Recycling
[
OpenReview]
Oral
Sat Apr 25 06:30 AM -- 06:40 AM (PDT) None
Uncover Underlying Correspondence for Robust Multi-view Clustering
[
OpenReview]
Oral
Sat Apr 25 06:30 AM -- 06:40 AM (PDT) None
Diffusion Language Model Knows the Answer Before It Decodes
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TokenSeek: Memory Efficient Fine Tuning via Instance-Aware Token Ditching
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Training Dynamics of Learning 3D-Rotational Equivariance
[
Poster]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Fine-Grained Iterative Adversarial Attacks with Limited Computation Budget
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
In-Context Learning of Temporal Point Processes with Foundation Inference Models
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Inverse Scaling in Test-Time Compute
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Deforming Videos to Masks: Flow Matching for Referring Video Segmentation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CompoDistill: Attention Distillation for Compositional Reasoning in Multimodal LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Soft-Di[M]O: Improved one-step Image Discrete Model
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
pi-Flow: Policy-Based Few-Step Generation via Imitation Distillation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Mastering Sparse CUDA Generation through Pretrained Models and Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CDBridge: A Cross-omics Post-training Bridge Strategy for Context-aware Biological Modeling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LinguaMap: Which Layers of LLMs Speak Your Language and How to Tune Them?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Elastic Optimal Transport: Theory, Application, and Empirical Evaluation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Perception-R1: Advancing Multimodal Reasoning Capabilities of MLLMs via Visual Perception Reward
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Poly-attention: a general scheme for higher-order self-attention
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CARD: Towards Conditional Design of Multi-agent Topological Structures
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ComPhy: Composing Physical Models with end-to-end Alignment
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On Predictability of Reinforcement Learning Dynamics for Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
When Large Multimodal Models Confront Evolving Knowledge: Challenges and Explorations
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reverse Distillation: Disentangling and Scaling Protein Language Model Representations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Relational Transformer: Toward Zero-Shot Foundation Models for Relational Data
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
From Assumptions to Actions: Turning LLM Reasoning into Uncertainty-Aware Planning for Embodied Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Sampling-aware Adversarial Attacks Against Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
InfGen: Scenario Generation as Next Token Group Prediction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Robust Training of Neural Networks at Arbitrary Precision and Sparsity
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Adversarial Robustness of Graph Transformers
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RiskPO: Risk-based Policy Optimization with Verifiable Reward for LLM Post-Training
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Lifelong Learning with Behavior Consolidation for Vehicle Routing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ReFeR: Improving Evaluation and Reasoning through Hierarchy of Models
[
Poster]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Densemarks: Learning Canonical Embeddings for Human Heads Images via Point Tracks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Textual Equilibrium Propagation for Deep Compound AI Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
StPR: Spatiotemporal Preservation and Routing for Exemplar-Free Video Class-Incremental Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SAIR: Enabling Deep Learning for Protein-Ligand Interactions with a Synthetic Structural Dataset
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Batch Pruning by Activation Stability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SNAPHARD CONTRAST LEARNING
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Is the Reversal Curse a Binding Problem? Uncovering Limitations of Transformers from a Basic Generalization Failure
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Seeing What’s Wrong: A Trajectory-Guided Approach to Caption Error Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Efficient Prediction of Large Protein Complexes via Subunit-Guided Hierarchical Refinement
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
From Verifiable Dot to Reward Chain: Harnessing Verifiable Reference-based Rewards for Reinforcement Learning of Open-ended Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Test-time Verification via Optimal Transport: Coverage, ROC, & Sub-optimality
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Breaking Barriers: Do Reinforcement Fine-tuning Gains Transfer To Unseen Domains?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SAM 3: Segment Anything with Concepts
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Efficient Orthogonal Fine-Tuning with Principal Subspace Adaptation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Cross-Modal Redundancy and the Geometry of Vision–Language Embeddings
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
BoGrape: Bayesian optimization over graphs with shortest-path encoded
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Foundational Automatic Evaluators: Scaling Multi-Task Generative Evaluator Training for Reasoning-Centric Domains
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Bandits with Single-Peaked Preferences and Limited Resources
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rethinking Causal Mask Attention for Vision-Language Inference
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Automated Interpretability Metrics Do Not Distinguish Trained and Random Transformers
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Experience-based Knowledge Correction for Robust Planning in Minecraft
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
M$^3$E: Continual Vision-and-Language Navigation via Mixture of Macro and Micro Experts
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FlowCast: Advancing Precipitation Nowcasting with Conditional Flow Matching
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Variational Pseudo Marginal Methods for Jet Reconstruction in Particle Physics
[
Slides]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MedAraBench: Large-scale Arabic Medical Question Answering Dataset and Benchmark
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Beyond Markovian Drifts: Action-Biased Geometric Walks with Memory for Personalized Summarization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning for Highly Faithful Explainability
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Small Drafts, Big Verdict: Information-Intensive Visual Reasoning via Speculation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Revisiting Nonstationary Kernel Design for Multi-Output Gaussian Processes
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Vivid-VR: Distilling Concepts from Text-to-Video Diffusion Transformer for Photorealistic Video Restoration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
BioCAP: Exploiting Synthetic Captions Beyond Labels in Biological Foundation Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Beyond Classification Accuracy: Neural-MedBench and the Need for Deeper Reasoning Benchmarks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Expert Merging: Model Merging with Unsupervised Expert Alignment and Importance-Guided Layer Chunking
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning-Augmented Moment Estimation on Time-Decay Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Logit‑KL Flow Matching: Non‑Autoregressive Text Generation via Sampling‑Hybrid Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
GPS: Directed Acyclic Graph guided Proactive Information Seeking in Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SK2Decompile: LLM-based Two-Phase Binary Decompilation from Skeleton to Skin
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
back arrowGo to TMLR homepage Slicing the Gaussian Mixture Wasserstein Distance
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Non-Collaborative User Simulators for Tool Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PAGE-4D: Disentangled Pose and Geometry Estimation for 4D Perception
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Compositional Generalization from Learned Skills via CoT Training: A Theoretical and Structural Analysis for Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Scaling Direct Feedback Learning with Theoretical Guarantees
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Characterizing Deep Research: A Benchmark and Formal Definition
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
There Was Never a Bottleneck in Concept Bottleneck Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MEM1: Learning to Synergize Memory and Reasoning for Efficient Long-Horizon Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Converge Faster, Talk Less: Hessian-Informed Federated Zeroth-Order Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VeriRole: Verifiable Role-Awareness through Hint-Guided Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rethinking Driving World Model as Synthetic Data Generator for Perception Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Train-before-Test Harmonizes Language Model Rankings
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Taming Curvature: Architecture Warm-up for Stable Transformer Training
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
GaitSnippet: Gait Recognition Beyond Unordered Sets and Ordered Sequences
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Spacetime of Diffusion Models: An Information Geometry Perspective
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Causal Discovery in the Wild: A Voting-Theoretic Ensemble Approach
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CircuitSense: A Hierarchical Circuit System Benchmark Bridging Visual Comprehension and Symbolic Reasoning in Engineering Design Process
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Conditional Advantage Estimation for Reinforcement Learning in Large Reasoning Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Not All Bits Are Equal: How Model Scale Changes Memory-Optimal Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
BranchGRPO: Stable and Efficient GRPO with Structured Branching in Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RMFlow: Refined Mean Flow by a Noise-Injection Step for Multimodal Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Exploring the Limits of Sub-Billion Language Model Reasoners with Open Training Recipes
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Adaptive Conformal Guidance for Learning under Uncertainty
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MedVR: Annotation-Free Medical Visual Reasoning via Agentic Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PoseX: AI Defeats Physics-based Methods on Protein Ligand Cross-Docking
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FaLW: A Forgetting-aware Loss Reweighting for Long-tailed Unlearning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Directional Textual Inversion for Personalized Text-to-Image Generation
[
OpenReview]
Blog Post Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The effect of feature resolution on embedding dimension
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Ringleader ASGD: The First Asynchronous SGD with Optimal Time Complexity under Data Heterogeneity
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Dynamic-dLLM: Dynamic Cache-Budget and Adaptive Parallel Decoding for Training-Free Acceleration of Diffusion LLM
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WorldGym: World Model as An Environment for Policy Evaluation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RF-MatID: Dataset and Benchmark for Radio Frequency Material Identification
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CryoLVM: Self-supervised Learning from Cryo-EM Density Maps with Large Vision Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Can Language Models Discover Scaling Laws?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SpatialHand: Generative Object Manipulation from 3D Prespective
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Solving General-Utility Markov Decision Processes in the Single-Trial Regime with Online Planning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HistoPrism: Unlocking Functional Pathway Analysis from Pan-Cancer Histology via Gene Expression Prediction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Universal Value-Function Uncertainties
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Does Higher Interpretability Imply Better Utility? A Pairwise Analysis on Sparse Autoencoders
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Local Geometry Attention for Time Series Forecasting under Realistic Corruptions
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
STEM: SCALING TRANSFORMERS WITH EMBEDDING MODULES
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Ads that Stick: Near-Optimal Ad Optimization through Psychological Behavior Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Tale of Two Smoothness Notions: Adaptive Optimizers and Non-Euclidean Descent
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On Natural Ways to Generate and Their Provable Power
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PSP: Prompt-Guided Self-Training Sampling Policy for Active Prompt Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DRIFT: Decompose, Retrieve, Illustrate, then Formalize Theorems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Expanding the Capability Frontier of LLM Agents with ZPD-Guided Data Synthesis
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VisJudge-Bench: Aesthetics and Quality Assessment of Visualizations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Nüwa: Mending the Spatial Integrity Torn by VLM Token Pruning
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Skill Learning via Policy Diversity Yields Identifiable Representations for Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ASMIL: Attention-Stabilized Multiple Instance Learning for Whole-Slide Imaging
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Earth-Agent: Unlocking the Full Landscape of Earth Observation with Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Color3D: Controllable and Consistent 3D Colorization with Personalized Colorizer
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Map as a Prompt: Learning Multi-Modal Spatial-Signal Foundation Models for Cross-scenario Wireless Localization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
E²LoRA: Efficient and Effective Low-Rank Adaptation with Entropy-Guided Adaptive Sharing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Obscure but Effective: Classical Chinese Jailbreak Prompt Optimization via Bio-Inspired Search
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning to Reason as Action Abstractions with Scalable Mid-Training RL
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Buckingham $\pi$-Invariant Test‑Time Projection for Robust PDE Surrogate Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SynCoGen: Synthesizable 3D Molecule Generation via Joint Reaction and Coordinate Modeling
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Path Matters: Unveiling Geometric Implicit Bias via Curvature-Aware Sparse View Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
BideDPO: Conditional Image Generation with Simultaneous Text and Condition Alignment
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Hierarchical Encoding Tree with Modality Mixup for Cross-modal Hashing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CERTIFIED VS. EMPIRICAL ADVERSARIAL ROBUSTNESS VIA HYBRID CONVOLUTIONS WITH ATTENTION STOCHASTICITY
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Strictly Constrained Generative Modeling via Split Augmented Langevin Sampling
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Advancing Multi-agent Traffic Simulation via R1-Style Reinforcement Fine-Tuning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PLAGUE: Plug-and-play Framework for Lifelong Adaptive Generation of Multi-turn Exploits
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MoSA: Mosaic Shared Adaptation of Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Circuit Insights: Towards Interpretability Beyond Activations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CP-Agent: Context‑Aware Multimodal Reasoning for Cellular Morphological Profiling under Chemical Perturbations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Evaluating SAE interpretability without generating explanations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Joint Distribution–Informed Shapley Values for Sparse Counterfactual Explanations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SR-Scientist: Scientific Equation Discovery With Agentic AI
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
InclusiveVidPose: Bridging the Pose Estimation Gap for Individuals with Limb Deficiencies in Video-Based Motion
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RealBench: A Benchmark for Complex Physical Systems with Real-World Data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SC-Arena: A Natural Language Benchmark for Single-Cell Reasoning with Knowledge-Augmented Evaluation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Social Agents: Collective Intelligence Improves LLM Predictions
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Streaming Drag-Oriented Interactive Video Manipulation: Drag Anything, Anytime!
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MMR-Life: Piecing Together Real-life Scenes for Multimodal Multi-image Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
M$^2$-Miner: Multi-Agent Enhanced MCTS for Mobile GUI Agent Data Mining
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HAMLET: Hyperadaptive Agent-based Modeling for Live Embodied Theatrics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Training-Free Framework for Long Video Understanding via Video-Query-Options Similarity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Understanding the Learning Phases in Self-Supervised Learning via Critical Periods
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Test-Time Accuracy-Cost Control in Neural Simulators via Recurrent-Depth
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Measuring Physical-World Privacy Awareness of Large Language Models: An Evaluation Benchmark
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Explainable LLM Unlearning through Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Triple-BERT: Do We Really Need MARL for Order Dispatch on Ride-Sharing Platforms?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CoDA: From Text-to-Image Diffusion Models to Truly Training-Free Dataset Distillation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ACE-Bench: Benchmarking Agentic Coding in End-to-End Development of Complex Features
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Mechanistic Detection and Mitigation of Hallucination in Large Reasoning Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Enhancing Agentic Search via Data Synthesis on Hierarchical Constraint Satisfaction
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Some Neural Networks Inherently Preserve Subspace Clustering Structure
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LumosX: Relate Any Identities with Their Attributes for Personalized Video Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Loc$^{2}$: Interpretable Cross-View Localization via Depth-Lifted Local Feature Matching
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LiveWeb-IE: A Benchmark For Online Web Information Extraction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reliable Weak-to-Strong Monitoring of LLM Agents
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PetaGAIL++: Utility Optimized Private Trajectory Generation with Imitation Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Trace Anything: Representing Any Video in 4D via Trajectory Fields
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
EdiVal-Agent: An Object-Centric Framework for Automated, Fine-Grained Evaluation of Multi-Turn Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Revisiting Multimodal Positional Encoding in Vision–Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RPG: A Repository Planning Graph for Unified and Scalable Codebase Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
COMPACT: COMPositional Atomic-to-Complex Visual Capability Tuning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Embedding-Based Context-Aware Reranker
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Balancing the Experts: Unlocking LoRA-MoE for GRPO via Mechanism-Aware Rewards
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CaTs and DAGs: Integrating Directed Acyclic Graphs with Transformers for Causally Constrained Predictions
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
One-Step Flow Q-Learning: Addressing the Diffusion Policy Bottleneck in Offline Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
BaseReward: A Strong Baseline for Multimodal Reward Model
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On the Tension Between Optimality and Adversarial Robustness in Policy Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Teaching LLMs to Admit Uncertainty in OCR
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
BoRA: Towards More Expressive Low-Rank Adaptation with Block Diversity
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Designing Affine-Invariant Neural Networks for Photometric Corruption Robustness and Generalization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Newton Method Revisited: Global Convergence Rates up to $O(1/k^3)$ for Stepsize Schedules and Linesearch Procedures
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AutoSP: Unlocking Long-Context LLM Training Via Compiler-Based Sequence Parallelism
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WinT3R: Window-Based Streaming Reconstruction with Camera Token Pool
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Darwin Gödel Machine: Open-Ended Evolution of Self-Improving Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Slicing Wasserstein over Wasserstein via Functional Optimal Transport
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HEEGNet: Hyperbolic Embeddings for EEG
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Fano-Style Accuracy Upper Bound for LLM Single-Pass Reasoning in Multi-Hop QA
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TusoAI: Agentic Optimization for Scientific Methods
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning to Weight Parameters for Data Attribution
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RAG4DMC: Retrieval-Augmented Generation for Data-Level Modality Completion
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Poisson Midpoint Method for Log Concave Sampling: Beyond the Strong Error Lower Bounds
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AP-OOD: Attention Pooling for Out-of- Distribution Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Uncertainty-Aware Gaussian Map for Vision-Language Navigation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Diffusion Language Models are Provably Optimal Parallel Samplers
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Flow Actor-Critic for Offline Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
IterResearch: Rethinking Long-Horizon Agents via Markovian State Reconstruction
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Uncovering Robot Vulnerabilities through Semantic Potential Fields
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DiffWind: Physics-Informed Differentiable Modeling of Wind-Driven Object Dynamics
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reconciling Visual Perception and Generation in Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Is Pure Exploitation Sufficient in Exogenous MDPs with Linear Function Approximation?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Enhancing Generative Auto-bidding with Offline Reward Evaluation and Policy Search
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
QuRL: Rubrics As Judge For Open-Ended Question Answering
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Pixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse–Linear Attention
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MedLesionVQA: A Multimodal Benchmark Emulating Clinical Visual Diagnosis for Body Surface Health
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Egalitarian Gradient Descent: A Simple Approach to Accelerated Grokking
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Hierarchical Semantic-Acoustic Modeling via Semi-Discrete Residual Representations for Expressive End-to-End Speech Synthesis
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Less You Depend, The More You Learn: Synthesizing Novel Views from Sparse, Unposed Images without Any 3D Knowledge
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Monitoring Decomposition Attacks with Lightweight Sequential Monitors
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PartSAM: A Scalable Promptable Part Segmentation Model Trained on Native 3D Data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ForestPersons: A Large-Scale Dataset for Under-Canopy Missing Person Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
T-TAMER: Provably Taming Trade-offs in ML Serving
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Cancer-Myth: Evaluating Large Language Models on Patient Questions with False Presuppositions
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Gradient Descent with Large Step Sizes: Chaos and Fractal Convergence Region
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Adapting Self-Supervised Representations as a Latent Space for Efficient Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
General search techniques without common knowledge for imperfect-information games, and application to superhuman Fog of War chess
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
jqBench: a benchmark for reading and editing JSON from natural language and/or examples
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LoC-Decomp: LLM Autoformalization via Logical Concept Decomposition and Iterative Feedback Correction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Verification of the Implicit World Model in a Generative Model via Adversarial Sequences
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
GRO-RAG: Gradient-aware Re-rank Optimization for Multi-source Retrieval-Augmented Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TVTSyn: Content-Synchronous Time-Varying Timbre for Streaming Voice Conversion and Anonymization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CLAUSE: Agentic Neuro-Symbolic Knowledge Graph Reasoning via Dynamic Learnable Context Engineering
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PriorGuide: Test-Time Prior Adaptation for Simulation-Based Inference
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Detection of unknown unknowns in autonomous systems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MVAR: Visual Autoregressive Modeling with Scale and Spatial Markovian Conditioning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Gradient-Normalized Smoothness for Optimization with Approximate Hessians
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Thinking as Society: Multi-Social-Agent Self-Distillation for Multimodal Misinformation Detection
[
Poster]
[
OpenReview]
Blog Post Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Square Peg, Round Hole: Plugging Non-Sequential Data into Sequential Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Lightweight Spatio-Temporal Modeling via Temporally Shifted Distillation for Real-Time Accident Anticipation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Imitation Learning as Return Distribution Matching
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Non-Asymptotic Analysis of (Sticky) Track-and-Stop
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RayI2P: Learning Rays for Image-to-Point Cloud Registration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CheckMate! Watermarking Graph Diffusion Models in Polynomial Time
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Tell me Habibi, is it Real or Fake?
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Real-Time Motion-Controllable Autoregressive Video Diffusion
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
sleep2vec: Unified Cross-Modal Alignment for Heterogeneous Nocturnal Biosignals
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Uncovering Conceptual Blindspots in Generative Image Models Using Sparse Autoencoders
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
V2P-Bench: Evaluating Video-Language Understanding with Visual Prompts for Better Human-Model Interaction
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Composer: A Search Framework for Hybrid Neural Architecture Design
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Physically Executable 3D Gaussian for Embodied Navigation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Improved Adversarial Diffusion Compression for Real-World Video Super-Resolution
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
3D Aware Region Prompted Vision Language Model
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
One Life to Learn: Inferring Symbolic World Models for Stochastic Environments from Unguided Exploration
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SteinsGate: Adding Causality to Diffusions for Long Video Generation via Path Integral
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Transformers as a Measure-Theoretic Associative Memory: A Statistical Perspective
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Q&C: When Quantization Meets Cache in Efficient Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Semi-Parametric Contextual Pricing with General Smoothness
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Resurfacing the Instance-only Dependent Label Noise Model through Loss Correction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Feature segregation by signed weights in artificial vision systems and biological models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Intrinsic Entropy of Context Length Scaling in LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Evidence for Limited Metacognition in LLMs
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MobileCLIP2: Improving Multi-Modal Reinforced Training
[
Poster]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Self-Supervised Learning from Structural Invariance
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Scalable Exploration for High-Dimensional Continuous Control via Value-Guided Flow
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Relative Error-Based Evaluation Framework of Heterogeneous Treatment Effect Estimators
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Critic–Adviser–Reviser Cyclic Refinement: Towards High-Quality EMR Corpus Generation with LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Dichotomous Diffusion Policy Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AbdCTBench: Learning Clinical Biomarker Representations from Abdominal Surface Geometry
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Spatial Supersensing in Video
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A2ASecBench: A Protocol-Aware Security Benchmark for Agent-to-Agent Multi-Agent Systems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Discovering alternative solutions beyond the simplicity bias in recurrent neural networks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Evaluating Data Influence in Meta Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Task-free Adaptive Meta Black-box Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Anatomy-aware Representation Learning for Medical Ultrasound
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Evaluating Intuitive Physics Understanding in Video Diffusion Models via Likelihood Preference
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Hidden Semantic Bottleneck in Conditional Embeddings of Diffusion Transformers
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Guided Flow Policy: Learning from High-Value Actions in Offline Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CE-Nav: Flow-Guided Reinforcement Refinement for Cross-Embodiment Local Navigation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Inference-Time Scaling of Discrete Diffusion Models via Importance Weighting and Optimal Proposal Design
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TangleScore: Tangle-Guided Purge and Imprint for Unstructured Knowledge Editing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
C-Voting: Confidence-Based Test-Time Voting without Explicit Energy Functions
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Ground Slow, Move Fast: A Dual-System Foundation Model for Generalizable Vision-Language Navigation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Plug, Play, and Fortify: A Low-Cost Module for Robust Multimodal Image Understanding Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Pinet: Optimizing hard-constrained neural networks with orthogonal projection layers
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Greater than the Sum of Its Parts: Building Substructure into Protein Encoding Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MoNE: Replacing Redundant Experts with Lightweight Novices for Structured Pruning of MoE
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LeRobot: An Open-Source Library for End-to-End Robot Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Preserving Forgery Artifacts: AI-Generated Video Detection at Native Scale
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Price of Robustness: Stable Classifiers Need Overparameterization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
GTool: Graph Enhanced Tool Planning with Large Language Model
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Uncertainty-Aware Diagnostics for Physics-Informed Machine Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Fast training of accurate physics-informed neural networks without gradient descent
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ReDDiT: Rehashing Noise for Discrete Visual Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
EGG-SR: Embedding Symbolic Equivalence into Symbolic Regression via Equality Graph
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reasoning Scaffolding: Distilling the Flow of Thought from LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FieryGS: In-the-Wild Fire Synthesis with Physics-Integrated Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SketchEvo: Leveraging Drawing Dynamics for Enhanced Image Synthesis
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ExoPredicator: Learning Abstract Models of Dynamic Worlds for Robot Planning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CHROMA: Consistent Harmonization of Multi-View Appearance via Bilateral Grid Prediction
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Hubble: a Model Suite to Advance the Study of LLM Memorization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Improving Text-guided CAD Prototyping via Modality-Specific Tokenization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Language-guided Open-world Video Anomaly Detection under Weak Supervision
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VideoAnchor: Reinforcing Subspace-Structured Visual Cues for Coherent Visual-Spatial Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On the Direction of RLVR Updates for LLM Reasoning: Identification and Exploitation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
OmniVinci: Enhancing Architecture and Data for Omni-Modal Understanding LLM
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HARDTESTGEN: A High-Quality RL Verifier Generation Pipeline for LLM Algorithimic Coding
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Steering Evaluation-Aware Language Models To Act Like They Are Deployed
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Identity-Free Deferral For Unseen Experts
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Neural Predictor-Corrector: Solving Homotopy Problems with Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Blog Post Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Performative Prediction made practical
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Mitigating the Curse of Detail: Scaling Arguments for Feature Learning and Sample Complexity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Distribution-Aware Multi-Granularity Phase Coding: Towards Lower Conversion Error for Spike-Driven Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Relatron: Automating Relational Machine Learning over Relational Databases
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A$^2$Search: Ambiguity-Aware Question Answering with Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Protein Structure Tokenization via Geometric Byte Pair Encoding
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On Discovering Algorithms for Adversarial Imitation Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Consistency Geodesic Bridge: Image Restoration with Pretrained Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rescue: Retrieval Augmented Secure Code Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Decision Pre-Trained Transformer is a Scalable In-Context Reinforcement Learner
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
UNIVERSAL AND EFFICIENT LOADING BALANCING FOR RL TRAINING OF LARGE MULTIMODAL MODELS
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
OmniField: Conditioned Neural Fields for Robust Multimodal Spatiotemporal Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Occupancy Reward Shaping: Improving Credit Assignment for Offline Goal-Conditioned Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Autonomous Play with Correspondence-Driven Trajectory Warping
[
Slides]
[
Poster]
[
OpenReview]
Blog Post Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Evaluating Machine Learned Inter-Atomic Potentials for a Practical Simulation Workflow
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SCI-Verifier: Scientific Verifier with Thinking
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ASSESS: A Semantic and Structural Evaluation Framework for Statement Similarity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Minimax Optimal Adversarial Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Local Linear Attention: An Optimal Interpolation of Linear and Softmax Attention For Test-Time Regression
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Maximizing Asynchronicity in Event-based Neural Networks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Interpolation-Based Conditioning of Flow Matching Models for Bioisosteric Ligand Design
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
U2-BENCH: Benchmarking Large Vision-Language Models on Ultrasound Understanding
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Revisiting Matrix Sketching in Linear Bandits: Achieving Sublinear Regret via Dyadic Block Sketching
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Permutation-Consistent Variational Encoding for Incomplete Multi-View Multi-Label Classification
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
GuidedSampling: Steering LLMs Towards Diverse Candidate Solutions at Inference-Time
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Consis-GCPO: Consistency-Preserving Group Causal Preference Optimization for Vision Customization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Pusa V1.0: Unlocking Temporal Control in Pretrained Video Diffusion Models via Vectorized Timestep Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Non-Clashing Teaching in Graphs: Algorithms, Complexity, and Bounds
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Train Once, Answer All: Many Pretraining Experiments for the Cost of One
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AttTok: Marrying Attribute Tokens with Generative Pre-trained Vision-Language Models towards Medical Image Understanding
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
GAS: Enhancing Reward-Cost Balance of Generative Model-assisted Offline Safe RL
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
STAIRS-Former: Spatio-Temporal Attention with Interleaved Recursive Structure TransFormer for Offline Mulit-task Multi-agent Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reasoning-Aligned Perception Decoupling for Scalable Multi-modal Reasoning
[
OpenReview]
Blog Post Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Where’s the Chicken? Unpacking Spatial Awareness in Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Semantic Voting: A Self-Evaluation-Free Approach for Efficient LLM Self-Improvement on Unverifiable Open-ended Tasks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Exploring Real-Time Super-Resolution: Benchmarking and Fine-Tuning for Streaming Content
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
KANO: Kolmogorov-Arnold Neural Operator
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RAR: Reversing Visual Attention Re-Sinking for Unlocking Potential in Multimodal Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Dual-Branch Representations with Dynamic Gated Fusion and Triple-Granularity Alignment for Deep Multi-View Clustering
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Uni-DPO: A Unified Paradigm for Dynamic Preference Optimization of LLMs
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Score-based Greedy Search for Structure Identification of Partially Observed Linear Causal Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Off-Trajectory Reasoning: Can LLMs Collaborate on Reasoning Trajectory?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Evolution and compression in LLMs: on the emergence of human-aligned categorization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DiffAdapt: Difficulty-Adaptive Reasoning for Token-Efficient LLM Inference
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Understanding the Shape of Representations in Protein Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Text-Aware Image Restoration with Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
3DGEER: 3D Gaussian Rendering Made Exact and Efficient for Generic Cameras
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
EasyTune: Efficient Step-Aware Fine-Tuning for Diffusion-Based Motion Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SemHiTok: A Unified Image Tokenizer via Semantic-Guided Hierarchical Codebook for Multimodal Understanding and Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Representation-Based Exploration for Language Models: From Test-Time to Post-Training
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Scaling Agents via Continual Pre-training
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Implicit bias produces neural scaling laws in learning curves, from perceptrons to deep networks
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Are Deep Speech Denoising Models Robust to Adversarial Noise?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Dr.LLM: Dynamic Layer Routing in LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Human Brain as a Dynamic Mixture of Expert Models in Video Understanding
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Late-to-Early Training: LET LLMs Learn Earlier, So Faster and Better
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
OpenPros: A Large-Scale Dataset for Limited View Prostate Ultrasound Computed Tomography
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Token-level Data Selection for Safe LLM Fine-tuning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
JailbreakLoRA: Your Downloaded LoRA from Sharing Platforms might be Unsafe
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Distractor-free Generalizable 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Discount Model Search for Quality Diversity Optimization in High-Dimensional Measure Spaces
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Toward Practical Equilibrium Propagation: Brain-inspired Recurrent Neural Network with Feedback Regulation and Residual Connections
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Federated Learning of Quantile Inference under Local Differential Privacy
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Multi-Resolution Score-Based Variational Graphical Diffusion for Causal Inference on Latent Systems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Neuron-Level Analysis of Cultural Understanding in Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On Fairness of Task Arithmetic: The Role of Task Vectors
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
How Do Medical MLLMs Fail? A Study on Visual Grounding in Medical Images
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
How Many Code and Test Cases Are Enough? Evaluating Test Cases Generation from a Binary-Matrix Perspective
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Human-MME: A Holistic Evaluation Benchmark for Human-Centric Multimodal Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SmartChunk Retrieval: Query-Aware Chunk Compression with Planning for Efficient Document RAG
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
R-WoM: Retrieval-augmented World Model For Computer-use Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Soft Equivariance Regularization for Invariant Self-Supervised Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Smooth Calibration Error: Uniform Convergence and Functional Gradient Analysis
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Neural Multi-Objective Combinatorial Optimization for Flexible Job Shop Scheduling Problems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Boosted Trees on a Diet: Compact Models for Resource-Constrained Devices
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Enhancing Trustworthiness of Fine-Tuned LLMs via Regularized Subset Selection
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WRING Out The Bias: A Rotation-Based Alternative To Projection Debiasing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DeepWeightFlow: Re-Basined Flow Matching for Generating Neural Network Weights
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Estimating Dimensionality of Neural Representations from Finite Samples
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Is This Just Fantasy? Language Model Representations Reflect Human Judgments of Event Plausibility
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WholeBodyVLA: Towards Unified Latent VLA for Whole-body Loco-manipulation Control
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Cortical Policy: A Dual-Stream View Transformer for Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
KnowProxy: Adapting Large Language Models by Knowledge-guided Proxy
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Why Adversarially Train Diffusion Models?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
To Compress or Not? Pushing the Frontier of Lossless GenAI Model Weights Compression with Exponent Concentration
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Developmental Federated Tuning: A Cognitive-Inspired Paradigm for Efficient LLM Adaptation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Data Selection for LLM Alignment Using Fine-Grained Preferences
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Alternating Diffusion for Proximal Sampling with Zeroth Order Queries
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Dataless Weight Disentanglement in Task Arithmetic via Kronecker-Factored Approximate Curvature
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CerebraGloss: Instruction-Tuning a Large Vision-Language Model for Fine-Grained Clinical EEG Interpretation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
UniEdit-Flow: Unleashing Inversion and Editing in the Era of Flow Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On the Bayes Inconsistency of Disagreement Discrepancy Surrogates
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Embodied Agents Meet Personalization: Investigating Challenges and Solutions Through the Lens of Memory Utilization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
POEMetric: The Last Stanza of Humanity
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SUSD: Structured Unsupervised Skill Discovery through State Factorization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Training Large Language Models To Reason In Parallel With Global Forking Tokens
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
When to Retrain after Drift: A Data-Only Test of Post-Drift Data Size Sufficiency
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Beyond Instance-Level Alignment: Dual-Level Optimal Transport for Audio-Text Retrieval
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Bi-directional Bias Attribution: Debiasing Large Language Models without Modifying Prompts
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Inductive Reasoning for Temporal Knowledge Graphs with Emerging Entities
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Inferring brain plasticity rule under long-term stimulation with structured recurrent dynamics
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PERSONA: Dynamic and Compositional Inference-Time Personality Control via Activation Vector Algebra
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Revisiting Confidence Calibration for Misclassification Detection in VLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Healthcare Insurance Fraud Detection via Continual Fiedler Vector Graph Model
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VTool-R1: VLMs Learn to Think with Images via Reinforcement Learning on Multimodal Tool Use
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning from Algorithm Feedback: One-Shot SAT Solver Guidance with GNNs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Pay Less Attention to Function Words for Free Robustness of Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Model
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Text2Grad: Reinforcement Learning from Natural Language Feedback
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
From Curiosity to Caution: Mitigating Reward Hacking for Best-of-$N$ with Pessimism
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WFR-FM: Simulation-Free Dynamic Unbalanced Optimal Transport
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Visual Jigsaw Post-Training Improves MLLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning on a Razor’s Edge: Identifiability and Singularity of Polynomial Neural Networks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Interpretable Visual Decoding with Attention to Brain Representations
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
When to use Graphs in RAG: A Comprehensive Analysis for Graph Retrieval-Augmented Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Concept-based Adversarial Attack: a Probabilistic Perspective
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Frozen Priors, Fluid Forecasts: Prequential Uncertainty for Low-Data Deployment with Pretrained Generative Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
OpenApps: Simulating Environment Variations to Measure UI Agent Reliability
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FinSearchComp: Towards a Realistic, Expert-Level Evaluation of Financial Search and Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DiffuCoder: Understanding and Improving Masked Diffusion Models for Code Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reinforcement Learning for Machine Learning Engineering Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Causal Interpretation of Neural Network Computations with Contribution Decomposition (CODEC)
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Progressive Online Video Understanding with Evidence-Aligned Timing and Transparent Decisions
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PERSISTENCE SPHERES: BI-CONTINUOUS REPRESENTATIONS OF PERSISTENCE DIAGRAMS.
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LLaVA-FA: Learning Fourier Approximation for Compressing Large Multimodal Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Temperature as a Meta-Policy: Adaptive Temperature in LLM Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Geometry and Topology of Circuits: the Manifolds of Modular Addition
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Limits of Inference Scaling Through Resampling
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
BWCache: Accelerating Video Diffusion Transformers through Block-Wise Caching
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
JALMBench: Benchmarking Jailbreak Vulnerabilities in Audio Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Better Branching Policies: Leveraging the Sequential Nature of Branch-and-Bound Tree
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Generation then Reconstruction: Accelerating Masked Autoregressive Models via Two-Stage Sampling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Diversity-Aware Online Prompt Assignment to Generative Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Differentiable Model Predictive Control on the GPU
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Sparling: End-to-End Spatial Concept Learning via Extremely Sparse Activations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
In-Context Watermarks for Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rejuvenating Cross-Entropy Loss in Knowledge Distillation for Recommender Systems
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Text-Mask Consistency in Medical Image Segmentation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CyberGym: Evaluating AI Agents' Real-World Cybersecurity Capabilities at Scale
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Glance for Context: Learning When to Leverage LLMs for Node-Aware GNN-LLM Fusion
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reducing Semantic Mismatch in Brain-to-Text Decoding Through Personalized Multimodal Masking
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Distilled Pretraining: A modern lens of Data, In-Context Learning and Test-Time Scaling
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
C-Evolve: Consensus-based Evolution for Prompt Groups
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PepTri: Tri-Guided All-Atom Diffusion for Peptide Design via Physics, Evolution, and Mutual Information
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Not-a-Bandit: Provably No-Regret Drafter Selection in Speculative Decoding for LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Near-Optimal Sample Complexity Bounds for Constrained Average-Reward MDPs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DevOps-Gym: Benchmarking AI Agents in Software DevOps Cycle
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Real-World Routing with Neural Combinatorial Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning From the Past with Cascading Eligibility Traces
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Parameterized Hardness of Zonotope Containment and Neural Network Verification
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Bandit Learning in Matching Markets Robust to Adversarial Corruptions
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Difficulty–Diversity Collaborative Filtering for Data-Efficient LLM Fine-Tuning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Hierarchical Multi-Stage Recovery Framework for Kronecker Compressed Sensing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Articulation in Motion: Prior-free Part Mobility Analysis for Articulated Objects By Dynamic-Static Disentanglement
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CounselBench: A Large-Scale Expert Evaluation and Adversarial Benchmarking of Large Language Models in Mental Health Question Answering
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
COSMOS: A Hybrid Adaptive Optimizer for Efficient Training of Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Online Learning and Equilibrium Computation with Ranking Feedback
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Differentially Private Equilibrium Finding in Polymatrix Games
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Efficient Morphology–Control Co-Design via Stackelberg PPO under Non-Differentiable Leader–Follower Interfaces
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Boosting for Predictive Sufficiency
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Musculoskeletal simulation of limb movement biomechanics in Drosophila melanogaster
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Mixture of Contexts for Long Video Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SwiftTS: A Swift Selection Framework for Time Series Pre-trained Models via Multi-task Meta-Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TrainRef: Curating Data with Label Distribution and Minimal Reference for Accurate Prediction and Reliable Confidence
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
When Agents “Misremember” Collectively: Exploring the Mandela Effect in LLM-based Multi-Agent Systems
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reasoning Boosts Opinion Alignment in LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MCP-Bench: Benchmarking Tool-Using LLM Agents with Complex Real-World Tasks via MCP Servers
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Covariate-Guided Clusterwise Linear Regression for Generalization to Unseen Data
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Disentangled representation learning through unsupervised symmetry group discovery
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VIRTUE: Visual-Interactive Text-Image Universal Embedder
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Guided Query Refinement: Multimodal Hybrid Retrieval with Test-Time Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Event-T2M: Event-level Conditioning for Complex Text-to-Motion Synthesis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AutoEP: LLMs-Driven Automation of Hyperparameter Evolution for Metaheuristic Algorithms
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Low-Latency Neural LiDAR Compression with 2D Context Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
New Hybrid Fine-Tuning Paradigm for LLMs: Algorithm Design and Convergence Analysis Framework
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Gradient-Sign Masking for Task Vector Transport Across Pre-Trained Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture Understanding
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Efficient Degradation-agnostic Image Restoration via Channel-Wise Functional Decomposition and Manifold Regularization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
UniF$^2$ace: A $\underline{Uni}$fied $\underline{F}$ine-grained $\underline{Face}$ Understanding and Generation Model
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning an Image Editing Model without Image Editing Pairs
[
OpenReview]
Blog Post Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
dLLM - Rethinking Generation Beyond Autoregressive Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WebSeer: Training Deeper Search Agents through Reinforcement Learning with Self-Reflection
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Neural Graduated Assignment for Maximum Common Edge Subgraphs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning to Segment for Vehicle Routing Problems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Neural Compression of 3D Meshes using Sparse Implicit Representation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Unmute the Patch Tokens: Rethinking Probing in Multi-Label Audio Classification
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SAIL: Self-Amplified Iterative Learning for Diffusion Model Alignment with Minimal Human Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards a Universally Transferable Acceleration Method for Density Functional Theory
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Best-of-Infinity: Asymptotic Performance of Test-Time Compute
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Geometry of Reasoning: Flowing Logics in Representation Space
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Fair Conformal Classification via Learning Representation-Based Groups
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Cross-Domain Policy Optimization via Bellman Consistency and Hybrid Critics
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Samples Are Not Equal: A Sample Selection Approach for Deep Clustering
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ReSplat: Degradation-agnostic Feed-forward Gaussian Splatting via Self-guided Residual Diffusion
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Test-Time Alignment for Large Language Models via Textual Model Predictive Control
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Independence Test for Linear Non-Gaussian Data and Applications in Causal Discovery
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Improving Feasibility via Fast Autoencoder-Based Projections
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CFO: Learning Continuous-Time PDE Dynamics via Flow-Matched Neural Operators
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
NIMO: a Nonlinear Interpretable MOdel
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Flattery, Fluff, and Fog: Diagnosing and Mitigating Idiosyncratic Biases in Preference Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TEMPFLOW-GRPO: WHEN TIMING MATTERS FOR GRPO IN FLOW MODELS
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Real-Time Robot Execution with Masked Action Chunking
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Enhancing Persona Following at Decoding Time via Dynamic Importance Estimation for Role-Playing Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Automated Stateful Specialization for Adaptive Agent Systems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Systematic Biosafety Evaluation of DNA Language Models under Jailbreak Attacks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Chunking the Critic: A Transformer-based Soft Actor-Critic with N-Step Returns
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Flow-Based Single-Step Completion for Efficient and Expressive Policy Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Transitive RL: Value Learning via Divide and Conquer
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Communication-Efficient Decentralized Optimization via Double-Communication Symmetric ADMM
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
UltraMemV2: Memory Networks Scaling to 120B Parameters with Superior Long-Context Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Beyond Frequency: Scoring-Driven Debiasing for Object Detection via Blueprint-Prompted Image Synthesis
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ARES: Multimodal Adaptive Reasoning via Difficulty-Aware Token-Level Entropy Shaping
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Revisiting [CLS] and Patch Token Interaction in Vision Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
StructEval: Benchmarking LLMs' Capabilities to Generate Structural Outputs
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AssoMem: Scalable Memory QA with Multi-Signal Associative Retrieval
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FALCON: Few-step Accurate Likelihoods for Continuous Flows
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A$^2$FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Improving LLM Alignment with References
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Seesaw: Accelerating Training by Balancing Batch Size and Learning Rate Scheduling
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On the Predictive Power of Representation Dispersion in Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
R2-Dreamer: Redundancy-Reduced World Models without Decoders or Augmentation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TriQDef: Disrupting Semantic and Gradient Alignment to Prevent Adversarial Patch Transferability in Quantized Neural Networks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Sharpness-Aware Minimization in Logit Space Efficiently Enhances Direct Preference Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VER: Vision Expert Transformer for Robot Learning via Foundation Distillation and Dynamic Routing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Cartridges: Lightweight and general-purpose long context representations via self-study
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Smarter Not Harder: Generative Process Evaluation with Intrinsic-Signal Driving and Ability‑Adaptive Reward Shaping
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HGNet: Scalable Foundation Model for Automated Knowledge Graph Generation from Scientific Literature
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Contact Wasserstein Geodesics for Non-Conservative Schrödinger Bridges
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
xRFM: Accurate, scalable, and interpretable feature learning models for tabular data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Temporal Slowness in Central Vision Drives Semantic Object Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Extending the Context of Pretrained LLMs by Dropping Their Positional Embedding
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Human-AI Curation Synergy: Scaling Preference Data Curation via Human-Guided AI Feedback
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Efficient Agent Training for Computer Use
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FZOO: Fast Zeroth-Order Optimizer for Fine‑Tuning Large Language Models towards Adam‑Scale Speed
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ProfBench: Multi-Domain Rubrics requiring Professional Knowledge to Answer and Judge
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Merge before Forget: A Single LoRA Continual Learning via Continual Merging
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Quartet of Diffusions: Structure-Aware Point Cloud Generation through Part and Symmetry Guidance
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learnable Fractional Superlets with a Spectro-Temporal Emotion Encoder for Speech Emotion Recognition
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rolling Forcing: Autoregressive Long Video Diffusion in Real Time
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Weak Correlations as the Underlying Principle for Linearization of Gradient-Based Learning Systems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TEDM: Time Series Forecasting with Elucidated Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ALM-MTA: Front-Door Causal Multi-Touch Attribution Method for Creator-Ecosystem Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A foundation model with multi-variate parallel attention to generate neuronal activity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Stackelberg Learning from Human Feedback: Preference Optimization as a Sequential Game
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ProxyThinker: Test-Time Guidance through Small Visual Reasoners
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SPARTA: Scalable and Principled Benchmark of Tree-Structured Multi-hop QA over Text and Tables
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
3D RNA Inverse Design with Reinforcement Learning-Guided Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HiPO: Self-Hint Policy Optimization for RLVR
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DRAGON: Guard LLM Unlearning in Context via Negative Detection and Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
EffiVMT: Video Motion Transfer via Efficient Spatial-Temporal Decoupled Finetuning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Nesterov Finds GRAAL: Optimal and Adaptive Gradient Method for Convex Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PICABench: How Far are We from Physical Realistic Image Editing?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
R1-Code-Interpreter: LLMs Reason with Code via Supervised and Multi-stage Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VLMgineer: Vision-Language Models as Robotic Toolsmiths
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Convergence of Muon with Newton-Schulz
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SpecBranch: Speculative Decoding via Hybrid Drafting and Rollback-Aware Branch Parallelism
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Trust but Verify: Adaptive Conditioning for Reference-Based Diffusion Super-Resolution via Implicit Reference Correlation Modeling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Adaptive Conformal Prediction via Mixture-of-Experts Gating Similarity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Trapped by simplicity: When Transformers fail to learn from noisy features
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Efficient, Adaptive, and Unified Reinforcement Mid-Training
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Probabilistic Kernel Function for Fast Angle Testing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Discrete Bayesian Sample Inference for Graph Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Explainable Mixture Models through Differentiable Rule Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
GOOD: Geometry-guided Out-of-Distribution Modeling for Open-set Test-time Adaptation in Point Cloud Semantic Segmentation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Disco: Densely-overlapping Cell Instance Segmentation via Adjacency-aware Collaborative Coloring
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
EventFlash: Towards Efficient MLLMs for Event-Based Vision
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Mathesis: Towards Formal Theorem Proving from Natural Languages
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Taming Polysemanticity in LLMs: Theory-Grounded Feature Recovery via Sparse Autoencoders
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Naming to Learn: Class Incremental Learning for Vision-Language Model with Unlabeled Data
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Flipping the Dialogue: Training and Evaluating User Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Unveiling the Mechanism of Continuous Representation Full-Waveform Inversion: A Wave Based Neural Tangent Kernel Framework
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Entropy-Guided Dynamic Tokens for Graph-LLM Alignment in Molecular Understanding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Quadratic Direct Forecast for Training Multi-Step Time-Series Forecast Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Concept-TRAK: Understanding how diffusion models learn concepts through concept attribution
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Can LLMs Move Beyond Short Exchanges to Realistic Therapy Conversations?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HUMOF: Human Motion Forecasting in Interactive Social Scenes
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Generalised Flow Maps for Few-Step Generative Modelling on Riemannian Manifolds
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning Semi-Structured Sparsity for LLMs via Shared and Context-Aware Hypernetwork
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Polychromic Objectives for Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Align to Misalign: Automatic LLM Jailbreak with Meta-Optimized LLM Judges
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Natural Language PDDL (NL-PDDL) for Open-world Goal-oriented Commonsense Regression Planning in Embodied AI
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DAVE: A VLM Vision Encoder for Document Understanding and Web Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Ice Cream Doesn’t Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Robust Decision-Making with Partially Calibrated Forecasters
[
OpenReview]
Blog Post Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Heuristic-Based Ideation for Guiding LLMs Toward Structured Creativity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HOTA: Hamiltonian framework for Optimal Transport Advection
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
What Matters for Batch Online Reinforcement Learning in Robotics?
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
COLD-Steer: Steering Large Language Models via In-Context One-step Learning Dynamics
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MEGS^{2}: Memory-Efficient Gaussian Splatting via Spherical Gaussians and Unified Pruning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Trained on Tokens, Calibrated on Concepts: The Emergence of Semantic Calibration in LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Disrupting Hierarchical Reasoning: Adversarial Protection for Geographic Privacy in Multimodal Reasoning Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Transferable and Stealthy Adversarial Attacks on Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Efficient Testing for Correlation Clustering: Improved Algorithms and Optimal Bounds
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Spectrum Tuning: Post-Training for Distributional Coverage and In-Context Steerability
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CoDA: Agentic Systems for Collaborative Data Visualization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Nasty Adversarial Training: A Probability Sparsity Perspective for Robustness Enhancement
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
OpenEstimate: Evaluating LLMs on Probabilistic Estimation with Real-World Data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Near-Optimal Second-Order Guarantees for Model-Based Adversarial Imitation Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
EditReward: A Human-Aligned Reward Model for Instruction-Guided Image Editing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Persona Features Control Emergent Misalignment
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning to Reason over Continuous Tokens with Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On the Alignment Between Supervised and Self-Supervised Contrastive Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Uni-NTFM: A Unified Foundation Model for EEG Signal Representation Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Object-Centric Refinement for Enhanced Zero-Shot Segmentation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Patching Gaps In LLM Reasoning With Interventional Training
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Cognitive Process-Inspired Architecture for Subject-Agnostic Brain Visual Decoding
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Skirting Additive Error Lower Bounds for Private Turnstile Streams
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On the Interpolation Effect of Score Smoothing in Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Fair Policy Aggregation from Standard Policy Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Revisit of Active Sequential Prediction-Powered Mean Estimation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LINGOLY-TOO: Disentangling Reasoning from Knowledge with Templatised Orthographic Obfuscation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Latent Veracity Inference for Identifying Errors in Stepwise Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PolySHAP: Extending KernelSHAP with Interaction-Informed Polynomial Regression
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Align Once, Benefit Multilingually: Enforcing Multilingual Consistency for LLM Safety Alignment
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Trade in Minutes! Rationality-Driven Agentic System for Quantitative Financial Trading
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
UltraGauss: Ultrafast Gaussian Reconstruction of 3D Ultrasound Volumes
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Human Uncertainty-Aware Data Selection and Automatic Labeling in Visual Question Answering
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Consistent Noisy Latent Rewards for Trajectory Preference Optimization in Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Confident and Adaptive Generative Speech Recognition via Conformal Risk Control
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Quantum machine learning advantages beyond hardness of evaluation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Achieving Approximate Symmetry Is Exponentially Easier than Exact Symmetry
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Automating the Refinement of Reinforcement Learning Specifications
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HiddenEcho: Mitigating Noise Amplification in Differentially Private LLMs with Hidden-State Correction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FS-KAN: Permutation Equivariant Kolmogorov-Arnold Networks via Function Sharing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Robust Fine-tuning of Vision-Language-Action Robot Policies via Parameter Merging
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Empowering LLM Tool Invocation with Tool-call Reward Model
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LongLive: Real-time Interactive Long Video Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Let's (not) just put things in Context: Test-time Training for Long-context LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Unveiling Super Experts in Mixture-of-Experts Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Abstracting Robot Manipulation Skills via Mixture-of-Experts Diffusion Policies
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DCFold: Efficient Protein Structure Generation with Single Forward Pass
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Jailbreak Transferability Emerges from Shared Representations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Structural Inference: Interpreting Small Language Models with Susceptibilities
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On Robustness of Vision-Language-Action Model against Multi-Modal Perturbations
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Implicit Bias of Per-sample Adam on Separable Data: Departure from the Full-batch Regime
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Structured Flow Autoencoders: Learning Structured Probabilistic Representations with Flow Matching
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Bilinear relational structure fixes reversal curse and enables consistent model editing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning to Adapt: In-Context Learning Beyond Stationarity
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
An Optimal Diffusion Approach to Quadratic Rate-Distortion Problems: New Solution and Approximation Methods
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Relative Entropy Pathwise Policy Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
All-day Multi-scenes Lifelong Vision-and-Language Navigation with Tucker Adaptation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Breaking the Correlation Plateau: On the Optimization and Capacity Limits of Attention-Based Regressors
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Catching the Details: Self-Distilled RoI Predictors for Fine-Grained MLLM Perception
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Moving Beyond Medical Exams: A Clinician-Annotated Fairness Dataset of Real-World Tasks and Ambiguity in Mental Healthcare
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
From EduVisBench to EduVisAgent: A Benchmark and Multi-Agent Framework for Reasoning-Driven Pedagogical Visualization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Constantly Improving Image Models Need Constantly Improving Benchmarks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
StoryAlign: Evaluating and Training Reward Models for Story Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning Domain-Aware Task Prompt Representations for Multi-Domain All-in-One Image Restoration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Riemannian Federated Learning via Averaging Gradient Streams
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Uncertainty-driven Embedding Convolution
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rethinking Continual Learning with Progressive Neural Collapse
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Lattice Geometry of Neural Network Quantization: A Short Equivalence Proof of GPTQ and Babai's algorithm
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Flow-based Conformal Prediction for Multi-dimensional Time Series
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SPREAD: Sampling-based Pareto front Refinement via Efficient Adaptive Diffusion
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Frequency-Domain Better than Time-Domain for Causal Structure Recovery in Dynamical Systems on Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Universal Multi-Domain Translation via Diffusion Routers
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Retro*: Optimizing LLMs for Reasoning-Intensive Document Retrieval
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PTNET: A PROPOSAL-CENTRIC TRANSFORMER NET- WORK FOR 3D OBJECT DETECTION
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning From Dictionary: Enhancing Robustness of Machine-Generated Text Detection in Zero-Shot Language via Adversarial Training
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AMemGym: Interactive Memory Benchmarking for Assistants in Long-Horizon Conversations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Subquadratic Algorithms and Hardness for Attention with Any Temperature
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
How to Lose Inherent Counterfactuality in Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Arbitrary Generative Video Interpolation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Enhancing Multivariate Time Series Forecasting with Global Temporal Retrieval
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Benchmarking Overton Pluralism in LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Learned Optimization Free Lunch
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Setting up for failure: automatic discovery of the neural mechanisms of cognitive errors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RATE-DISTORTION OPTIMIZED COMMUNICATION FOR COLLABORATIVE PERCEPTION
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Sparsity Forcing: Reinforcing Token Sparsity of MLLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Pyramid Patchification Flow for Visual Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AutoLibra: Agent Metric Induction from Open-Ended Human Feedback
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Activation Steering with a Feedback Controller
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Forget Forgetting: Continual Learning in a World of Abundant Memory
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Achieving low-bit Muon through subspace preservation and grid quantization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TrimR: Verifier-based Training-Free Thinking Trimming for Efficient Test-Time Scaling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CONCUR: A Framework for Continual Constrained and Unconstrained Routing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
One Skill, Many Websites: Learning Generalizable Skills Through Polymorphic Abstraction
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Your Language Model Secretly Contains Personality Subnetworks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
KnowGuard: Knowledge-Driven Abstention for Multi-Round Clinical Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Draft-based Approximate Inference for LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Hyper-SET: Designing Transformers via Hyperspherical Energy Minimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Align-Then-stEer: Adapting the Vision-Language Action Models through Unified Latent Guidance
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Structured Reasoning for LLMs: A Unified Framework for Efficiency and Explainability
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Noisy-Pair Robust Representation Alignment for Positive-Unlabeled Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Accelerating Materials Design via LLM-Guided Evolutionary Search
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LiteGuard: Efficient Task-Agnostic Model Fingerprinting with Enhanced Generalization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A universal compression theory: Lottery ticket hypothesis and superpolynomial scaling laws
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
What Layers When: Learning to Skip Compute in LLMs with Residual Gates
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Self-Predictive Representations for Combinatorial Generalization in Behavioral Cloning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TrustJudge: Inconsistencies of LLM-as-a-Judge and How to Alleviate Them
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HBO: Hierarchical Balancing Optimization for Fine-Tuning Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Command-V: Training-Free Representation Finetuning Transfer
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Fine-R1: Make Multi-modal LLMs Excel in Fine-Grained Visual Recognition by Chain-of-Thought Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Capturing Visual Environment Structure Correlates with Control Performance
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Search Self-Play: Pushing the Frontier of Agent Capability without Supervision
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Sharp KL-Convergence Analysis for Diffusion Models under Minimal Assumptions
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Demystifying Emergent Exploration in Goal-Conditioned RL
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
THE SELF-RE-WATERMARKING TRAP: FROM EXPLOIT TO RESILIENCE
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Flow Matching with Injected Noise for Offline-to-Online Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Advancing End-to-End Pixel-Space Generative Modeling via Self-Supervised Pre-Training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Code Driven Planning with Domain-Adaptive Selector
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Scaling Multi-Task Bayesian Optimization with Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CooperTrim: Adaptive Data Selection for Uncertainty-Aware Cooperative Perception
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Lean Finder: Semantic Search for Mathlib That Understands User Intents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
RoboOmni: Proactive Robot Manipulation in Omni-modal Context
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Distributional Consistency Loss: Beyond Pointwise Data Terms in Inverse Problems
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Enhanced Continual Learning of Vision-Language Models with Model Fusion
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Bridging Successor Measure and Online Policy Learning with Flow Matching-Based Representations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learn More with Less: Uncertainty Consistency Guided Query Selection for RLVR
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
StochasTok: Improving Fine-Grained Subword Understanding in LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Test-Time Scaling with Reflective Generative Model
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Behavioral Embeddings of Programs: A Quasi-Dynamic Approach for Optimization Prediction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Shuffle-R1: Efficient RL framework for Multimodal Large Language Models via Data-centric Dynamic Shuffle
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Panda: A pretrained forecast model for chaotic dynamics
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
The Gaussian-Head OFL Family: One-Shot Federated Learning from Client Global Statistics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Sem-MoE: Semantic-aware Model-Data Collaborative Scheduling for Efficient MoE Inference
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ChainMPQ: Interleaved Text-Image Reasoning Chains for Mitigating Relation Hallucinations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
KnowledgeSmith: Uncovering Knowledge Updating in LLMs with Model Editing and Unlearning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SRFT: A Single-Stage Method with Supervised and Reinforcement Fine-Tuning for Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Bayesian Ensemble for Sequential Decision-Making
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Visual Autoregressive Modeling for Instruction-Guided Image Editing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Conformalized Survival Counterfactuals Prediction for General Right-Censored Data
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
How Dark Patterns Manipulate Web Agents
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PICS: Pairwise Image Compositing with Spatial Interactions
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Bringing Stability to Diffusion: Decomposing and Reducing Variance of Training Masked Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
What Exactly Does Guidance Do in Masked Discrete Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FACET: A Fragment-Aware Conformer Ensemble Transformer
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FlowBind: Efficient Any-to-Any Generation with Bidirectional Flows
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VeriCoT: Neuro-symbolic Chain-of-Thought Validation via Logical Consistency Checks
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LayerSync: Self-aligning Intermediate Layers
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Language Model Planning from an Information Theoretic Perspective
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Repurposing Foundation Model for Generalizable Medical Time Series Classification
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Graph homophily booster: Rethinking the role of discrete features on heterophilic graphs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Softmax is not Enough (for Adaptive Conformal Classification)
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DriveVLA-W0: World Models Amplify Data Scaling Law in Autonomous Driving
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Scene is Worth a Thousand Features: Feed-Forward Camera Localization from a Collection of Image Features
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SurvHTE-Bench: A Benchmark for Heterogeneous Treatment Effect Estimation in Survival Analysis
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Fed-Duet: Dual Expert-Orchestrated Framework for Continual Federated Vision-Language Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Discovering Diverse Behaviors via Temporal Contrastive Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Residual Feature Integration is Sufficient to Prevent Negative Transfer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Disentangling Length Bias in Preference Learning via Response-Conditioned Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Flow Expansion via Verifier-Constrained Noised State Space Exploration
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Adaptive Augmentation-Aware Latent Learning for Robust LiDAR Semantic Segmentation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Task Vectors, Learned Not Extracted: Performance Gains and Mechanistic Insights
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Random Anchors with Low-rank Decorrelated Learning: A Minimalist Pipeline for Class-Incremental Medical Image Classification
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Bridging the Gap Between Promise and Performance for FP4 Quantization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CLIP-FMoE: Scalable CLIP via Fused Mixture-of-Experts with Enforced Specialization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Conformal Robustness Control: A New Strategy for Robust Decision
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Complexity- and Statistics-Guided Anomaly Detection in Time Series Foundation Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DRIFT-Net: A Spectral-Coupled Neural Operator for PDEs Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
HEIST: A Graph Foundation Model for Spatial Transcriptomics and Proteomics Data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Geometric Autoencoder Priors for Bayesian Inversion: Learn First Observe Later
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Pitfalls in Evaluating Language Model Forecasters
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
EgoWorld: Translating Exocentric View to Egocentric View using Rich Exocentric Observations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Death of the Novel(ty): Beyond N-Gram Novelty as a Metric for Textual Creativity
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
What Scales in Cross-Entropy Scaling Law?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Explaining Grokking and Information Bottleneck through Neural Collapse Emergence
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MiSS: Revisiting the Trade-off in LoRA with an Efficient Shard-Sharing Structure
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning of Population Dynamics: Inverse Optimization Meets JKO Scheme
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SplitLoRA: Balancing Stability and Plasticity in Continual Learning Through Gradient Space Splitting
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
KV-Cache Transform Coding for Compact Storage in LLM Inference
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Can Large Language Models Match the Conclusions of Systematic Reviews?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Efficient Learning on Large Graphs using a Densifying Regularity Lemma
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LongRLVR: Long-Context Reinforcement Learning Requires Verifiable Context Rewards
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rethinking Model Calibration through Spectral Entropy Regularization in Medical Image Segmentation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
TD-JEPA: Latent-predictive Representations for Zero-Shot Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Human-LLM Collaborative Feature Engineering for Tabular Data
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Spatial Reasoning with Vision-Language Models in Ego-Centric Multi-View Scenes
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
OPRIDE: Efficient Offline Preference-based Reinforcement Learning via In-Dataset Exploration
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
AttriCtrl: A Generalizable Framework for Controlling Semantic Attribute Intensity in Diffusion Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Optimistic Task Inference for Behavior Foundation Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Robustify Spiking Neural Networks via Dominant Singular Deflation under Heterogeneous Training Vulnerability
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
OWL : Geometry-Aware Spatial Reasoning for Audio Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Qronos: Correcting the Past by Shaping the Future... in Post-Training Quantization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Q-Learning with Fine-Grained Gap-Dependent Regret
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MetaCaptioner: Towards Generalist Visual Captioning with Open-source Suites
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DistillKac: Few-Step Image Generation via Damped Wave Equations
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Benchmarking LLM Tool-Use in the Wild
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On the Expressive Power of GNNs for Boolean Satisfiability
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rewarding Doubt: A Reinforcement Learning Approach to Calibrated Confidence Expression of Large Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Accessible, Realistic, and Fair Evaluation of Positive-Unlabeled Learning Algorithms
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PMI: Flow-Based Inversion Correction via Proximal Operator
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Redirection for Erasing Memory (REM): Towards a universal unlearning method for corrupted data
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Composition of Memory Experts for Diffusion World Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DreamCS: Geometry-Aware Text-to-3D Generation with Unpaired 3D Reward Supervision
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Statistical Guarantees for Offline Domain Randomization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
A Brain Graph Foundation Model: Pre-Training and Prompt-Tuning across Broad Atlases and Disorders
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Multi-Bellman operator for convergence of Q-learning with linear function approximation
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MCbiF: Measuring Topological Autocorrelation in Multiscale Clusterings via 2-Parameter Persistent Homology
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Unmasking Backdoors: An Explainable Defense via Gradient-Attention Anomaly Scoring for Pre-trained Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Autoregressive-based Progressive Coding for Ultra-Low Bitrate Image Compression
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Reward Models Inherit Value Biases from Pretraining
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Scaling Laws and Symmetry, Evidence from Neural Force Fields
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Dyna-Mind: Learning to Simulate from Experience for Better AI Agents
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Making Slow Thinking Faster: Compressing LLM Chain-of-Thought via Step Entropy
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
LLM DNA: Tracing Model Evolution via Functional Representations
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FERD: Fairness-Enhanced Data-Free Adversarial Robustness Distillation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Signal in the Noise: Polysemantic Interference Transfers and Predicts Cross-Model Influence
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Dataset Distillation for Memorized Data: Soft Labels can Leak Held-Out Teacher Knowledge
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Toward Safer Diffusion Language Models: Discovery and Mitigation of Priming Vulnerability
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PHyCLIP: $\ell_1$-Product of Hyperbolic Factors Unifies Hierarchy and Compositionality in Vision-Language Representation Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Adaptive Collaboration with Humans: Metacognitive Policy Optimization for Multi-Agent LLMs with Continual Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Improved Sentence Representations using Token Graphs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Risk Phase Transitions in Spiked Regression: Alignment Driven Benign and Catastrophic Overfitting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Bridging the Gap between Large-Scale Pretraining and Efficient Finetuning for Humanoid Control
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Temporally Detailed Hypergraph Neural ODE for Type 2 Diabetes Progression Modeling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Hallucination Reduction with CASAL: Contrastive Activation Steering for Amortized Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Cross-Embodiment Offline Reinforcement Learning for Heterogeneous Robot Datasets
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
NatADiff: Adversarial Boundary Guidance for Natural Adversarial Diffusion
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Talking Points: Describing and Localizing Pixels
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Safe Continuous-time Multi-Agent Reinforcement Learning via Epigraph Form
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
EAMET: ROBUST MASSIVE MODEL EDITING VIA EMBEDDING ALIGNMENT OPTIMIZATION
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Ego-Foresight: Self-supervised Learning of Agent-Aware Representations for Improved RL
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Latent Concept Disentanglement in Transformer-based Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
W-EDIT: A Wavelet-Based Frequency-Aware Framework for Text-Driven Image Editing
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FoNE: Precise Single-Token Number Embeddings via Fourier Features
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FastAvatar: Towards Unified and Fast 3D Avatar Reconstruction with Large Gaussian Reconstruction Transformers
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
GenCP: Towards Generative Modeling Paradigm of Coupled physics with Application to Fluid-Structure Interaction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FrameThinker: Learning to Think with Long Videos via Multi-Turn Frame Spotlighting
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Beyond Uniformity: Regularizing Implicit Neural Representations through a Lipschitz Lens
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
StreamSplat: Towards Online Dynamic 3D Reconstruction from Uncalibrated Video Streams
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Decentralized Nonconvex Optimization under Heavy-Tailed Noise: Normalization and Optimal Convergence
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
NePTune: A Neuro-Pythonic Framework for Tunable Compositional Reasoning on Vision-Language
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Token Hidden Reward: Steering Exploration-Exploitation in Group Relative Deep Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Towards Efficient Constraint Handling in Neural Solvers for Routing Problems
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
On the Impact of the Utility in Semivalue-based Data Valuation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Steering Embedding Models with Geometric Rotation: Mapping Semantic Relationships Across Languages and Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Spherical Watermark: Encryption-Free, Lossless Watermarking for Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Grounding Generative Planners in Verifiable Logic: A Hybrid Architecture for Trustworthy Embodied AI
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
DNOD: Deformable Neural Operators for Object Detection in SAR Images
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
NLI : Non-uniform Linear Interpolation Approximation of Nonlinear Operations for Efficient LLMs Inference
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Choices Speak Louder than Questions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Tackling Time-Series Forecasting Generalization via Mitigating Concept Drift
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ARROW: An Adaptive Rollout and Routing Method for Global Weather Forecasting
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Comparing the learning dynamics of in-context learning and fine-tuning in language models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
ThinkOmni: Lifting Textual Reasoning to Omni-modal Scenarios via Guidance Decoding
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
FantasyWorld: Geometry-Consistent World Modeling via Unified Video and 3D Prediction
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Zephyrus: An Agentic Framework for Weather Science
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Differential Fine-Tuning Large Language Models Towards Better Diverse Reasoning Abilities
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Variational Deep Learning via Implicit Regularization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Emergent Coordination in Multi-Agent Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CogMoE: Signal-Quality–Guided Multimodal MoE for Cognitive Load Prediction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Outrageously Large Context Windows via RACE Attention -- A Family of Non-Linear Attention that can be calculated in Strictly Linear-Time
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Faster Gradient Methods for Highly-smooth Stochastic Bilevel Optimization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
WIMLE: Uncertainty‑Aware World Models with IMLE for Sample‑Efficient Continuous Control
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Scaling Atomistic Protein Binder Design with Generative Pretraining and Test-Time Compute
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
SAFETY-GUIDED FLOW (SGF): A UNIFIED FRAMEWORK FOR NEGATIVE GUIDANCE IN SAFE GENERATION
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Efficient Regression-based Training of Normalizing Flows for Boltzmann Generators
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MoAlign: Motion-Centric Representation Alignment for Video Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
VL-JEPA: Joint Embedding Predictive Architecture for Vision-language
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Self-Improving Vision-Language-Action Models with Data Generation via Residual RL
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Deep Latent Variable Model based Vertical Federated Learning with Flexible Alignment and Labeling Scenarios
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
PRISMM-Bench: A Benchmark of Peer-Review Grounded Multimodal Inconsistencies
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Massive Editing for Large Language Models Based on Dynamic Weight Generation
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Identifying Robust Neural Pathways: Few-Shot Adversarial Mask Tuning for Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Feed-forward Human Performance Capture via Progressive Canonical Space Updates
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
MuonBP: Faster Muon via Block-Periodic Orthogonalization
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Diffusion-DFL: Decision-focused Diffusion Models for Stochastic Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Online Black-Box Prompt Optimization with Regret Guarantees under Noisy Feedback
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
CoT Vectors: Transferring and Probing the Reasoning Mechanisms of LLMs
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Rewriting Pre-Training Data Boosts LLM Performance in Math and Code
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Hierarchical Concept-based Interpretable Models
[
OpenReview]
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Generalized Compressed Sensing for Image Reconstruction with Diffusion Probabilistic Models
Poster
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Keep the Best, Forget the Rest: Reliable Alignment with Order-Aware Preference Optimization
[
Slides]
[
Poster]
[
OpenReview]
Oral Session
Sat Apr 25 06:30 AM -- 08:00 AM (PDT) None
Oral Session 5A
Oral Session
Sat Apr 25 06:30 AM -- 08:00 AM (PDT) None
Oral Session 5B
Oral Session
Sat Apr 25 06:30 AM -- 08:00 AM (PDT) None
Oral Session 5C
Oral Session
Sat Apr 25 06:30 AM -- 08:00 AM (PDT) None
Oral Session 5D
Oral Session
Sat Apr 25 06:30 AM -- 08:00 AM (PDT) None
Oral Session 5E
Oral Session
Sat Apr 25 06:30 AM -- 08:00 AM (PDT) None
Oral Session 5F
Poster Session
Sat Apr 25 06:30 AM -- 09:00 AM (PDT) None
Poster Session 5
Oral
Sat Apr 25 06:42 AM -- 06:52 AM (PDT) None
A Scalable Distributed Framework for Multimodal GigaVoxel Image Registration
[
OpenReview]
Oral
Sat Apr 25 06:42 AM -- 06:52 AM (PDT) None
On the Reasoning Abilities of Masked Diffusion Language Models
[
OpenReview]
Oral
Sat Apr 25 06:42 AM -- 06:52 AM (PDT) None
WAFT: Warping-Alone Field Transforms for Optical Flow
[
OpenReview]
Oral
Sat Apr 25 06:42 AM -- 06:52 AM (PDT) None
Characterizing the Discrete Geometry of ReLU Networks
[
OpenReview]
Oral
Sat Apr 25 06:42 AM -- 06:52 AM (PDT) None
Instilling an Active Mind in Avatars via Cognitive Simulation
[
OpenReview]
Oral
Sat Apr 25 06:42 AM -- 06:52 AM (PDT) None
TROLL: Trust Regions Improve Reinforcement Learning for Large Language Models
[
OpenReview]
Oral
Sat Apr 25 06:54 AM -- 07:04 AM (PDT) None
InfoTok: Adaptive Discrete Video Tokenizer via Information-Theoretic Compression
[
OpenReview]
Oral
Sat Apr 25 06:54 AM -- 07:04 AM (PDT) None
InfoNCE Induces Gaussian Distribution
[
Slides]
[
OpenReview]
Oral
Sat Apr 25 06:54 AM -- 07:04 AM (PDT) None
Multiplayer Nash Preference Optimization
[
OpenReview]
Oral
Sat Apr 25 06:54 AM -- 07:04 AM (PDT) None
FlashWorld: High-quality 3D Scene Generation within Seconds
[
OpenReview]
Oral
Sat Apr 25 06:54 AM -- 07:04 AM (PDT) None
CauKer: Classification Time Series Foundation Models Can Be Pretrained on Synthetic Data
[
OpenReview]
Oral
Sat Apr 25 06:54 AM -- 07:04 AM (PDT) None
Planner Aware Path Learning in Diffusion Language Models Training
[
OpenReview]
Oral
Sat Apr 25 07:06 AM -- 07:16 AM (PDT) None
Decentralized Attention Fails Centralized Signals: Rethinking Transformers for Medical Time Series
[
OpenReview]
Oral
Sat Apr 25 07:06 AM -- 07:16 AM (PDT) None
MotionStream: Real-Time Video Generation with Interactive Motion Controls
[
OpenReview]
Oral
Sat Apr 25 07:06 AM -- 07:16 AM (PDT) None
Global Resolution: Optimal Multi-Draft Speculative Sampling via Convex Optimization
[
OpenReview]
Oral
Sat Apr 25 07:06 AM -- 07:16 AM (PDT) None
The Art of Scaling Reinforcement Learning Compute for LLMs
[
OpenReview]
Oral
Sat Apr 25 07:06 AM -- 07:16 AM (PDT) None
Navigating the Latent Space Dynamics of Neural Models
[
OpenReview]
Oral
Sat Apr 25 07:06 AM -- 07:16 AM (PDT) None
DTO-KD: Dynamic Trade-off Optimization for Effective Knowledge Distillation
[
Slides]
[
OpenReview]
Oral
Sat Apr 25 07:18 AM -- 07:28 AM (PDT) None
EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning
[
OpenReview]
Oral
Sat Apr 25 07:18 AM -- 07:28 AM (PDT) None
From movement to cognitive maps: recurrent neural networks reveal how locomotor development shapes hippocampal spatial coding
[
OpenReview]
Oral
Sat Apr 25 07:18 AM -- 07:28 AM (PDT) None
To Infinity and Beyond: Tool-Use Unlocks Length Generalization in State Space Models
[
OpenReview]
Oral
Sat Apr 25 07:18 AM -- 07:28 AM (PDT) None
Overcoming Joint Intractability with Lossless Hierarchical Speculative Decoding
[
OpenReview]
Oral
Sat Apr 25 07:18 AM -- 07:28 AM (PDT) None
Overparametrization bends the landscape: BBP transitions at initialization in simple Neural Networks
[
OpenReview]
Oral
Sat Apr 25 07:30 AM -- 07:40 AM (PDT) None
$p\textrm{-less}$ Sampling: A Robust Hyperparameter-Free Approach for LLM Decoding
[
OpenReview]
Oral
Sat Apr 25 07:30 AM -- 07:40 AM (PDT) None
SafeDPO: A Simple Approach to Direct Preference Optimization with Enhanced Safety
[
OpenReview]
Oral
Sat Apr 25 07:30 AM -- 07:40 AM (PDT) None
$PhyWorldBench$: A Comprehensive Evaluation of Physical Realism in Text-to-Video Models
[
OpenReview]
Oral
Sat Apr 25 07:30 AM -- 07:40 AM (PDT) None
Generating metamers of human scene understanding
[
OpenReview]
Oral
Sat Apr 25 07:30 AM -- 07:40 AM (PDT) None
Addressing divergent representations from causal interventions on neural networks
[
OpenReview]
Oral
Sat Apr 25 07:42 AM -- 07:52 AM (PDT) None
Why DPO is a Misspecified Estimator and How to Fix It
[
OpenReview]
Oral
Sat Apr 25 07:42 AM -- 07:52 AM (PDT) None
TRACE: Your Diffusion Model is Secretly an Instance Edge Detector
[
OpenReview]
Oral
Sat Apr 25 07:42 AM -- 07:52 AM (PDT) None
FIRE: Frobenius-Isometry Reinitialization for Balancing the Stability–Plasticity Tradeoff
[
OpenReview]
Oral
Sat Apr 25 07:42 AM -- 07:52 AM (PDT) None
Plug-and-Play Compositionality for Boosting Continual Learning with Foundation Models
[
OpenReview]
Lunch
Sat Apr 25 08:00 AM -- 10:00 AM (PDT) None
Lunch
Expo Talk Panel
Sat Apr 25 08:00 AM -- 09:00 AM (PDT) @ 205 None
Apple: ParaRNN: Unlocking Parallel Training of Nonlinear RNNs for Large Language Models
Expo Talk Panel
Sat Apr 25 08:00 AM -- 09:00 AM (PDT) @ 204 None
Jump Trading: Domain-Adapted Agents for Quantitative Research at Scale
Expo Talk Panel
Sat Apr 25 08:45 AM -- 09:45 AM (PDT) @ 202C None
Prolific: Your Models Are Outgrowing Your Evaluations: Lessons from Building Evaluation Infrastructure for Frontier AI
Expo Talk Panel
Sat Apr 25 08:45 AM -- 09:45 AM (PDT) @ 201C None
Shopify: SimGym: Traffic-Calibrated AI Shoppers for Offline A/B Testing at Shopify
Town Hall
Sat Apr 25 09:00 AM -- 09:45 AM (PDT) @ 203A/B None
Town Hall
Break
Sat Apr 25 11:00 AM -- 11:30 AM (PDT) @ Pavilion 4 None
Break
Oral
Sat Apr 25 11:15 AM -- 11:25 AM (PDT) None
Reliable Weak-to-Strong Monitoring of LLM Agents
[
OpenReview]
Oral
Sat Apr 25 11:15 AM -- 11:25 AM (PDT) None
RealBench: A Benchmark for Complex Physical Systems with Real-World Data
[
OpenReview]
Oral
Sat Apr 25 11:15 AM -- 11:25 AM (PDT) None
Train-before-Test Harmonizes Language Model Rankings
[
OpenReview]
Oral
Sat Apr 25 11:15 AM -- 11:25 AM (PDT) None
Task-free Adaptive Meta Black-box Optimization
[
OpenReview]
Oral
Sat Apr 25 11:15 AM -- 11:25 AM (PDT) None
TD-JEPA: Latent-predictive Representations for Zero-Shot Reinforcement Learning
[
OpenReview]
Oral
Sat Apr 25 11:15 AM -- 11:25 AM (PDT) None
SAFETY-GUIDED FLOW (SGF): A UNIFIED FRAMEWORK FOR NEGATIVE GUIDANCE IN SAFE GENERATION
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Stochastic Optimal Control for Continuous-Time fMRI Representation Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MRAD: Zero-Shot Anomaly Detection with Memory-Driven Retrieval
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rethinking LoRA for Privacy-Preserving Federated Learning in Large Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Using maximal information auxiliary variables to improve synthetic data generation based on TabPFN foundation models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Efficient Sliced Wasserstein Distance Computation via Adaptive Bayesian Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SafeDPO: A Simple Approach to Direct Preference Optimization with Enhanced Safety
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ReactID: Synchronizing Realistic Actions and Identity in Personalized Video Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ShieldedCode: Learning Robust Representations for Virtual Machine Protected Code
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
InfoNCE Induces Gaussian Distribution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Forest-Based Graph Learning for Semi-Supervised Node Classification
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Uncover Underlying Correspondence for Robust Multi-view Clustering
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Art of Scaling Reinforcement Learning Compute for LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Hot Mess of AI: How Does Misalignment Scale With Model Intelligence and Task Complexity?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Understanding and improving Shampoo and SOAP via Kullback-Leibler Minimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ViTSP: A Vision Language Models Guided Framework for Large-Scale Traveling Salesman Problems
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
InfoDet: A Dataset for Infographic Element Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Planner Aware Path Learning in Diffusion Language Models Training
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Improved Quality, Synchrony, and Preference Alignment for Joint Audio-Video Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PlantRSR: A New Plant Dataset and Method for Reference-based Super-Resolution
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Exploiting Low-Dimensional Manifold of Features for Few-shot Whole Slide Image Classification
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RIG: Synergizing Reasoning and Imagination in End-to-End Generalist Policy
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Why Less is More (Sometimes): A Theory of Data Curation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Gradient Volume to Shapley Fairness: Towards Fair Multi-Task Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
OffTopicEval: When Large Language Models Enter the Wrong Chat, Almost Always!
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Remotely Detectable Robot Policy Watermarking
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Efficient Multimodal Spatial Reasoning via Dynamic and Asymmetric Routing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Score Distillation Beyond Acceleration: Generative Modeling from Corrupted Data
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Flow2GAN: Hybrid Flow Matching and GAN with Multi-Resolution Network for One-/Two-step High-Fidelity Audio Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Understanding the Dynamics of Forgetting and Generalization in Continual Learning via the Neural Tangent Kernel
[
Poster]
[
OpenReview]
Blog Post Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rethinking the Diffusion Model from a Langevin Perspective
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CardioComposer: Leveraging Differentiable Geometry for Compositional Control of Anatomical Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Stable Video Infinity: Infinite-Length Video Generation with Error Recycling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Low rank adaptation of chemical foundation models generate effective odorant representations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Libra: Effective yet Efficient Load Balancing for Large-scale MoE Inference
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Dual-Objective Reinforcement Learning with Novel Hamilton-Jacobi-Bellman Formulations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
On the Reasoning Abilities of Masked Diffusion Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Improving Online-to-Nonconvex Conversion for Smooth Optimization via Double Optimism
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Noise-Aware Generalization: Robustness to In-Domain Noise and Out-of-Domain Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Do Large Language Models Know What They Are Capable Of?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Strongly Convex Sets in Riemannian Manifolds
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Inheriting Generalizable Knowledge from LLMs to Diverse Vertical Tasks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Test-Time Iterative Error Correction for Efficient Diffusion Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Continuous Space-Time Video Super-Resolution with 3D Fourier Fields
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A2D: Any-Order, Any-Step Safety Alignment for Diffusion Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Genetic Algorithm for Navigating Synthesizable Molecular Spaces
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DiSRouter: Distributed Self-Routing for LLM Selections
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Enhancing Geometric Perception in VLMs via Translator-Guided Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
WAFT: Warping-Alone Field Transforms for Optical Flow
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MergOPT: A Merge-Aware Optimizer for Robust Model Merging
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Stop Tracking Me! Proactive Defense Against Attribute Inference Attack in LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ProofFlow: A Dependency Graph Approach to Faithful Proof Autoformalization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Explore-on-Graph: Incentivizing Autonomous Exploration of Large Language Models on Knowledge Graphs with Path-refined Reward Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
EVLP: Learning Unified Embodied Vision-Language Planner with Reinforced Supervised Fine-Tuning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
EVALUATING MEMORY IN LLM AGENTS VIA INCRE- MENTAL MULTI-TURN INTERACTIONS
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PromptHub: Enhancing Multi-Prompt Visual In-Context Learning with Locality-Aware Fusion, Concentration and Alignment
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ICaRus: Identical Cache Reuse for Efficient Multi-Model Inference
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Counterfactual Explanations on Robust Perceptual Geodesics
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Enabling arbitrary inference in spatio-temporal dynamic systems: A physics-inspired perspective
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Bayes Adaptive Monte Carlo Tree Search for Offline Model-based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Reconstructing KV Caches with Cross-Layer Fusion for Enhanced Transformers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Count Bridges enable Modeling and Deconvolving Transcriptomics
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LeSTD: LLM Compression via Learning-based Sparse Tensor Decomposition
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
HiGS: History-Guided Sampling for Plug-and-Play Enhancement of Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Photon: Speedup Volume Understanding with Efficient Multimodal Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ProtoKV: Long-context Knowledges Are Already Well-Organized Before Your Query
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Benchmarking Bias Mitigation Toward Fairness Without Harm from Vision to LVLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Object-Centric World Models from Few-Shot Annotations for Sample-Efficient Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Joint Shadow Generation and Relighting via Light-Geometry Interaction Maps
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FIRE: Frobenius-Isometry Reinitialization for Balancing the Stability–Plasticity Tradeoff
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Negative Pre-activations Differentiate Syntax
[
OpenReview]
Blog Post Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
JustRL: Scaling a 1.5B LLM with a Simple RL Recipe
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Disentanglement of Variations with Multimodal Generative Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
H$^3$DP: Triply‑Hierarchical Diffusion Policy for Visuomotor Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GARLIC: Graph Attention-based Relational Learning of Multivariate Time Series in Intensive Care
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ODEBrain: Continuous-Time EEG Graph for Modeling Dynamic Brain Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ReWatch-R1: Boosting Complex Video Reasoning in Large Vision-Language Models through Agentic Data Synthesis
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VidBridge-R1: Bridging QA and Captioning for RL-based Video Understanding Models with Intermediate Proxy Tasks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Landing with the Score: Riemannian Optimization through Denoising
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Self-Supervised Evolution Operator Learning for High-Dimensional Dynamical Systems
[
OpenReview]
Blog Post Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Computer Use Survey - A Visual Survey of Computer Use Agents
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Faithful Bi-Directional Model Steering via Distribution Matching and Distributed Interchange Interventions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A^2TG: Adaptive Anisotropic Textured Gaussians for Efficient 3D Scene Representation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Ref-Adv: Exploring MLLM Visual Reasoning in Referring Expression Tasks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Graph Tokenization for Bridging Graphs and Transformers
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Unlocking the Value of Text: Event-Driven Reasoning and Multi-Level Alignment for Time Series Forecasting
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Language Models Use Lookbacks to Track Beliefs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning Pseudorandom Numbers with Transformers: Permuted Congruential Generators, Curricula, and Interpretability
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
UrbanFeel：A Comprehensive Benchmark for Temporal and Perceptual Understanding of City Scenes through Human Perspective
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Predictors to Samplers via the Training Trajectory
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FLoRG: Federated Fine-tuning with Low-rank Gram Matrices and Procrustes Alignment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Scalable Distributed Framework for Multimodal GigaVoxel Image Registration
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
StreamingThinker: Large Language Models Can Think While Reading
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Gradient-Direction-Aware Density Control for 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Count Counts: Motivating Exploration in LLM Reasoning with Count-based Intrinsic Rewards
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CHAMMI-75: pre-training multi-channel models with heterogeneous microscopy images
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Streaming Visual Geometry Transformer
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
UniLiP: Adapting CLIP for Unified Multimodal Understanding, Generation and Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Dissecting Representation Misalignment in Contrastive Learning via Influence Function
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FlyPrompt: Brain-Inspired Random-Expanded Routing with Temporal-Ensemble Experts for General Continual Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
S2GO: Streaming Sparse Gaussian Occupancy
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Generalizable Coarse-to-Fine Robot Manipulation via Language-Aligned 3D Keypoints
[
Poster]
[
OpenReview]
Blog Post Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Revisiting the NetHack Learning Environment
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SE-Diff: Simulator and Experience Enhanced Diffusion Model for Comprehensive ECG Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Composable Sparse Subnetworks via Maximum-Entropy Principle
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LINK: Learning Instance-level Knowledge from Vision-Language Models for Human-Object Interaction Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DR-GGAD: Dual Residual Centering for Mitigating Anomaly Non‑Discriminativity in Generalist Graph Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Dynamic Novel View Synthesis in High Dynamic Range
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TIGaussian: Disentangle Gaussians for Spatial-Awared Text-Image-3D Alignment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Animating the Uncaptured: Humanoid Mesh Animation with Video Diffusion Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Controllable Video Generation with Provable Disentanglement
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Pisces: Cryptography-based Private Retrieval-Augmented Generation with Dual-Path Retrieval
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
IF-VidCap: Can Video Caption Models Follow Instructions?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Binomial Gradient-Based Meta-Learning for Enhanced Meta-Gradient Estimation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FlexiCodec: A Dynamic Neural Audio Codec for Low Frame Rates
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Efficient Ensemble Conditional Independence Test Framework for Causal Discovery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FlashWorld: High-quality 3D Scene Generation within Seconds
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RL's Razor: Why Online Reinforcement Learning Forgets Less
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Overparametrization bends the landscape: BBP transitions at initialization in simple Neural Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SimULi: Real-Time LiDAR and Camera Simulation with Unscented Transforms
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Native Reasoning Models: Training Language Models to Reason on Unverifiable Data
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
WARP: Weight Teleportation for Attack-Resilient Unlearning Protocols
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning to Orchestrate Agents in Natural Language with the Conductor
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Beyond Sequential Reranking: Reranker-Guided Search Improves Reasoning Intensive Retrieval
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
No Caption, No Problem: Caption-Free Membership Inference via Model-Fitted Embeddings
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Guidance Matters: Rethinking the Evaluation Pitfall for Text-to-Image Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Counterfactual Reasoning for Retrieval-Augmented Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Beyond Linear Probes: Dynamic Safety Monitoring for Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Training LLMs with LogicReward for Faithful and Rigorous Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Broad Exploration to Stable Synthesis: Entropy-Guided Optimization for Autoregressive Image Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PLoP: Precise LoRA Placement for Efficient Finetuning of Large Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ImpossibleBench: Measuring LLMs' Propensity of Exploiting Test Cases
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LiveResearchBench: Benchmarking Single- and Multi-Agent Systems for Citation-Grounded Deep Research
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
When Silence Is Golden: Can LLMs Learn to Abstain in Temporal QA and Beyond?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
AQER: A Scalable and Efficient Data Loader for Digital Quantum Computers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PCB-Bench: Benchmarking LLMs for Printed Circuit Board Placement and Routing
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Agentic Collaboration as an Information Bottleneck Problem
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Causal Discovery via Quantile Partial Effect
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Secret-Protected Evolution for Differentially Private Synthetic Text Generation
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DreamPhase: Offline Imagination and Uncertainty-Guided Planning for Large-Language-Model Agents
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Mind's Transformer: Computational Neuroanatomy of LLM-Brain Alignment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Motion Prior Distillation in Time Reversal Sampling for Generative Inbetweening
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ATLAS: Adaptive Transfer Scaling Laws for Multilingual Pretraining, Finetuning, and Decoding the Curse of Multilinguality
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SPELL: Self-Play Reinforcement Learning for evolving Long-Context Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning to Answer from Correct Demonstrations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Enabling Fine-Tuning of Direct Feedback Alignment via Feedback-Weight Matching
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Completing Missing Annotation: Multi-Agent Debate for Accurate and Scalable Relevant Assessment for IR Benchmarks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Lumos-1: On Autoregressive Video Generation with Discrete Diffusion from a Unified Model Perspective
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SeeDNorm: Self-Rescaled Dynamic Normalization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Sublinear Spectral Clustering Oracle with Little Memory
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Video-As-Prompt: Unified Semantic Control for Video Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ODE-GS: Latent ODEs for Dynamic Scene Extrapolation with 3D Gaussian Splatting
[
OpenReview]
Blog Post Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Misalignments and RL Failure Modes in the Early Stage of Superintelligence
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DistMLIP: A Distributed Inference Platform for Machine Learning Interatomic Potentials
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Faster Vision Transformers with Adaptive Patches
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
AtC: Aggregate-then-Calibrate for Human-centered Assessment
[
OpenReview]
Blog Post Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Defining and quantifying compositional structure
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Pareto Variational Autoencoder
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FrugalRAG: Less is More in RL Finetuning for Multi-hop Question Answering
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Group Critical-token Policy Optimization for Autoregressive Image Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From movement to cognitive maps: recurrent neural networks reveal how locomotor development shapes hippocampal spatial coding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Compositional Generalization through Gradient Search in Nonparametric Latent Space
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RouterArena: An Open Platform for Comprehensive Comparison of LLM Routers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CoDi: Subject-Consistent and Pose-Diverse Text-to-Image Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CauKer: Classification Time Series Foundation Models Can Be Pretrained on Synthetic Data
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Selection, Reflection and Self-Refinement: Revisit Reasoning Tasks via a Causal Lens
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
In-Context Compositional Q-Learning for Offline Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Deleuzian Representation Hypothesis
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Emergent Misalignment is Easy, Narrow Misalignment is Hard
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
(Token-Level) \textbf{InfoRMIA}: Stronger Membership Inference and Privacy Assessment for LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PAS: Estimating the target Accuracy before domain adaptation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Efficient-SAM2: Accelerating SAM2 with Object-Aware Visual Encoding and Memory Retrieval
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Barriers for Learning in an Evolving World: Mathematical Understanding of Loss of Plasticity
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Mechanism of Task-oriented Information Removal in In-context Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Self-Guided Low Light Object Detection Framework
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Personalized Reasoning: Just-in-time Personalization and Why LLMs Fail at It
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Leveraging Pretrained Knowledge at Inference Time: LoRA-Gated Contrastive Decoding for Multilingual Factual Language Generation in Adapted LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TRACE: Your Diffusion Model is Secretly an Instance Edge Detector
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RefTool: Reference-Guided Tool Creation for Knowledge-Intensive Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RLP: Reinforcement as a Pretraining Objective
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A General Framework for Black-Box Attacks Under Cost Asymmetry
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
BOTS: A Unified Framework for Bayesian Online Task Selection in LLM Reinforcement Finetuning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Strategic Dishonesty Can Undermine AI Safety Evaluations of Frontier LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A High Quality Dataset and Reliable Evaluation for Interleaved Image-Text Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DriveAgent-R1: Advancing VLM-based Autonomous Driving with Active Perception and Hybrid Thinking
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Private Rate-Constrained Optimization with Applications to Fair Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Towards Generalizable PDE Dynamics Forecasting via Physics-Guided Invariant Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Good allocations from bad estimates
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Open-Set Semantic Gaussian Splatting SLAM with Expandable Representation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LEGACY: A Lightweight Dynamic Gradient Compression Strategy for Distributed Deep Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Two (narrow) heads are better than (an arbitrarily wide) one
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Value of Information in Human-AI Decision-making
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
pySpatial: Generating 3D Visual Programs for Zero-Shot Spatial Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Implicit Regularisation in Diffusion Models: An Algorithm-Dependent Generalisation Analysis
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ATLAS: Alibaba Dataset and Benchmark for Learning-Augmented Scheduling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Navigating the Latent Space Dynamics of Neural Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PreciseCache: Precise Feature Caching for Efficient and High-fidelity Video Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Action Chunking and Data Augmentation Yield Exponential Improvements for Imitation Learning in Continuous Spaces
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Curse of Slicing: Why Sliced Mutual Information is a Deceptive Measure of Statistical Dependence
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
APPLE: Toward General Active Perception via Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LucidFlux: Caption-Free Universal Image Restoration via a Large-Scale Diffusion Transformer
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Neodragon: Mobile Video Generation Using Diffusion Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
UniHand: A Unified Model for Diverse Controlled 4D Hand Motion Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DSA: Efficient Inference For Video Generation Models via Distributed Sparse Attention
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Not Search, But Scan: Benchmarking MLLMs on Scan-Oriented Academic Paper Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Can LLMs Refuse Questions They Do Not Know? Measuring Knowledge-Aware Refusal in Factual Tasks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Building a Foundational Guardrail for General Agentic Systems via Synthetic Data
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
HSIC Bottleneck for Cross-Generator and Domain-Incremental Synthetic Image Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Curation Leaks: Membership Inference Attacks against Data Curation for Machine Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
OrthAlign: Orthogonal Subspace Decomposition for Non-Interfering Multi-Objective Alignment
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LycheeDecode: Accelerating Long-Context LLM Inference via Hybrid-Head Sparse Decoding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Vicious to Virtuous Cycles: Synergistic Representation Learning for Unsupervised Video Object-Centric Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DM4CT: Benchmarking Diffusion Models for Computed Tomography Reconstruction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Plan and Budget: Effective and Efficient Test-Time Scaling on Reasoning Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ScalingCache: Extreme Acceleration of DiTs through Difference Scaling and Dynamic Interval Caching
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Attention Is All You Need for KV Cache in Diffusion LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Not All Clients Are Equal: Collaborative Model Personalization on Heterogeneous Multi-Modal Clients
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RegionReasoner: Region-Grounded Multi-Round Visual Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Test-Time Optimization of 3D Point Cloud LLM via Manifold-Aware In-Context Guidance and Refinement
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TraPO: A Semi-Supervised Reinforcement Learning Framework for Boosting LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
StepORLM: A Self-Evolving Framework With Generative Process Supervision For Operations Research Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RegionE: Adaptive Region-Aware Generation for Efficient Image Editing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Towards a Sharp Analysis of Learning Offline $f$-Divergence-Regularized Contextual Bandits
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
WIMFRIS: WIndow Mamba Fusion and Parameter Efficient Tuning for Referring Image Segmentation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Multiplayer Nash Preference Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
BeyondBench: Benchmark-Free Evaluation of Reasoning in Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Parallel Token Generation for Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Topology Matters in RTL Circuit Representation Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
d$^2$Cache: Accelerating Diffusion-Based LLMs via Dual Adaptive Caching
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Multi-Marginal Flow Matching with Adversarially Learnt Interpolants
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MotionStream: Real-Time Video Generation with Interactive Motion Controls
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Influence Dynamics and Stagewise Data Attribution
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Routing Channel-Patch Dependencies in Time Series Forecasting with Graph Spectral Decomposition
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Replicable Reinforcement Learning with Linear Function Approximation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
To Infinity and Beyond: Tool-Use Unlocks Length Generalization in State Space Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Jackpot: Align Actor-Policy Distribution for scalable and stable RL for LLM
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Primary-Fine Decoupling for Action Generation in Robotic Imitation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Generalized Geometric Theoretical Framework of Centroid Discriminant Analysis for Linear Classification of Multi-dimensional Data
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Fluent Alignment with Disfluent Judges: Post-training for lower-resource languages
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
OmniActor: A Generalist GUI and Embodied Agent for 2D&3D Worlds
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Deconstructing Positional Information: From Attention Logits to Training Biases
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Critique-RL: Training Critiquing Language Models Through Two-Stage RL for Improved Discrimination and Constructive Feedback
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
BioX-Bridge: Model Bridging for Unsupervised Cross-Modal Knowledge Transfer across Biosignals
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
AutoBio: A Simulation and Benchmark for Robotic Automation in Digital Biology Laboratory
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Evaluation to Defense: Advancing Safety in Video Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Contextual and Seasonal LSTMs for Time Series Anomaly Detection
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning to Reason in Structured In-context Environments with Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
One-Shot Exemplars for Class Grounding in Self-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rethinking Unsupervised Cross-modal Flow Estimation: Learning from Decoupled Optimization and Consistency Constraint
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Expert Heads: Robust Evidence Identification for Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive Evaluation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CompassNav: Steering From Path Imitation to Decision Understanding In Navigation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FedMuon: Federated Learning with Bias-corrected LMO-based Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SP-VLA: A Joint Model Scheduling and Token Pruning Approach for VLA Model Acceleration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Characterizing the Discrete Geometry of ReLU Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ProtoTS: Learning Hierarchical Prototypes for Explainable Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Is In-Context Learning Learning?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Heterogeneous Federated Fine-Tuning with Parallel One-Rank Adaptation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VOGUE: Unified Understanding, Generation, and Editing for Videos
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RAEE: A Robust Retrieval-Augmented Early Exit Framework for Efficient Inference
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Branched Schrödinger Bridge Matching
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Guardrail for Safety Preservation: When Safety-Sensitive Subspace Meets Harmful-Resistant Null-Space
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DeRaDiff: Denoising Time Realignment of Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Theoretical Analysis of Mamba’s Training Dynamics: Filtering Relevant Features for Generalization in State Space Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
UnLoc: Leveraging Depth Uncertainties for Floorplan Localization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Enhancing Shortcut Models with Cumulative Self-Consistency Loss for One-Step Diffusion
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ProReGen: Progressive Residual Generation under Attribute Correlations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
InfoTok: Adaptive Discrete Video Tokenizer via Information-Theoretic Compression
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Micro-Macro Retrieval: Reducing Long-Form Hallucination in Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DADA: Dual Averaging with Distance Adaptation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Path Channels and Plan Extension Kernels: a Mechanistic Description of Planning in a Sokoban RNN
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
OptimSyn: Influence-Guided Rubrics Optimization for Synthetic Data Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
On the Spectral Differences Between NTK and CNTK and Their Implications for Point Cloud Recognition
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Temporal Geometry of Deep Networks: Hyperbolic Representations of Training Dynamics for Intrinsic Explainability
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Aligned Novel View Image and Geometry Synthesis via Cross-modal Attention Instillation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Perception-Aware Policy Optimization for Multimodal Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Tree-based Dialogue Reinforced Policy Optimization for Red-Teaming Attacks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Part-level Semantic-guided Contrastive Learning for Fine-grained Visual Classification
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Polynomial Convergence of Riemannian Diffusion Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Single-Loop Byzantine-Resilient Federated Bilevel Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
IGGT: Instance-Grounded Geometry Transformer for Semantic 3D Reconstruction
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Sat3DGen: Comprehensive Street-Level 3D Scene Generation from Single Satellite Image
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rectifying LLM Thought from Lens of Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Difficult Examples Hurt Unsupervised Contrastive Learning: A Theoretical Perspective
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
KaVa: Latent Reasoning via Compressed KV-Cache Distillation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Overcoming Joint Intractability with Lossless Hierarchical Speculative Decoding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DecompGAIL: Learning Realistic Traffic Behaviors with Decomposed Multi-Agent Generative Adversarial Imitation Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Optimizer Choice Matters For The Emergence of Neural Collapse
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Triangle Multiplication is All You Need for Biomolecular Structure Representations
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Taming the Fragility of KV Cache Eviction in LLM Inference
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SAVE: A Generalizable Framework for Multi-Condition Single-Cell Generation with Gene Block Attention
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DiffuGuard: How Intrinsic Safety is Lost and Found in Diffusion Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RobotArena $\infty$: Unlimited Robot Benchmarking via Real-to-Sim Translation
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
More Thought, Less Accuracy? On the Dual Nature of Reasoning in Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DTP: Delta-Guided Two Stage Pruning for Mamba-based Multimodal Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Uncertainty Estimation via Hyperspherical Confidence Mapping
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LiveMoments: Reselected Key Photo Restoration in Live Photos via Reference-guided Diffusion
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Faithfulness Under the Distribution: A New Look at Attribution Evaluation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Asynchronous Matching with Dynamic Sampling for Multimodal Dataset Distillation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SAQ: Stabilizer-Aware Quantum Error Correction Decoder
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PCLR: Progressively Compressed LoRA for Multimodal Continual Instruction Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TEN-DM: Topology-Enhanced Diffusion Model for Spatio-Temporal Event Prediction
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Why Keep Your Doubts to Yourself? Trading Visual Uncertainties in Multi-Agent Bandit Systems
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
iLLaVA: An Image is Worth Fewer Than 1/3 Input Tokens in Large Multimodal Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Holdout-Loss-Based Data Selection for LLM Finetuning via In-Context Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Presenting a Paper is an Art: Self-Improvement Aesthetic Agents for Academic Presentations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FRIEDA: Benchmarking Multi-Step Cartographic Reasoning in Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CollectiveKV: Decoupling and Sharing Collaborative Information in Sequential Recommendation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
KL-Regularized Reinforcement Learning is Designed to Mode Collapse
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Adversarial Attacks Already Tell the Answer: Directional Bias-Guided Test-time Defense for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Trajectory-aware Shifted State Space Models for Online Video Super-Resolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CLASH: Evaluating Language Models on Judging High-Stakes Dilemmas from Multiple Perspectives
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RankFlow: Property-aware Transport for Protein Optimization
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Eigen-1: Scientific Reasoning through Adaptive Multi-Agent Refinement and Monitor-based RAG
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Adaptive Acquisition Selection for Bayesian Optimization with Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
AlphaAlign: Incentivizing Safety Alignment with Extremely Simplified Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SLM-MUX: Orchestrating Small Language Models for Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
AlphaAgentEvo: Evolution-Oriented Alpha Mining via Self-Evolving Agentic Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Tokens to Nodes: Semantic-Guided Motion Control for Dynamic 3D Gaussian Splatting
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Beyond Pairwise: Empowering LLM Alignment With (Ranked) Choice Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A tale of two tails: Preferred and anti-preferred natural stimuli in visual cortex
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Optimal transport unlocks end-to-end learning for single-molecule localization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Scalable Training for Vector-Quantized Networks with 100% Codebook Utilization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Plug-and-Play Compositionality for Boosting Continual Learning with Foundation Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Grokking in LLM Pretraining? Monitor Memorization-to-Generalization without Test
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Cross-Embodied Co-Design for Dexterous Hands
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Instilling an Active Mind in Avatars via Cognitive Simulation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Foundation Models for Causal Inference via Prior-Data Fitted Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
NerVE: Nonlinear Eigenspectrum Dynamics in LLM Feed-Forward Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SPRINT: Sparse-Dense Residual Fusion for Efficient Diffusion Transformers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SMixer: Rethinking Efficient-Training and Event-Driven SNNs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TPDiff: Temporal Pyramid Video Diffusion Model
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Post-training Large Language Models for Diverse High-Quality Responses
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RECODE: A Benchmark for Research Code DEvelopment with Interactive Human Feedback
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GGBall: Graph Generative Model on Poincaré Ball
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
One Patch Doesn’t Fit All: Adaptive Patching for Native-Resolution Multimodal Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
KLAS: Using Similarity to Stitch Neural Networks for an Improved Accuracy-Efficiency Tradeoff
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Set Representation Auxiliary Learning with Adversarial Encoding Perturbation and Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Koopman-Assisted Trajectory Synthesis: A Data Augmentation Framework for Offline Imitation Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TESSAR: Geometry-Aware Active Regression via Dynamic Voronoi Tessellation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Federated Generalized Expectation-Maximization Algorithm for Mixture Models with an Unknown Number of Components
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ADEPT: Continual Pretraining via Adaptive Expansion and Dynamic Decoupled Tuning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Refine Drugs, Don’t Complete Them: Uniform-Source Discrete Flows for Fragment-Based Drug Discovery
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LLMs Must Think Thrice to Solve Executable Counterfactuals
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Geometry Forcing: Marrying Video Diffusion and 3D Representation for Consistent World Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Harnessing Hyperbolic Geometry for Harmful Prompt Detection and Sanitization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Retain and Adapt: Auto-Balanced Model Editing for Open-Vocabulary Object Detection under Domain Shifts
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DrivingGen: A Comprehensive Benchmark for Generative Video World Models in Autonomous Driving
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Parallel Sampling from Masked Diffusion Models via Conditional Independence Testing
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Designing Rules to Pick a Rule: Aggregation by Consistency
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Zero-shot Forecasting by Simulation Alone
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Value Gradient Flow: Behavior-Regularized RL without Regularization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TOUCH: Text-guided Controllable Generation of Free-Form Hand-Object Interactions
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
UniUGG: Unified 3D Understanding and Generation via Geometric-Semantic Encoding
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
QuaMo: Quaternion Motions for Vision-based 3D Human Kinematics Capture
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Adaptive Logit Adjustment for Debiasing Multimodal Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Eliminating Inductive Bias in Reward Models with Information-Theoretic Guidance
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PI-Light: Physics-Inspired Diffusion for Full-Image Relighting
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Masked Skill Token Training for Hierarchical Off-Dynamics Transfer
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Samples to Scenarios: A New Paradigm for Probabilistic Forecasting
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MICLIP: Learning to Interpret Representation in Vision Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Are we measuring oversmoothing in graph neural networks correctly?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
THE END OF MANUAL DECODING: TOWARDS TRULY END-TO-END LANGUAGE MODELS
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning to Reason without External Rewards
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Why is Your Language Model a Poor Implicit Reward Model?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Reinforcement Learning Fine-Tuning Enhances Activation Intensity and Diversity in the Internal Circuitry of LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Beyond Static Vision: Scene Dynamic Field Unlocks Intuitive Physics Understanding in Multi-modal Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MARS - A Foundational Map Auto-Regressor
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Person-Centric Annotations of LAION-400M: Auditing Bias and Its Transfer to Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
lmgame-Bench: How Good are LLMs at Playing Games?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
BEP: A Binary Error Propagation Algorithm for Binary Neural Networks Training
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Why High-rank Neural Networks Generalize?: An Algebraic Framework with RKHSs
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Anchor Frame Bridging for Coherent First-Last Frame Video Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Overtone: Cyclic Patch Modulation for Cleaner, Faster Physics Emulators
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Helmsman: Autonomous Synthesis of Federated Learning Systems via Multi-Agent Collaboration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GlobeDiff: State Diffusion Process for Partial Observability in Multi-Agent System
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GDGB: A Benchmark for Generative Dynamic Text-Attributed Graph Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Improving Set Function Approximation with Quasi-Arithmetic Neural Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Inference-time scaling of diffusion models through classical search
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Multiple-Prediction-Powered Inference
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Towards Self-Evolving Agent Benchmarks : Validatable Agent Trajectory via Test-Time Exploration
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Preference Leakage: A Contamination Problem in LLM-as-a-judge
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Practical estimation of the optimal classification error with soft labels and calibration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Single to Multi-Granularity: Toward Long-Term Memory Association and Selection of Conversational Agents
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LRIM: a Physics-Based Benchmark for Provably Evaluating Long-Range Capabilities in Graph Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Medical thinking with multiple images
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Consolidating Reinforcement Learning for Multimodal Discrete Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Neural Sum-of-Squares: Certifying the Nonnegativity of Polynomials with Transformers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PoSh: Using Scene Graphs to Guide LLMs-as-a-Judge for Detailed Image Descriptions
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Context Tokens are Anchors: Understanding the Repetition Curse in Diffusion MLLMs from an Information Flow Perspective
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Animal behavioral analysis and neural encoding with transformer-based self-supervised pretraining
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Generating metamers of human scene understanding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Synchronizing Probabilities in Model-Driven Lossless Compression
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Hot PATE: Private Aggregation of Distributions for Diverse Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Optimizing Canaries for Privacy Auditing with Metagradient Descent
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Function-Centric Graph Neural Network Approach for Predicting Electron Densities
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Training-Free Text-Guided Color Editing with Multi-Modal Diffusion Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CryoNet.Refine: A One-step Diffusion Model for Rapid Refinement of Structural Models with Cryo-EM Density Map Restraints
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Fore-Mamba3D: Mamba-based Foreground-Enhanced Encoding for 3D Object Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Play to Generalize: Learning to Reason Through Game Play
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Bridging Kolmogorov Complexity and Deep Learning: Asymptotically Optimal Description Length Objectives for Transformers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MT-DAO: Multi-Timescale Distributed Adaptive Optimizers with Local Updates
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DES-LOC: Desynced Low Communication Adaptive Optimizers for Foundation Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Cascadia: An Efficient Cascade Serving System for Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SAC Flow: Sample-Efficient Reinforcement Learning of Flow-Based Policies via Velocity-Reparameterized Sequential Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Beyond Short Steps in Frank-Wolfe Algorithms
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Traceable Black-Box Watermarks For Federated Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Self-Speculative Decoding Accelerates Lossless Inference in Any-Order and Any-Subset Autoregressive Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ProxyAttn: Guided Sparse Attention via Representative Heads
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CurES: From Gradient Analysis to Efficient Curriculum Learning for Reasoning LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Neologism Learning for Controllability and Self-Verbalization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TableMaster: A Recipe to Advance Table Understanding with Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ChainGPT: Dual-Reasoning Model with Recurrent Depth and Multi-Rank State Updates
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CMT: Mid-Training for Efficient Learning of Consistency, Mean Flow, and Flow-Map Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rethinking Policy Diversity in Ensemble Policy Gradient in Large-Scale Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SpeakerVid-5M: A Large-Scale High-Quality Dataset for Audio-Visual Dyadic Interactive Human Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Expressive and Invariant Graph Learning via Canonical Tree Cover Neural Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Echoes as Anchors: Probabilistic Costs and Attention Refocusing in LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Strong Correlations Induce Cause Only Predictions in Transformer Training
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Representing local protein environments with machine learning force fields
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Disentangling Knowledge Representations for Large Language Model Editing
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Referring Layer Decomposition
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Channel-Aware Mixed-Precision Quantization for Efficient Long-Context Inference
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LearnPruner: Rethinking Attention-based Token Pruning in Vision Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DP-Fusion: Token-Level Differentially Private Inference for Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Neural Message-Passing on Attention Graphs for Hallucination Detection
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Activation Function Design Sustains Plasticity in Continual Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Sim2Real VLA: Zero-Shot Generalization of Synthesized Skills to Realistic Manipulation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Time-Gated Multi-Scale Flow Matching for Time-Series Imputation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Fresh in memory: Training-order recency is linearly encoded in language model activations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Simplicial Embeddings Improve Sample Efficiency in Actor–Critic Agents
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GIQ: Benchmarking 3D Geometric Reasoning of Vision Foundation Models with Simulated and Real Polyhedra
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SpaceControl: Introducing Test-Time Spatial Control to 3D Generative Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CodeSense: a Real-World Benchmark and Dataset for Code Semantic Reasoning
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
f-INE: A Hypothesis Testing Framework for Estimating Influence under Training Randomness
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Take Note: Your Molecular Dataset Is Probably Aligned
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Accelerating Eigenvalue Dataset Generation via Chebyshev Subspace Filter
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Eliciting Harmful Capabilities by Fine-Tuning on Safeguarded Outputs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SERUM: Simple, Efficient, Robust, and Unifying Marking for Diffusion-based Image Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Do We Need All the Synthetic Data? Targeted Image Augmentation via Diffusion Models
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GuardAlign: Robust Safety Alignment in Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
$PhyWorldBench$: A Comprehensive Evaluation of Physical Realism in Text-to-Video Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Language-Instructed Vision Embeddings for Controllable and Generalizable Perception
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GRACE: A Language Model Framework for Explainable Inverse Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
On The Expressive Power of GNN Derivatives
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Activation Steering for LLM Alignment via a Unified ODE-Based Framework
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Diffusion Language Models For Code Infilling Beyond Fixed-size Canvas
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Declarative Audio Editing with Audio Language Model
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Feature compression is the root cause of adversarial fragility in neural networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Discovering Novel LLM Experts via Task-Capability Coevolution
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
No Prior, No Leakage: Revisiting Reconstruction Attacks in Trained Neural Networks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning Part-Aware Dense 3D Feature Field For Generalizable Articulated Object Manipulation
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Battery Fault: A Comprehensive Dataset and Benchmark for Battery Fault Diagnosis
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
HWC-Loco: A Hierarchical Whole-Body Control Approach to Robust Humanoid Locomotion
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ChartGalaxy: A Dataset for Infographic Chart Understanding and Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
How to Square Tensor Networks and Circuits Without Squaring Them
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Histopathology-Genomics Multi-modal Structural Representation Learning for Data-Efficient Precision Oncology
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Adaptive Hopfield Network: Rethinking Similarities in Associative Memory
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Data-Centric Lessons To Improve Speech-Language Pretraining
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Identifiability Challenges in Sparse Linear Ordinary Differential Equations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SeRI: Gradient-Free Sensitive Region Identification in Decision-Based Black-Box Attacks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Prompt-MII: Meta-Learning Instruction Induction for LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Synergizing Understanding and Generation with Interleaved Analyzing-Drafting Thinking
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
On the Design of KL-Regularized Policy Gradient Algorithms for LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FM4NPP: A Scaling Foundation Model for Nuclear and Particle Physics
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Should We Still Pretrain Encoders with Masked Language Modeling?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Bridging the performance-gap between target-free and target-based reinforcement learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The First Impression Problem: Internal Bias Triggers Overthinking in Reasoning Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RestoreVAR: Visual Autoregressive Generation for All-in-One Image Restoration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Escaping Model Collapse via Synthetic Data Verification: Near-term Improvements and Long-term Convergence
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rethinking Pareto Frontier: On the Optimal Trade-offs in Fair Classification
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Knowledge Exchange with Confidence: Cost-Effective LLM Integration for Reliable and Efficient Visual Question Answering
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From f(x) and g(x) to f(g(x)): LLMs Learn New Skills in RL by Composing Old Ones
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MARTI: A Framework for Multi-Agent LLM Systems Reinforced Training and Inference
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SafeFlowMatcher: Safe and Fast Planning using Flow Matching with Control Barrier Functions
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Efficient Approximate Posterior Sampling with Annealed Langevin Monte Carlo
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Any-to-Bokeh: Arbitrary-Subject Video Refocusing with Video Diffusion Model
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TUMIX: Multi-Agent Test-Time Scaling with Tool-Use Mixture
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Latent Speech-Text Transformer
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PETRI: Learning Unified Cell Embeddings from Unpaired Modalities via Early-Fusion Joint Reconstruction
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Low-pass Personalized Subgraph Federated Recommendation
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Neural Collapse in Multi-Task Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MCP-SafetyBench: A Benchmark for Safety Evaluation of Large Language Models with Real-World MCP Servers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Beyond DAGs: A Latent Partial Causal Model for Multimodal Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ResCP: Reservoir Conformal Prediction for Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
High-dimensional Mean-Field Games by Particle-based Flow Matching
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Geometry-aware 4D Video Generation for Robot Manipulation
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
IR-Agent: Expert-Inspired LLM Agents for Structure Elucidation from Infrared Spectra
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Inverse Virtual Try-On: Generating Multi-Category Product-Style Images from Clothed Individuals
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PreferThinker: Reasoning-based Personalized Image Preference Assessment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Evaluating and Improving Cultural Awareness of Reward Models for LLM Alignment
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LoRA meets Riemannion: Muon Optimizer for Parametrization-independent Low-Rank Adapters
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
WILD-Diffusion: A WDRO Inspired Training Method for Diffusion Models under Limited Data
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Arbitrary-Shaped Image Generation via Spherical Neural Field Diffusion
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Process-Level Trajectory Evaluation for Environment Configuration in Software Engineering Agents
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Charts Are Not Images: On the Challenges of Scientific Chart Editing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Financial fraud collusion among generative AI agents in social networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Any-Subgroup Equivariant Networks via Symmetry Breaking
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Revisit Visual Prompt Tuning: The Expressiveness of Prompt Experts
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Reward-Free Viewpoint on Multi-Objective Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CPQS-Tuning: A Model Self-Perception-Based Data Filtering Algorithm for Efficient Instruction Fine-Tuning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Don’t Pass@$k$: A Bayesian Framework for Large Language Model Evaluation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MolLangBench: A Comprehensive Benchmark for Language-Prompted Molecular Structure Recognition, Editing, and Generation
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Two-Phase Deep Learning Framework for Adaptive Time-Stepping in High-Speed Flow Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Physics-Informed Inference Time Scaling for Solving High-Dimensional Partial Differential Equations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Choice of Divergence: A Neglected Key to Mitigating Diversity Collapse in Reinforcement Learning with Verifiable Reward
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Less is more: Clustered Cross-Covariance Control for Offline RL
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MindPilot: Closed-loop Visual Stimulation Optimization for Brain Modulation with EEG-guided Diffusion
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Policy Newton Algorithm in Reproducing Kernel Hilbert Space
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
What Happens Next? Anticipating Future Motion by Generating Point Trajectories
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
AgentMath: Empowering Mathematical Reasoning for Large Language Models via Tool-Augmented Agent
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Scaling Knowledge Editing in LLMs to 100,000 Facts with Neural KV Database
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Recurrent Action Transformer with Memory
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Demystifying Robot Diffusion Policies: Action Memorization and a Simple Lookup Table Alternative
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Agentic Context Engineering: Learning Comprehensive Contexts for Self-Improving Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
iFusion: Integrating Dynamic Interest Streams via Diffusion Model for Click-Through Rate Prediction
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
QuRL: Low-Precision Reinforcement Learning for Efficient Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Constitutional Classifiers++: Production-Grade Defenses against Universal Jailbreaks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Is On-Policy Data always the Best Choice for Direct Preference Optimization-Based LM Alignment?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LUMINA: Detecting Hallucinations in RAG System with Context–Knowledge Signals
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Analysis of approximate linear programming solution to Markov decision problem with log barrier function
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
On the Expressiveness of State Space Models via Temporal Logics
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Attack-Resistant Watermarking for AIGC Image Forensics via Diffusion-based Semantic Deflection
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Topological Anomaly Quantification for Semi-supervised Graph Anomaly Detection
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
One step further with Monte-Carlo sampler to guide diffusion better
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MARS: Reinforcing Multi-Agent Reasoning of LLMs through Self-Play in Strategic Games
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Forecast After the Forecast: A Post-Processing Shift in Time Series
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DTO-KD: Dynamic Trade-off Optimization for Effective Knowledge Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Don't Throw Away Your Pretrained Model
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LazyDrag: Enabling Stable Drag-Based Editing on Multi-Modal Diffusion Transformers via Explicit Correspondence
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
To Sink or Not to Sink: Visual Information Pathways in Large Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DiCache: Let Diffusion Model Determine Its Own Cache
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Video Scene Segmentation with Genre and Duration Signals
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
What Generative Search Engines Like and How to Optimize Web Content Cooperatively
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SPRIG: Improving Large Language Model Performance by System Prompt Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
QVGen: Pushing the Limit of Quantized Video Generative Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PRISM: Controllable Diffusion for Compound Image Restoration with Scientific Fidelity
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Scalable Oversight via Partitioned Human Supervision
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Efficient Multi-objective Prompt Optimization via Pure-exploration Bandits
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ARMs: Adaptive Red-Teaming Agent against Multimodal Models with Plug-and-Play Attacks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ENACT: Evaluating Embodied Cognition with World Modeling of Egocentric Interaction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MMSearch-Plus: Benchmarking Provenance-Aware Search for Multimodal Browsing Agents
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TreeGRPO: Tree-Advantage GRPO for Online RL Post-Training of Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
QuadGPT: Native Quadrilateral Mesh Generation with Autoregressive Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SCAD: Super-Class-Aware Debiasing for Long-Tailed Semi-Supervised Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Arbitrary-Order Block SignSGD for Memory-Efficient LLM Fine-Tuning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TS-Attn: Temporal-wise Separable Attention for Multi-Event Video Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CortiLife: A Unified Framework for Cortical Representation Learning across the Lifespan
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Interleaving Reasoning for Better Text-to-Image Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CoAct-1: Computer-using Multi-agent System with Coding Actions
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
$p\textrm{-less}$ Sampling: A Robust Hyperparameter-Free Approach for LLM Decoding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Let's Think in Two Steps: Mitigating Agreement Bias in MLLMs with Self-Grounded Verification
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Pallatom-Ligand: an All-Atom Diffusion Model for Designing Ligand-Binding Proteins
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Johnson-Lindenstrauss Lemma Guided Network for Efficient 3D Medical Segmentation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Jet Expansions: Restructuring LLM Computation for Model Inspection
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Queue Length Regret Bounds for Contextual Queueing Bandits
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SABRE-FL: Selective and Accurate Backdoor Rejection for Federated Prompt Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Natural Geometry of Code: Hyperbolic Representation Learning for Program Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ContextIF: Enhancing Instruction-Following through Context Reward
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Causal-Steer: Disentangled Continuous Style Control without Parallel Corpora
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Einstein Fields: A Neural Perspective To Computational General Relativity
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Is Finer Better? The Limits of Microscaling Formats in Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Universal Properties of Activation Sparsity in Modern Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Decentralized Attention Fails Centralized Signals: Rethinking Transformers for Medical Time Series
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
NeuCLIP: Efficient Large-Scale CLIP Training with Neural Normalizer Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Improving Autoregressive Video Modeling with History Understanding
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
One-Step Flow for Image Super-Resolution with Tunable Fidelity-Realism Trade-offs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
WINA: Weight Informed Neuron Activation for Accelerating Large Language Model Inference
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Dyslexify: A Mechanistic Defense Against Typographic Attacks in CLIP
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ROSETTA: Constructing Code-Based Reward from Unconstrained Language Preference
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Tracing the Traces: Latent Temporal Signals for Efficient and Accurate Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SCUBA: Salesforce Computer Use Benchmark
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A-TPT: Angular Diversity Calibration Properties for Test-Time Prompt Tuning of Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
OrthoRF: Exploring Orthogonality in Object-Centric Representations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Physics-Inspired All-Pair Interaction Learning for 3D Dynamics Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Loopholing Discrete Diffusion: Deterministic Bypass of the Sampling Wall
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Can Vision-Language Models Answer Face to Face Questions in the Real-World?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ExPO-HM: Learning to Explain-then-Detect for Hateful Meme Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Trajectory Generation with Conservative Value Guidance for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Seismic Wavefield Common Task Framework
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Noise Stability of Transformer Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Unified 3D Scene Understanding Through Physical World Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Weak-to-Strong Generalization with Failure Trajectories
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SARM: Stage-Aware Reward Modeling for Long Horizon Robot Manipulation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PROTDYN: A FOUNDATION PROTEIN LANGUAGE MODEL FOR THERMODYNAMICS AND DYNAMICS GENERATION
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Embodied-R1: Reinforced Embodied Reasoning for General Robotic Manipulation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Modeling the Density of Pixel-level Self-supervised Embeddings for Unsupervised Pathology Segmentation in Medical CT
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Mixing Importance with Diversity: Joint Optimization for KV Cache Compression in Large Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Why DPO is a Misspecified Estimator and How to Fix It
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Towards Multimodal Data-Driven Scientific Discovery Powered by LLM Agents
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Training-Free Reward-Guided Image Editing via Trajectory Optimal Control
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Online Rounding and Learning Augmented Algorithms for Facility Location
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning to Lie: Reinforcement Learning Attacks Damage Human-AI Teams and Teams of LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
On the Universality and Complexity of GNN for Solving Second-order Cone Programs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Modality Alignment across Trees on Heterogeneous Hyperbolic Manifolds
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Discrete Latent Features Ablate Adversarial Attack: A Robust Prompt Tuning Framework for VLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SEED-SET: Scalable Evolving Experimental Design for System-level Ethical Testing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SumRA: Parameter Efficient Fine-tuning with Singular Value Decomposition and Summed Orthogonal Basis
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
An Improved Model-free Decision-estimation Coefficient with Applications in Adversarial MDPs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SPEED: Scalable, Precise, and Efficient Concept Erasure for Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Towards Understanding Subliminal Learning: When and How Hidden Biases Transfer
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
How reinforcement learning after next-token prediction facilitates learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SAGE: Spatial-visual Adaptive Graph Exploration for Visual Place Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PoLi-RL: A Point-to-List Reinforcement Learning Framework for Conditional Semantic Textual Similarity
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
UniCA: Unified Covariate Adaptation for Time Series Foundation Model
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Displacement-Resistant Extensions of DPO with Nonconvex $f$-Divergences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DriveMamba: Task-Centric Scalable State Space Model for Efficient End-to-End Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Interactive Agents to Overcome Underspecificity in Software Engineering
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TAMMs:~Change Understanding and Forecasting in Satellite Image Time Series with a Temporal-Aware Multimodal Model
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Tree Search for LLM Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LadderSym: A Multimodal Interleaved Transformer for Music Practice Error Detection
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Self-Consistency Improves the Trustworthiness of Self-Interpretable GNNs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Graph-based Nearest Neighbors with Dynamic Updates via Random Walk-Based Analysis
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Explainable $ K $-means Neural Networks for Multi-view Clustering
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Optimizing Data Augmentation through Bayesian Model Selection
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Incentivizing LLM Reasoning via Reinforcement Learning with Functional Monte Carlo Tree Search
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Constraint Matters: Multi-Modal Representation for Reducing Mixed-Integer Linear programming
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rethinking Benign Relearning: Syntax as the Hidden Driver of Unlearning Failures
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Stabilizing Policy Gradients for Sample-Efficient Reinforcement Learning in LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Information Estimation with Discrete Diffusion
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FARTrack: Fast Autoregressive Visual Tracking with High Performance
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Multi-Subspace Multi-Modal Modeling for Diffusion Models: Estimation, Convergence and Mixture of Experts
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Generalization of RLVR Using Causal Reasoning as a Testbed
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Towards Quantization-Aware Training for Ultra-Low-Bit Reasoning LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VARestorer: One-Step VAR Distillation for Real-World Image Super-Resolution
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DR-Submodular Maximization with Stochastic Biased Gradients: Classical and Quantum Gradient Algorithms
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rainbow Padding: Mitigating Early Termination in Instruction-Tuned Diffusion LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Steering Language Models with Weight Arithmetic
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Revisiting Sharpness-Aware Minimization: A More Faithful and Effective Implementation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Theory-Grounded Evaluation of Human-Like Fallacy Patterns in LLM Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Evolutionary Caching to Accelerate Your Off-the-Shelf Diffusion Model
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning multimodal dictionary decompositions with group-sparse autoencoders
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Estimating Worst-Case Frontier Risks of Open-Weight LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RL Squeezes, SFT Expands: A Comparative Study of Reasoning LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PILOT-Bench: Probabilistic Interaction for LLM Operations in Tool-driven Scenarios
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PoliCon: Evaluating LLMs on Achieving Diverse Political Consensus Objectives
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Aligning Collaborative View Recovery and Tensorial Subspace Learning via Latent Representation for Incomplete Multi-View Clustering
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Reassessing Layer Pruning in LLMs: New Insights and Methods
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Robust Multi-Objective Controlled Decoding of Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Latent Wavelet Diffusion For Ultra High-Resolution Image Synthesis
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MOBODY: Model-Based Off-Dynamics Offline Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Reinforcing General Reasoning Without Verifiers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PHAT: Modeling Period Heterogeneity for Multivariate Time Series Forecasting
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Dynamic Multimodal Activation Steering for Hallucination Mitigation in Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Pay Attention to CTC: Fast and Robust Pseudo-Labelling for Unified Speech Recognition
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Exploring Diverse Generation Paths via Inference-time Stiefel Activation Steering
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Risk-Sensitive Agent Compositions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Point2RBox-v3: Self-Bootstrapping from Point Annotations via Integrated Pseudo-Label Refinement and Utilization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Matching multiple experts: on the exploitability of multi-agent imitation learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Following the Navigation: Enhancing Small Language Models Contextual Reasoning with LLM Guidance
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Flatness Guided Test-Time Adaptation for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FlexLoRA: Entropy-Guided Flexible Low-Rank Adaptation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Modeling Interference for Treatment Effect Estimation in Network Dynamic Environment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A One-shot Framework for Directed Evolution of Antibodies
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Don't Settle Too Early: Self-Reflective Remasking for Diffusion Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Zero-shot Human Pose Estimation using Diffusion-based Inverse solvers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Global Resolution: Optimal Multi-Draft Speculative Sampling via Convex Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ClarifyVC: Clarifying Ambiguous Commands in Vehicle Control with a Hybrid Data Augmentation Pipeline
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Investigating Redundancy in Multimodal Large Language Models with Multiple Vision Encoders
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SiMO: Single-Modality-Operable Multimodal Collaborative Perception
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Unlocking Full Efficiency of Token Filtering in Large Language Model Training
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Batch and Sequential Unlearning for Neural Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Plug-and-Play Fidelity Optimization for Diffusion Transformer Acceleration via Cumulative Error Minimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Language and Experience: A Computational Model of Social Learning in Complex Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Efficient Estimation of Kernel Surrogate Models for Task Attribution
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Quantized Visual Geometry Grounded Transformer
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SoftCFG: Uncertainty-guided Stable Guidance for Visual Autoregressive Model
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PrefixMemory-Tuning: Modernizing Prefix-Tuning by Decoupling the Prefix from Attention
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning What Reinforcement Learning Can't: Interleaved Online Fine-Tuning for Hardest Questions
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Can Vision–Language Models Assess Graphic Design Aesthetics? A Benchmark, Evaluation, and Dataset Perspective.
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Graph Diffusion Transformers are In-Context Molecular Designers
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Fostering Video Reasoning via Next-Event Prediction
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Misaligned Roles, Misplaced Images: Structural Input Perturbations Expose Multimodal Alignment Blind Spots
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
InternSpatial: A Comprehensive Dataset for Spatial Reasoning in Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TriC-Motion: Tri-Domain Causal Modeling Grounded Text-to-Motion Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Improved Object-Centric Diffusion Learning with Registers and Contrastive Alignment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
AesCoder: Code Aesthetics with Agentic Reward Feedback
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ATGen: Adversarial Reinforcement Learning for Test Case Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Tight Bounds for Schrodinger Potential Estimation in Unpaired Data Translation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TROLL: Trust Regions Improve Reinforcement Learning for Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
What happens when generative AI models train recursively on each others' outputs?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning To Draft: Adaptive Speculative Decoding with Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VLM4VLA: Revisiting Vision-Language-Models in Vision-Language-Action Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CoCoDiff: Correspondence-Consistent Diffusion Model for Fine-grained Style Transfer
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CLUTCH: Contextualized Language model for Unlocking Text-Conditioned Hand motion modelling in the wild
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Disentangled Hierarchical VAE for 3D Human-Human Interaction Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Leveraging a Simulator for Learning Causal Representations from Post-Treatment Covariates for CATE
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Repurposing Synthetic Data for Fine-grained Search Agent Supervision
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Are Domain Generalization Benchmarks with Accuracy on the Line Misspecified?
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Light of Normals: Unified Feature Representation for Universal Photometric Stereo
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Context and Diversity Matter: The Emergence of In-Context Learning in World Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Addressing divergent representations from causal interventions on neural networks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PatchDNA: A Flexible and Biologically-Informed Alternative to Tokenization for DNA
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Atomic HINs: Entity-Attribute Duality for Heterogeneous Graph Modeling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Decision-Theoretic Approaches for Improved Learning-Augmented Algorithms
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DiVeQ: Differentiable Vector Quantization Using the Reparameterization Trick
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning Escorted Protocols For Multistate Free-Energy Estimation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Scaling Sequence-to-Sequence Generative Neural Rendering
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Constraint-guided Hardware-aware NAS through Gradient Modification
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Let OOD Feature Exploring Vast Predefined Classifiers
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MedGMAE: Gaussian Masked Autoencoders for Medical Volumetric Representation Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Diffusion Language Model Knows the Answer Before It Decodes
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
EigenScore: OOD Detection using Posterior Covariance in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Heterogeneous Agent Q-weighted Policy Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Step-Aware Residual-Guided Diffusion for EEG Spatial Super-Resolution
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Sequential to Parallel: Reformulating Dynamic Programming as GPU Kernels for Large-Scale Stochastic Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Geometric Image Editing via Effects-Sensitive In-Context Inpainting with Diffusion Transformers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Catalog-Native LLM: Speaking Item-ID dialect with Less Entanglement for Recommendation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Predictability Shapes Adaptation: An Evolutionary Perspective on Modes of Learning in Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MoRA: Mobility as the Backbone for Geospatial Representation Learning at Scale
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning Recursive Multi-Scale Representations for Irregular Multivariate Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MRMR: A Realistic and Expert-Level Multidisciplinary Benchmark for Reasoning-Intensive Multimodal Retrieval
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SpinBench: Perspective and Rotation as a Lens on Spatial Reasoning in VLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Matched Data, Better Models: Target Aligned Data Filtering with Sparse Features
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PaAno: Patch-Based Representation Learning for Time-Series Anomaly Detection
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Tackling the XAI Disagreement Problem with Adaptive Feature Grouping
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DESIGNER: Design-Logic-Guided Multidisciplinary Data Synthesis for LLM Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RESA: Bringing Back What Sparse Attention Ignores with Residual Estimation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DynaGuard: A Dynamic Guardian Model With User-Defined Policies
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Sequential Information Bottleneck Fusion: Towards Robust and Generalizable Multi-Modal Brain Tumor Segmentation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Expressive Limits of Diagonal SSMs for State-Tracking
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Implicit Models: Expressive Power Scales with Test-Time Compute
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Constructive Distortion: Improving MLLMs with Attention-Guided Image Warping
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
UrbanGS: Efficient and Scalable Architecture for Geometrically Accurate Large-Scene Reconstruction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Interaction-aware Representation Modeling With Co-Occurrence Consistency for Egocentric Hand-Object Parsing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Function Induction and Task Generalization: An Interpretability Study with Off-by-One Addition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
No Pixel Left Behind: A Detail-Preserving Architecture for Robust High-Resolution AI-Generated Image Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
OR-PRM: A Process Reward Model for Algorithmic Problem in Operations Research
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FACM: Flow-Anchored Consistency Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Extending Fourier Neural Operators for Modeling Parameterized and Coupled PDEs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Octax: Accelerated CHIP-8 Arcade Environments for Reinforcement Learning in JAX
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
KinemaDiff: Towards Diffusion for Coherent and Physically Plausible Human Motion Prediction
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LoFT: Low-Rank Adaptation That Behaves Like Full Fine-Tuning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Decomposing Representation Space into Interpretable Subspaces with Unsupervised Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FutureFill: Fast Generation from Convolutional Sequence Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Query-Aware Flow Diffusion for Graph-Based RAG with Retrieval Guarantees
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ReLaSH: Reconstructing Joint Latent Spaces for Efficient Generation of Synthetic Hypergraphs with Hyperlink Attributes
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Semi-Supervised Preference Optimization with Limited Feedback
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Tractability via Low Dimensionality: The Parameterized Complexity of Training Quantized Neural Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TrustGen: A Platform of Dynamic Benchmarking on the Trustworthiness of Generative Foundation Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GPTailor: Large Language Model Pruning Through Layer Cutting and Stitching
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FLoC: Facility Location-Based Efficient Visual Token Compression for Long Video Understanding
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ATTS: Asynchronous Test-Time Scaling via Conformal Prediction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Time Is a Feature: Exploiting Temporal Dynamics in Diffusion Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Multiplicative Diffusion Models: Beyond Gaussian Latents
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Cannistraci-Hebb Training on Ultra-Sparse Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Multifidelity Simulation-based Inference for Computationally Expensive Simulators
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Bias Similarity Measurement: A Black-Box Audit of Fairness Across LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
IncVGGT: Incremental VGGT for Memory-Bounded Long-Range 3D Reconstruction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RESCHED: Rethinking Flexible Job Shop Scheduling from a Transformer-based Architecture with Simplified States
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Model-based Offline RL via Robust Value-Aware Model Learning with Implicitly Differentiable Adaptive Weighting
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
On The Fragility of Benchmark Contamination Detection in Reasoning Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Brain-IT: Image Reconstruction from fMRI via Brain-Interaction Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VisualPrompter: Semantic-Aware Prompt Optimization with Visual Feedback for Text-to-Image Synthesis
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Guidance Watermarking for Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PCF Learned Sort: a Learning Augmented Sort Algorithm with O(nloglogn) Expected Complexity
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Tabby: A Language Model Architecture for Tabular and Structured Data Synthesis
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MambaVoiceCloning: Efficient and Expressive Text-to-Speech via State-Space Modeling and Diffusion Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Training Large Reasoning Models Efficiently via Progressive Thought Encoding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
On the Convergence Direction of Gradient Descent
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning to Generate Unit Test via Adversarial Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LEGATO: Large-scale End-to-end Generalizable Approach to Typeset OMR
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Sculptor: Empowering LLMs with Cognitive Agency via Active Context Management
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VideoAgentTrek: Computer-Use Pretraining from Unlabeled Videos
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Divid: Disentangled Spatial-Temporal Modeling within LLMs for Temporally Grounded Video Understanding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
How Muon’s Spectral Design Benefits Generalization: A Study on Imbalanced Data
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VideoReasonBench: Can MLLMs Perform Vision-Centric Complex Video Reasoning?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LeanForPhysics: Comprehensive Reasoning Framework for University-level Physics in Lean4
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Diffusion Alignment as Variataional Expectation-Maximization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Lightweight Transformer for EEG Classification via Balanced Signed Graph Algorithm Unrolling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SPG: Sandwiched Policy Gradient for Masked Diffusion Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning Data-Efficient and Generalizable Neural Operators via Fundamental Physics Knowledge
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Bird's-eye-view Informed Reasoning Driver
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Factuality Matters: When Image Generation and Editing Meet Structured Visuals
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Accelerated co-design of robots through morphological pretraining
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PACEbench: A Framework for Evaluating Practical AI Cyber-Exploitation Capabilities
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VERINA: Benchmarking Verifiable Code Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GraphUniverse: Enabling Systematic Evaluation of Inductive Generalization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Post-Training Quantization for Video Matting
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Alignment-Weighted DPO: A principled reasoning approach to improve alignment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Metis: Training LLMs with FP4 Quantization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SpineBench: A Clinically Salient, Level-Aware Benchmark Powered by the SpineMed-450k Corpus
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
NeMo-map: Neural Implicit Flow Fields for Spatio-Temporal Motion Mapping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MetaSpatial: Reinforcing 3D Spatial Reasoning in VLMs for the Metaverse
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Scaling Laws Revisited: Modeling the Role of Data Quality in Language Model Pretraining
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FastGHA: Generalized Few-Shot 3D Gaussian Head Avatars with Real-Time Animation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ProPerSim: Developing Proactive and Personalized AI Assistants through User-Assistant Simulation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rethinking JEPA: Compute‑Efficient Video Self-Supervised Learning with Frozen Teachers
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Hilbert: Recursively Building Formal Proofs with Informal Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Epistemic Uncertainty Quantification To Improve Decisions From Black-Box Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Action-aware Dynamic Pruning for Efficient Vision-Language-Action Manipulation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Variation in Verification: Understanding Verification Dynamics in Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Difference-Aware Retrieval Polices for Imitation Learning
[
Slides]
[
Poster]
[
OpenReview]
Oral Session
Sat Apr 25 11:15 AM -- 12:45 PM (PDT) None
Oral Session 6A
Oral Session
Sat Apr 25 11:15 AM -- 12:45 PM (PDT) None
Oral Session 6B
Oral Session
Sat Apr 25 11:15 AM -- 12:45 PM (PDT) None
Oral Session 6C
Oral Session
Sat Apr 25 11:15 AM -- 12:45 PM (PDT) None
Oral Session 6D
Oral Session
Sat Apr 25 11:15 AM -- 12:45 PM (PDT) None
Oral Session 6E
Oral Session
Sat Apr 25 11:15 AM -- 12:45 PM (PDT) None
Oral Session 6F
Poster Session
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Poster Session 6
Oral
Sat Apr 25 11:27 AM -- 11:37 AM (PDT) None
Differentiable Model Predictive Control on the GPU
[
OpenReview]
Oral
Sat Apr 25 11:27 AM -- 11:37 AM (PDT) None
Online Learning and Equilibrium Computation with Ranking Feedback
[
OpenReview]
Oral
Sat Apr 25 11:27 AM -- 11:37 AM (PDT) None
CyberGym: Evaluating AI Agents' Real-World Cybersecurity Capabilities at Scale
[
OpenReview]
Oral
Sat Apr 25 11:27 AM -- 11:37 AM (PDT) None
LLM DNA: Tracing Model Evolution via Functional Representations
[
OpenReview]
Oral
Sat Apr 25 11:27 AM -- 11:37 AM (PDT) None
The Spacetime of Diffusion Models: An Information Geometry Perspective
[
OpenReview]
Oral
Sat Apr 25 11:39 AM -- 11:49 AM (PDT) None
OpenApps: Simulating Environment Variations to Measure UI Agent Reliability
[
OpenReview]
Oral
Sat Apr 25 11:39 AM -- 11:49 AM (PDT) None
DCFold: Efficient Protein Structure Generation with Single Forward Pass
[
OpenReview]
Oral
Sat Apr 25 11:39 AM -- 11:49 AM (PDT) None
Triple-BERT: Do We Really Need MARL for Order Dispatch on Ride-Sharing Platforms?
[
Slides]
[
OpenReview]
Oral
Sat Apr 25 11:39 AM -- 11:49 AM (PDT) None
Non-Asymptotic Analysis of (Sticky) Track-and-Stop
[
OpenReview]
Oral
Sat Apr 25 11:39 AM -- 11:49 AM (PDT) None
Hubble: a Model Suite to Advance the Study of LLM Memorization
[
OpenReview]
Oral
Sat Apr 25 11:39 AM -- 11:49 AM (PDT) None
PetaGAIL++: Utility Optimized Private Trajectory Generation with Imitation Learning
[
OpenReview]
Oral
Sat Apr 25 11:51 AM -- 12:01 PM (PDT) None
Mixture-of-Experts Can Surpass Dense LLMs Under Strictly Equal Resource
[
OpenReview]
Oral
Sat Apr 25 11:51 AM -- 12:01 PM (PDT) None
Conformal Robustness Control: A New Strategy for Robust Decision
[
OpenReview]
Oral
Sat Apr 25 11:51 AM -- 12:01 PM (PDT) None
RedTeamCUA: Realistic Adversarial Testing of Computer-Use Agents in Hybrid Web-OS Environments
[
OpenReview]
Oral
Sat Apr 25 11:51 AM -- 12:01 PM (PDT) None
Pinet: Optimizing hard-constrained neural networks with orthogonal projection layers
[
OpenReview]
Oral
Sat Apr 25 11:51 AM -- 12:01 PM (PDT) None
Scaling Atomistic Protein Binder Design with Generative Pretraining and Test-Time Compute
[
OpenReview]
Oral
Sat Apr 25 11:51 AM -- 12:01 PM (PDT) None
Structured Flow Autoencoders: Learning Structured Probabilistic Representations with Flow Matching
[
OpenReview]
Oral
Sat Apr 25 12:03 PM -- 12:13 PM (PDT) None
Learning to Segment for Vehicle Routing Problems
[
OpenReview]
Oral
Sat Apr 25 12:03 PM -- 12:13 PM (PDT) None
CounselBench: A Large-Scale Expert Evaluation and Adversarial Benchmarking of Large Language Models in Mental Health Question Answering
[
OpenReview]
Oral
Sat Apr 25 12:03 PM -- 12:13 PM (PDT) None
FALCON: Few-step Accurate Likelihoods for Continuous Flows
[
OpenReview]
Oral
Sat Apr 25 12:03 PM -- 12:13 PM (PDT) None
Optimistic Task Inference for Behavior Foundation Models
[
OpenReview]
Oral
Sat Apr 25 12:03 PM -- 12:13 PM (PDT) None
Spherical Watermark: Encryption-Free, Lossless Watermarking for Diffusion Models
[
OpenReview]
Oral
Sat Apr 25 12:15 PM -- 12:25 PM (PDT) None
Fast training of accurate physics-informed neural networks without gradient descent
[
OpenReview]
Oral
Sat Apr 25 12:15 PM -- 12:25 PM (PDT) None
WebDevJudge: Evaluating (M)LLMs as Critiques for Web Development Quality
[
OpenReview]
Oral
Sat Apr 25 12:15 PM -- 12:25 PM (PDT) None
Enhancing Generative Auto-bidding with Offline Reward Evaluation and Policy Search
[
OpenReview]
Oral
Sat Apr 25 12:15 PM -- 12:25 PM (PDT) None
Discount Model Search for Quality Diversity Optimization in High-Dimensional Measure Spaces
[
OpenReview]
Oral
Sat Apr 25 12:27 PM -- 12:37 PM (PDT) None
AutoEP: LLMs-Driven Automation of Hyperparameter Evolution for Metaheuristic Algorithms
[
OpenReview]
Registration Desk
Sun Apr 26 04:00 AM -- 01:30 PM (PDT) @ Convention Center Foyer None
Registration Desk 1
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
Algorithmic Fairness Across Alignment Procedures and Agentic Systems
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
Scientific Methods for Understanding Deep Learning (Sci4DL)
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
Catch, Adapt, and Operate: Monitoring ML Models Under Drift
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
1st ICLR Workshop on Time Series in the Age of Large Models
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
Lifelong Agents: Learning, Aligning, Evolving
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
Agents in the Wild: Safety, Security, and Beyond
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
New Frontiers in Associative Memories
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
Post-AGI Science and Society Workshop
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
Geometry-grounded Representation Learning and Generative Modeling
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
Workshop on Logical Reasoning of Large Language Models
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
AI4MAT-ICLR-2026: ICLR 2026 Workshop on AI for Accelerated Materials Design
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
AI for Peace
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
ICLR 2026 Workshop on Multimodal Intelligence: Next Token Prediction and Beyond
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
AI&PDE: ICLR 2026 Workshop on AI and Partial Differential Equations
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
From Human Cognition to AI Reasoning: Models, Methods, and Applications
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
Unifying Concept Representation Learning
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
VerifAI-2: The Second Workshop on AI Verification in the Wild
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
3rd Workshop on Navigating and Addressing Data Problems For Foundation Models (DATA-FM)
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
ICLR 2026 Workshop on AI with Recursive Self-Improvement
Workshop
Sun Apr 26 05:00 AM -- 01:00 PM (PDT) None
AI for Mechanism Design and Strategic Decision Making (AIMS)
Break
Sun Apr 26 06:00 AM -- 06:30 AM (PDT) @ Convention Center Foyer None
Break
Lunch
Sun Apr 26 08:00 AM -- 10:00 AM (PDT) None
Lunch
Break
Sun Apr 26 11:00 AM -- 11:30 AM (PDT) @ Convention Center Foyer None
Break
Registration Desk
Mon Apr 27 04:00 AM -- 08:00 AM (PDT) @ Convention Center Foyer None
Registration Desk 1
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
Integrating Generative and Experimental Platforms for Biomolecular Design
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
ReALM-GEN: Real-World Constrained and Preference-Aligned Flow- and Diffusion-based Generative Models
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
Agentic AI in the Wild: From Hallucinations to Reliable Autonomy
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
2nd Workshop on World Models: Understanding, Modelling and Scaling
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
The First Workshop on Efficient Spatial Reasoning
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
Machine Learning for Genomics Explorations (MLGenX)
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
Workshop on Scaling Post-training for LLMs (SPOT)
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
I Can't Believe It's Not Better: Where Large Language Models need to improve
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
Principled Design for Trustworthy AI: Interpretability, Robustness, and Safety Across Modalities
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
The 2nd Workshop on Advances in Financial AI Workshop: Towards Agentic and Responsible Systems
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
ICLR 2026 Workshop on Memory for LLM-Based Agentic Systems (MemAgents)
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
Latent & Implicit Thinking – Going Beyond CoT Reasoning
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
The 2nd Workshop on Foundation Models for Science: Real-World Impact and Science-First Design
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
Learning Meaningful Representations of Life (LMRL) Workshop @ ICLR 2026
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
4th ICLR Workshop on Machine Learning for Remote Sensing
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
Deep Generative Model in Machine Learning: Theory, Principle and Efficacy （2nd Workshop）
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
Generative AI in Genomics (Gen^2): Barriers and Frontiers
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
The 3rd Workshop on Test-Time Updates (TTU)
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
Representational Alignment
Workshop
Mon Apr 27 05:00 AM -- 01:00 PM (PDT) None
Workshop on Multi-Agent Learning and Its Opportunities in the Era of Generative AI
Break
Mon Apr 27 06:00 AM -- 06:30 AM (PDT) @ Convention Center Foyer None
Break
Lunch
Mon Apr 27 08:00 AM -- 10:00 AM (PDT) None
Lunch
Break
Mon Apr 27 11:00 AM -- 11:30 AM (PDT) @ Convention Center Foyer None
Break
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