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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
Flow Caching for Autoregressive Video Generation
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FastVGGT: Fast Visual Geometry Transformer
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Bradley-Terry and Multi-Objective Reward Modeling Are Complementary
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LearnIR: Learnable Posterior Sampling for Real-World Image Restoration
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FlowAD: Ego-Scene Interactive Modeling for Autonomous Driving
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Efficient Adversarial Attacks on High-dimensional Offline Bandits
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
When Machine Learning Gets Personal: Evaluating Prediction and Explanation
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Poster]
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MVCustom: Multi-View Customized Diffusion via Geometric Latent Rendering and Completion
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Provably Explaining Neural Additive Models
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LLMs Get Lost In Multi-Turn Conversation
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SliderQuant: Accurate Post-Training Quantization for LLMs
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Understanding Collaboration Mechanism In VAE Recommender Systems
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Slides]
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Unveiling the Cognitive Compass: Theory-of-Mind–Guided Multimodal Emotion Reasoning
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Do Vision-Language Models Respect Contextual Integrity in Location Disclosure?
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Fine-Grained Activation Steering: Steering Less, Achieving More
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Locally Subspace-Informed Neural Operators for Efficient Multiscale PDE Solving
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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
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Uncertainty-Aware 3D Reconstruction for Dynamic Underwater Scenes
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Detect, Decide, Unlearn: A Transfer-Aware Framework for Continual Learning
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Efficient Zero-shot Inpainting with Decoupled Diffusion Guidance
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Nonparametric Contextual Online Bilateral Trade
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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
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Poster]
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Emergent Dexterity Via Diverse Resets and Large-Scale Reinforcement Learning
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Efficient Best-of-Both-Worlds Algorithms for Contextual Combinatorial Semi-Bandits
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Vision-Language-Action Instruction Tuning: From Understanding to Manipulation
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
BiasBusters: Uncovering and Mitigating Tool Selection Bias in Large Language Models
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
HeuriGym: An Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Temporal Sparse Autoencoders: Leveraging the Sequential Nature of Language for Interpretability
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SigmaDock: Untwisting Molecular Docking with Fragment-Based SE(3) Diffusion
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Test-Time Efficient Pretrained Model Portfolios for Time Series Forecasting
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
How Catastrophic is Your LLM? Certifying Risk in Conversation
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Rex-Thinker: Grounded Object Referring via Chain-of-Thought Reasoning
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
EmotionThinker: Prosody-Aware Reinforcement Learning for Explainable Speech Emotion Reasoning
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OpenReview]
Blog Post Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Dissecting Non-Determinism in Large Language Models
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Native Adaptive Solution Expansion for Diffusion-based Combinatorial Optimization
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AbsTopK: Rethinking Sparse Autoencoders For Bidirectional Features
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Slides]
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
World2Minecraft: Occupancy-Driven simulated scenes Construction
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Slides]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
The Price of Amortized inference in Sparse Autoencoders
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TrajTok: What makes for a good trajectory tokenizer in behavior generation?
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Spectral Bellman Method: Unifying Representation and Exploration in RL
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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
Fisher-Rao Sensitivity for Out-of-Distribution Detection in Deep Neural Networks
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CoPRS: Learning Positional Prior from Chain-of-Thought for Reasoning Segmentation
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Beyond Outliers: A Study of Optimizers Under Quantization
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GeoDiv: Framework for Measuring Geographical Diversity in Text-to-Image Models
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Graph Representational Learning: When Does More Expressivity Hurt Generalization?
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
How Reliable is Language Model Micro-Benchmarking?
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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
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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
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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
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GuirlVG: Incentivize GUI Visual Grounding via Empirical Exploration on Reinforcement Learning
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Toward Complex-Valued Neural Networks for Waveform Generation
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning Massively Multitask World Models for Continuous Control
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
The Coverage Principle: How Pre-Training Enables Post-Training
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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
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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
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Slides]
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FedOpenMatch: Towards Semi-Supervised Federated Learning in Open-Set Environments
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning Admissible Heuristics for A*: Theory and Practice
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Scaling Generalist Data-Analytic Agents
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
RAP: 3D Rasterization Augmented End-to-End Planning
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Graph Random Features for Scalable Gaussian Processes
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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
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
High-dimensional Analysis of Synthetic Data Selection
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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
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
IVEBench: Modern Benchmark Suite for Instruction-Guided Video Editing Assessment
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Scalable Second-order Riemannian Optimization for $K$-means Clustering
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Label Smoothing Improves Machine Unlearning
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Regulating Internal Evidence Flows for Robust Learning Under Spurious Correlations
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Debugging Concept Bottleneck Models through Removal and Retraining
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Reasoning without Training: Your Base Model is Smarter Than You Think
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PolicyFlow: Policy Optimization with Continuous Normalizing Flow in Reinforcement Learning
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Variational Autoencoding Discrete Diffusion with Enhanced Dimensional Correlations Modeling
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Continual Unlearning for Text-to-Image Diffusion Models: A Regularization Perspective
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
REA-RL: Reflection-Aware Online Reinforcement Learning for Efficient Reasoning
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
JAPAN: Joint Adaptive Prediction Areas with Normalising Flow
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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
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Poster]
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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
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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
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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
Negotiated Reasoning: On Provably Addressing Relative Over-Generalization
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LoRA-S: An Efficient Low Rank Adaptation scheme via Sylvester equation
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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
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AetherCode: Evaluating LLMs’ Ability to Win In Premier Programming Competitions
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A Recovery Guarantee for Sparse Neural Networks
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
OmniSTVG: Toward Spatio-Temporal Omni-Object Video Grounding
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GOLDILOCS: GENERAL OBJECT-LEVEL DETECTION AND LABELING OF CHANGES IN SCENES
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FlexProtein: Joint Sequence and Structure Pretraining for Protein Modeling
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Neural+Symbolic Approaches for Interpretable Actor-Critic Reinforcement Learning
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Unified Biomolecular Trajectory Generation via Pretrained Variational Bridge
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Multimodal Policy Internalization for Conversational Agents
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CoFact: Conformal Factuality Guarantees for Language Models under Distribution Shift
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Poster]
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OpenReview]
Blog Post Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning to Maximize Rewards via Reaching Goals
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MergeTune: Continued Fine-Tuning of 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
FlashVID: Efficient Video Large Language Models via Training-free Tree-based Spatiotemporal Token Merging
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DepthLM: Metric Depth from 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
LoopFormer: Elastic-Depth Looped Transformers for Latent Reasoning via Shortcut Modulation
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
CAGE: A Framework for Culturally Adaptive Red-Teaming Benchmark Generation
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Multi-Agent Guided Policy Optimization
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
From Markov to Laplace: How Mamba In-Context Learns Markov Chains
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GOT-Edit: Geometry-Aware Generic Object Tracking via Online Model Editing
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Rethinking Residual Errors in Compensation-based LLM Quantization
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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
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Poster]
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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
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Poster]
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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
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Spilled Energy in Large Language Models
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Soft Quality-Diversity Optimization
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Poster]
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Shift-Tolerant Allocation via Black-Litterman Using Conditional Diffusion Estimates
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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
Pretraining with hierarchical memories: separating long-tail and common knowledge
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Critical attention scaling in long-context transformers
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Time Optimal Execution of Action Chunk Policies Beyond Demonstration Speed
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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
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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?
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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
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Poster]
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PTQ4ARVG: Post-Training Quantization for AutoRegressive Visual Generation Models
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Poster]
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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
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Poster]
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
UltraViCo: Breaking Extrapolation Limits in Video Diffusion Transformers
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Geometric Graph Neural Diffusion for Stable Molecular Dynamics
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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
SocialHarmBench: Revealing LLM Vulnerabilities to Socially Harmful Requests
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Cross-Domain Lossy Compression via Rate- and Classification-Constrained Optimal Transport
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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
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Spotlight on Token Perception for Multimodal Reinforcement Learning
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
VEAttack: Downstream-agnostic Vision Encoder Attack against Large Vision Language Models
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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
SHAPO: Sharpness-Aware Policy Optimization for Safe Exploration
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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
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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
Joint Distillation for Fast Likelihood Evaluation and Sampling in Flow-based Models
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Scaling Group Inference for Diverse and High-Quality Generation
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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
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AdS-GNN - a Conformally Equivariant Graph Neural Network
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Tokenizing Single-Channel EEG with Time-Frequency Motif Learning
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Slides]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Planning with an Embodied Learnable Memory
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning under Quantization for High-Dimensional Linear Regression
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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
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
Leveraging Explanation to Improve Generalization of Meta Reinforcement Learning
[
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
Vulcan: Crafting Compact Class-Specific Vision Transformers For Edge Intelligence
[
Poster]
[
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
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
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
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
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
Predicting Kernel Regression Learning Curves from Only Raw Data Statistics
[
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
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
Translation Heads: Unveiling Attention's Role in LLM Multilingual Translation
[
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
Prior-free Tabular Test-time Adaptation
[
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
AssetFormer: Modular 3D Assets Generation with Autoregressive Transformer
[
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
Sheaves Reloaded: A Direction Awakening
[
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
CIAR: Interval-based Collaborative Decoding for Image Generation Acceleration
[
Poster]
[
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
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
Dynamic Classifier-Free Diffusion Guidance via Online Feedback
[
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
PepBenchmark: A Standardized Benchmark for Peptide Machine Learning
[
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
PRISM: Partial-label Relational Inference with Spatial and Spectral Cues
[
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
Mapping Overlaps in Benchmarks through Perplexity in the Wild
[
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
Fractional-Order Spiking Neural Network
[
Slides]
[
Poster]
[
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
Taming Hierarchical Image Coding Optimization: A Spectral Regularization Perspective
[
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
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
Entropic Confinement and Mode Connectivity in Overparameterized Neural Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Hybrid Deep Searcher: Scalable Parallel and Sequential Search Reasoning
[
Poster]
[
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
Riemannian Optimization on Relaxed Indicator Matrix Manifold
[
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
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
PerfGuard: A Performance-Aware Agent for Visual Content Generation
[
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
MoDr: Mixture-of-Depth-Recurrent Transformers for Test-Time Reasoning
[
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
Test-time Domain Generalization for Image Super-resolution
[
Poster]
[
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
Unleashing Perception-Time Scaling to Multimodal Reasoning Models
[
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
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
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
G4Splat: Geometry-Guided Gaussian Splatting with Generative Prior
[
Poster]
[
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
TokMem: Tokenized Procedural Memory for Large Language Models
[
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
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
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
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
Modal Aphasia: Can Unified Multimodal Models Describe Images From Memory?
[
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
Exploring the Potential of Encoder-free Architectures in 3D LMMs
[
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
Riemannian High-Order Pooling for Brain Foundation Models
[
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
Seeing Through Words: Controlling Visual Retrieval Quality with Language
[
Poster]
[
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
ExGRPO: Learning to Reason from Prior Successes
[
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
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
The Overthinking Predicament: When Reasoning Hurts Ranking
[
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
CIMemories: A Compositional Benchmark For Contextual Integrity In LLMs
[
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
Fast Data Mixture Optimization via Gradient Descent
[
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
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
Depth Anything 3: Recovering the Visual Space from Any Views
[
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
AutoMetrics: Approximate Human Judgments with Automatically Generated Evaluators
[
Poster]
[
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
Lookup multivariate Kolmogorov-Arnold Networks
[
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
NewtonBench: Benchmarking Generalizable Scientific Law Discovery in LLM Agents
[
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
Towards Prompt-Robust Machine-Generated Text Detection
[
Slides]
[
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
TRAJECT-Bench:A Trajectory-Aware Benchmark for Evaluating Agentic Tool Use
[
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
gen2seg: Generative Models Enable Generalizable Instance Segmentation
[
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
XQC: Well-conditioned Optimization Accelerates Deep Reinforcement Learning
[
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
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
SPACeR: Self-Play Anchoring with Centralized Reference Models
[
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
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
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
Flow Autoencoders are Effective Protein Tokenizers
[
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
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
Controllable Exploration in Hybrid-Policy RLVR for Multi-Modal Reasoning
[
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
Remaining-data-free Machine Unlearning by Suppressing Sample Contribution
[
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
Diffusion Models as Dataset Distillation Priors
[
Poster]
[
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
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
DA$^2$: Depth Anything in Any Direction
[
Poster]
[
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
Uniform Discrete Diffusion with Metric Path for Video Generation
[
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
ConRep4CO: Contrastive Representation Learning of Combinatorial Optimization Instances across Types
[
Poster]
[
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
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
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
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
Radiometrically Consistent Gaussian Surfels for Inverse Rendering
[
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
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
Steerable Adversarial Scenario Generation through Test-Time Preference Alignment
[
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
Hyperspherical Latents Improve Continuous-Token Autoregressive Generation
[
Poster]
[
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
Stability Under Scrutiny: Benchmarking Representation Paradigms for Online HD Mapping
[
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
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
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
UME-R1: Exploring Reasoning-Driven Generative Multimodal Embeddings
[
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
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
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
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
Discounted Online Convex Optimization: Uniform Regret Across a Continuous Interval
[
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
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
Vlaser: Vision-Language-Action Model with Synergistic Embodied Reasoning
[
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
ABBA-Adapters: Efficient and Expressive Fine-Tuning of Foundation Models
[
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
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
Front-Loading Reasoning: The Synergy between Pretraining and Post-Training Data
[
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
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
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
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
When Thinking Backfires: Mechanistic Insights into Reason-induced Misalignment
[
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
FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference
[
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
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
Think Then Embed: Generative Context Improves Multimodal Embedding
[
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
LipNeXt: Scaling up Lipschitz-based Certified Robustness to Billion-parameter Models
[
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
ManipEvalAgent: Promptable and Efficient Evaluation Framework for Robotic Manipulation Policies
[
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
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
Learning from Noisy Preferences: A Semi-Supervised Learning Approach to Direct Preference Optimization
[
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
GRAM-DTI: Adaptive Multimodal Representation Learning for Drug–Target Interaction Prediction
[
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
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
Hidden Patterns in Chain-of-Thought 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
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
Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Method
[
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
HiPRAG: Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation
[
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
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
Semantic Uncertainty Quantification of Hallucinations in LLMs: A Quantum Tensor Network Based Method
[
Poster]
[
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
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
Score-Based Density Estimation from Pairwise Comparisons
[
Slides]
[
Poster]
[
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
Fixing the Broken Compass: Diagnosing and Improving Inference-Time Reward Modeling
[
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
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
Autoregressive Visual Decoding from EEG Signals
[
Poster]
[
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
Adaptive Nonlinear Compression for Large Foundation Models
[
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
Provable Separations between Memorization and Generalization in Diffusion Models
[
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
TimeSeriesExamAgent: Creating TimeSeries Reasoning Benchmarks at Scale
[
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
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
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
IndicVisionBench: Benchmarking Cultural and Multilingual Understanding in VLMs
[
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
Sparse Autoencoders Trained on the Same Data Learn Different Features
[
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
Gradient-Based Program Synthesis with Neurally Interpreted Languages
[
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
Understanding and Relaxing the Limitations of Transformers for Linear Algebra
[
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
NeoBERT: A Next Generation BERT
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
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
PARD: Accelerating LLM Inference with Low‑Cost PARallel Draft Model Adaptation
[
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
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
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
VisualPRM400K: An Effective Dataset for Training Multimodal Process Reward Models
[
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
Towards Dynamic Interleaving Optimizers
[
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
Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow
[
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
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
FineNib: A Query Synthesizer For Static Analysis of Security Vulnerabilities
[
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
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
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
Pairwise is Not Enough: Hypergraph Neural Networks for Multi-Agent Pathfinding
[
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
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
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
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
End-to-end Listen, Look, Speak and Act
[
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
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
OmniText: A Training-Free Generalist for Controllable Text-Image Manipulation
[
Poster]
[
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
Learning Unified Representation of 3D Gaussian Splatting
[
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
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
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
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
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
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
Characterizing and Mitigating Reasoning Drift in Large Language Models
[
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
Ada-Diffuser: Latent-Aware Adaptive Diffusion for Decision-Making
[
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
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
WebArbiter: A Generative Reasoning Process Reward Model for Web Agents
[
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
Emergent Hierarchical Reasoning in LLMs through Reinforcement Learning
[
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
Interleave-VLA: Enhancing Robot Manipulation with Image-Text Interleaved Instructions
[
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
Model-Guided Microstimulation Steers Primate Visual Behavior
[
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
Conditional Independent Component Analysis For Estimating Causal Structure with Latent Variables
[
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
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
GDR-learners: Orthogonal Learning of Generative Models for Potential Outcomes
[
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
Adaptive Concept Discovery for Interpretable Few-Shot Text Classification
[
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
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
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
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
Long-Context Attention Benchmark: From Kernel Efficiency to Distributed Context Parallelism
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Foresight Diffusion: Improving Sampling Consistency in Predictive Diffusion Models
[
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
Content-Aware Mamba for Learned Image Compression
[
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
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
Rethinking LLM Evaluation: Can We Evaluate LLMs with 200× Less Data?
[
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
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
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
Multi-turn Evaluation of Anthropomorphic Behaviours in Large Language Models
[
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
True Self-Supervised Novel View Synthesis is Transferable
[
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
Reliable Probabilistic Forecasting of Irregular Time Series through Marginalization-Consistent Flows
[
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
Query-Guided Spatial–Temporal–Frequency Interaction for Music Audio–Visual Question Answering
[
Poster]
[
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
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
AudioTrust: Benchmarking The Multifaceted Trustworthiness of Audio Large Language Models
[
Poster]
[
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
CryoSplat: Gaussian Splatting for Cryo-EM Homogeneous Reconstruction
[
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
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
Group-Normalized Implicit Value Optimization for Language Models
[
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
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
Genie Envisioner: A Unified World Foundation Platform for Robotic Manipulation
[
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
Sequences of Logits Reveal the Low Rank Structure of Language Models
[
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
LightMem: Lightweight and Efficient Memory-Augmented Generation
[
Slides]
[
Poster]
[
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
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
Noisy but Valid: Robust Statistical Evaluation of LLMs with Imperfect Judges
[
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
Operator Theory-Driven Autoformulation of MDPs for Control of Queueing Systems
[
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
Bridging Degradation Discrimination and Generation for Universal Image Restoration
[
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
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
Long-Text-to-Image Generation via Compositional Prompt Decomposition
[
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
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
Cost-Aware Dynamic Tree Construction for Efficient Large Language Model Inference
[
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
Latent-Guided Reasoning: Empowering Small LLMs with Large-Model Thinking
[
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
Critique-Coder: Enhancing Coder Models by Critique Reinforcement Learning
[
Poster]
[
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
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
In Good GRACES: Principled Teacher Selection for Knowledge Distillation
[
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
Rethinking Layer Relevance in Large Language Models Beyond Cosine Similarity
[
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
Predicting LLM Output Length via Entropy-Guided Representations
[
Poster]
[
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
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning
[
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
IC-Custom: Diverse Image Customization via In-Context Learning
[
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
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
Detective SAM: Adaptive AI-Image Forgery Localization
[
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
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
ShapeGen4D: Towards High Quality 4D Shape Generation from Videos
[
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
Beyond Prompt-Induced Lies: Investigating LLM Deception on Benign Prompts
[
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
Highly Efficient and Effective LLMs with Multi-Boolean Architectures
[
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
Enhancing Multi-Image Understanding through Delimiter Token Scaling
[
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
MIDAS: Multi-Image Dispersion and Semantic Reconstruction for Jailbreaking MLLMs
[
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
Hedonic Neurons: A Mechanistic Mapping of Latent Coalitions in Transformer MLPs
[
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
Reevaluating Policy Gradient Methods for Imperfect-Information Games
[
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
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
villa-X: Enhancing Latent Action Modeling in Vision-Language-Action Models
[
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
OmniNav: A Unified Framework for Prospective Exploration and Visual-Language Navigation
[
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
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
Towards True Speech-to-Speech Models Without Text Guidance
[
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
Analyzing and Evaluating Unbiased Language Model Watermark
[
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
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
SNaX: sparse narrow accelerated mixture of experts
[
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
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
Cache-to-Cache: Direct Semantic Communication Between Large Language Models
[
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
LatentQA: Teaching LLMs to Decode Activations Into Natural Language
[
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
Distributed Algorithms for Euclidean Clustering
[
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
Automata Learning and Identification of the Support of Language Models
[
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
LLM-Guided Evolutionary Program Synthesis for Quasi-Monte Carlo Design
[
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
Dynamics-Predictive Sampling for Active RL Finetuning of Large Reasoning Models
[
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
Understanding and Improving Hyperbolic Deep Reinforcement Learning
[
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
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
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
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
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
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
A Problem-Oriented Perspective and Anchor Verification for Code Optimization
[
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
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
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
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
Large Language Model Compression with Global Rank and Sparsity Optimization
[
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
Robust Adversarial Quantification via Conflict-Aware Evidential Deep Learning
[
Slides]
[
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
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
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
Lipschitz Bandits with Stochastic Delayed Feedback
[
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
Autoencoding-Free Context Compression for LLMs via Contextual Semantic Anchors
[
Poster]
[
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
SpatiaLab: Can Vision–Language Models Perform Spatial Reasoning in the Wild?
[
OpenReview]
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
Temporal Test-Time Adaptation with State-Space Models
[
Poster]
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
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
Bi-Lipschitz Autoencoder With Injectivity Guarantee
[
Slides]
[
Poster]
[
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
Token-Importance Guided Direct Preference Optimization
[
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
Rote Learning Considered Useful: Generalizing over Memorized Data in LLMs
[
Poster]
[
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
WARC-Bench: Web Archive based Benchmark for GUI Subtask Executions
[
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
Steering Autoregressive Music Generation with Recursive Feature Machines
[
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
Towards Safe Reasoning in Large Reasoning Models via Corrective Intervention
[
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
Multi-LLM Adaptive Conformal Inference for Reliable LLM Response
[
Slides]
[
Poster]
[
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
Membrane Potential Perturbation Dynamic Is Total Variation
[
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
LD-MoLE: Learnable Dynamic Routing for Mixture of LoRA Experts
[
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
SIPDO: Closed-Loop Prompt Optimization via Synthetic Data Feedback
[
Slides]
[
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
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
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
On learning linear dynamical systems in context with attention layers
[
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
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
Long Chain-of-Thought Reasoning Across Languages
[
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
Echo: Towards Advanced Audio Comprehension via Audio-Interleaved Reasoning
[
Slides]
[
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
Bridging Draft Policy Misalignment: Group Tree Optimization for Speculative Decoding
[
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
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
LaplacianFormer:Rethinking Linear Attention with Laplacian Kernel
[
Slides]
[
Poster]
[
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
What's In My Human Feedback? Learning Interpretable Descriptions of Preference Data
[
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
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
Random-projection ensemble dimension reduction
[
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
Boosting Open Set Recognition Performance through Modulated Representation Learning
[
Slides]
[
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
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
Enhanced Generative Model Evaluation with Clipped Density and Coverage
[
Poster]
[
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
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
A Schrödinger Eigenfunction Method for Long-Horizon Stochastic Optimal Control
[
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
LumiTex: Towards High-Fidelity PBR Texture Generation with Illumination Context
[
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
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
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
Visual Self-Refine: A Pixel-Guided Paradigm for Accurate Chart Parsing
[
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
DeNOTS: Stable Deep Neural ODEs for Time Series
[
Poster]
[
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
Latent Adaptation of Foundation Policies for Sim-to-Real Transfer
[
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
Regret-Guided Search Control for Efficient Learning in AlphaZero
[
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
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
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
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
STream3R: Scalable Sequential 3D Reconstruction with Causal Transformer
[
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
GAVEL: Towards Rule-Based Safety through Activation Monitoring
[
Slides]
[
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
EMFuse: Energy-based Model Fusion for Decision Making
[
Poster]
[
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
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
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
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
Parallel-R1: Towards Parallel Thinking via 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
Frequency-Balanced Retinal Representation Learning with Mutual Information Regularization
[
Poster]
[
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
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
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
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
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
Provably Tracking Equivalent Mechanistic Interpretations Across Neural Networks
[
Slides]
[
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
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
Better Together: Leveraging Unpaired Multimodal Data for Stronger Unimodal Models
[
Poster]
[
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
RankLLM: Weighted Ranking of LLMs by Quantifying Question Difficulty
[
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
GHOST: Hallucination-Inducing Image Generation for Multimodal LLMs
[
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
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
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
Task-Adaptive Parameter-Efficient Fine-Tuning for Weather Foundation Models
[
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
CubeBench: Diagnosing Interactive, Long-Horizon Physical Intelligence under Partial Observations
[
Poster]
[
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
Concept-Aware Privacy Mechanisms for Defending Embedding Inversion Attacks
[
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
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
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
Doctor-R1: Mastering Clinical Inquiry with Experiential Agentic Reinforcement Learning
[
Poster]
[
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
Adaptive Width Neural Networks
[
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
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
xLSTM Scaling Laws: Competitive Performance with Linear Time-Complexity
[
Slides]
[
Poster]
[
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
Scalable and Adaptive Trust-Region Learning via Projection Convex Hull
[
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
GeoGramBench: Benchmarking the Geometric Program Reasoning in Modern LLMs
[
Poster]
[
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
Learning Brain Representation with Hierachical Visual Embeddings
[
Poster]
[
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
Improving Discrete Diffusion Unmasking Policies Beyond Explicit Reference Policies
[
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
Toward Faithful Retrieval-Augmented Generation with Sparse Autoencoders
[
Slides]
[
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
Learning Ising Models under Hard Constraints using One Sample
[
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
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
Zero-Shot Adaptation of Behavioral Foundation Models to Unseen Dynamics
[
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
SysMoBench: Evaluating AI on Formally Specifying Complex Real-World Systems
[
Slides]
[
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
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
Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains
[
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
Speech World Model: Causal State–Action Planning with Explicit Reasoning for Speech
[
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
vCache: Verified Semantic Prompt Caching
[
Slides]
[
Poster]
[
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
MLP Memory: A Retriever-Pretrained Memory for Large Language Models
[
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
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
Knowledgeable Language Models as Black-Box Optimizers for Personalized Medicine
[
Slides]
[
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
Measuring the Intrinsic Dimension of Earth Representations
[
Slides]
[
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
Test-Time Training Done Right
[
Poster]
[
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
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
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
COSMO-INR: Complex Sinusoidal Modulation for Implicit Neural Representations
[
Poster]
[
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
Laplacian Multi-scale Flow Matching for Generative Modeling
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
NeuralOS: Towards Simulating Operating Systems via Neural Generative Models
[
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
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
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
Solving Parameter-Robust Avoid Problems with Unknown Feasibility using Reinforcement Learning
[
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
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
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
A Representer Theorem for Hawkes Processes via Penalized Least Squares Minimization
[
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
Self-Improving Skill Learning for Robust Skill-based Meta-Reinforcement Learning
[
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
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
Matching without Group Barrier for Heterogeneous Treatment Effect Estimation
[
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
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
Privacy-Protected Causal Survival Analysis Under Distribution Shift
[
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
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
Privacy Beyond Pixels: Latent Anonymization for Privacy-Preserving Video Understanding
[
Poster]
[
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
Bayesian Influence Functions for Hessian-Free Data Attribution
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
HeurekaBench: A Benchmarking Framework for AI Co-scientist
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Scalable Offline Model-Based RL with Action Chunks
[
Slides]
[
Poster]
[
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
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
DisTaC: Conditioning Task Vectors via Distillation for Robust Model Merging
[
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
Video-LevelGauge: Investigating Contextual Positional Bias in Video 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
Curvature-Guided Task Synergy for Skeleton based Temporal Action Segmentation
[
Poster]
[
OpenReview]
Poster
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
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Improving Attributed Long-form Question Answering with Intent Awareness
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
NFT: Bridging Supervised Learning and Reinforcement Learning in Math Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Asynchronous Policy Gradient Aggregation for Efficient Distributed Reinforcement Learning
[
Poster]
[
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
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ImageDoctor: Diagnosing Text-to-Image Generation via Grounded Image Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Get RICH or Die Scaling: Profitably Trading Inference Compute for Robustness
[
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
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GIR-Bench: Versatile Benchmark for Generating Images with Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SDErasure: Concept-Specific Trajectory Shifting for Concept Erasure via Adaptive Diffusion Classifier
[
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
Eliminating VAE for Fast and High-Resolution Generative Detail Restoration
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SEED: Towards More Accurate Semantic Evaluation for Visual Brain Decoding
[
Slides]
[
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
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Beyond Pass@ 1: Self-Play with Variational Problem Synthesis Sustains RLVR
[
OpenReview]
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
[
Poster]
[
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
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
OPPO: Accelerating PPO-based RLHF via Pipeline Overlap
[
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
Bridging ML and algorithms: comparison of hyperbolic embeddings
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ORCaS: Unsupervised Depth Completion via Occluded Region Completion as Supervision
[
OpenReview]
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
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Inducing Dyslexia in Vision Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Sample Lottery: Unsupervised Discovery of Critical Instances for LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Exploring the Basin-Like Loss Landscape in Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
A New Initialization to Control Gradients in Sinusoidal Neural Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Towards All-Atom Foundation Models for Biomolecular Binding Affinity Prediction
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Beyond Entity Correlations: Disentangling Event Causal Puzzles in Temporal Knowledge Graphs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
FARI: Robust One-Step Inversion for Watermarking in Diffusion Models
[
Slides]
[
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!
[
Poster]
[
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
[
Poster]
[
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
[
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
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Inferring the Invisible: Neuro-Symbolic Rule Discovery for Missing Value Imputation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
RM-R1: Reward Modeling as Reasoning
[
Slides]
[
Poster]
[
OpenReview]
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
ProstaTD: Bridging Surgical Triplet from Classification to Fully Supervised Detection
[
Slides]
[
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
CNN Interpretability with Multivector Tucker Saliency Maps for Self-Supervised Models
Poster
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
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
Assessing Robustness via Score-Based Adversarial Image Generation
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Directed Exploration in Reinforcement Learning from Linear Temporal Logic
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Learning Deformable Body Interactions With Adaptive Spatial Tokenization
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
Beyond Length: Quantifying Long-Range Information for Long-Context LLM Pretraining Data
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Distributed Quasi-Newton Method for Fair and Fast Federated Learning
[
Slides]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Discrete Audio Tokens: More Than a Survey!
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Auto-RT: Automatic Jailbreak Strategy Exploration for Red-Teaming Large Language Models
[
OpenReview]
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
Deft Scheduling of Dynamic Cloud Workflows with Varying Deadlines via Mixture-of-Experts
[
Poster]
[
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
LoongRL: Reinforcement Learning for Advanced Reasoning over Long Contexts
[
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
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
ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing
[
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
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
Vid-LLM: A Compact Video-based 3D Multimodal LLM with Reconstruction–Reasoning Synergy
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
GenCompositor: Generative Video Compositing with Diffusion Transformer
[
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
Where Did It Go Wrong? Attributing Undesirable LLM Behaviors via Representation Gradient Tracing
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
EigenBench: A Comparative Behavioral Measure of Value Alignment
[
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
[
Slides]
[
Poster]
[
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
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
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
Truthfulness Despite Weak Supervision: Evaluating and Training LLMs Using Peer Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Auditing Black-Box LLM APIs with a Rank-Based Uniformity Test
[
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
MoGen: Detailed Neuronal Morphology Generation via Point Cloud Flow Matching
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Evolving Graph Structured Programs for Circuit Generation with Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Monocular Normal Estimation via Shading Sequence Estimation
[
Poster]
[
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
Learning from Historical Activations in Graph Neural Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Efficient Spatially-Variant Convolution via Differentiable Sparse Kernel Complex
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Synthesising Counterfactual Explanations via Label-Conditional Gaussian Mixture Variational Autoencoders
[
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
[
OpenReview]
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
Nef-Net+: Adapting Electrocardio Panorama in the wild
[
Poster]
[
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
DRPO: Efficient Reasoning via Decoupled Reward Policy Optimization
[
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
Beyond Uniformity: Sample and Frequency Meta Weighting for Post-Training Quantization of Diffusion Models
[
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
[
Poster]
[
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
Entropy-Monitored Kernelized Token Distillation for Audio-Visual Compression
[
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
Can we generate portable representations for clinical time series data using LLMs?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Exposing Weaknesses of Large Reasoning Models through Graph Algorithm Problems
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Adaptive Methods Are Preferable in High Privacy Settings: An SDE Perspective
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Procedural Mistake Detection via Action Effect Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
MAGREF: Masked Guidance for Any-Reference Video Generation with Subject Disentanglement
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Unified Vision-Language-Action Model
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Threading Keyframe with Narratives: MLLMs as Strong Long Video Comprehenders
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AnyBCQ: Hardware Efficient Flexible Binary-Coded Quantization for Multi-Precision LLMs
[
Poster]
[
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
VerifyBench: Benchmarking Reference-based Reward Systems for Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
QuoKA: Query-Oriented KV Selection for Efficient LLM Prefill
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Dual-Path Condition Alignment for Diffusion Transformers
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Robust LLM Unlearning via Post Judgment and Multi-round Thinking
[
Poster]
[
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
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Linear Mechanisms for Spatiotemporal Reasoning in Vision Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LEXam: Benchmarking Legal Reasoning on 340 Law Exams
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Optimizing Agent Planning for Security and Autonomy
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Fewer Weights, More Problems: A Practical Attack on LLM Pruning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Watermarking Diffusion Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Layerwise Federated Learning for Heterogeneous Quantum Clients using Quorus
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
PMDformer: Patch-Mean Decoupling Transformer for Long-term Forecasting
[
Poster]
[
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
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
EEPO: Exploration-Enhanced Policy Optimization via Sample-Then-Forget
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ReVeal: Self-Evolving Code Agents via Reliable Self-Verification
[
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
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Vertically Unified Agents for Graph Retrieval-Augmented Complex Reasoning
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SSDi8: Accurate and Efficient 8-bit Quantization for State Space Duality
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Online Inventory Optimization in Non-Stationary Environment
[
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
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
LMask: Learn to Solve Constrained Routing Problems with Lazy Masking
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Midway Network: Learning Representations for Recognition and Motion from Latent Dynamics
[
Slides]
[
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
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Byzantine-Robust Federated Learning with Learnable Aggregation Weights
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Align-SAM: Seeking Flatter Minima for Better Cross-Subset Alignment
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
SlotGCG: Exploiting the Positional Vulnerability in LLMs for Jailbreak Attacks
[
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
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Reading Images Like Texts: Sequential Image Understanding in Vision-Language Models
[
Poster]
[
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
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
AutoDA-Timeseries: Automated Data Augmentation for Time Series
[
Poster]
[
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
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Knowledge Distillation as Decontamination? Revisiting the “Data Laundering” Concern
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
ASGuard: Activation-Scaling Guard to Mitigate Targeted Jailbreaking Attack
[
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
Evaluating GFlowNet from partial episodes for stable and flexible policy-based training
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Personalized Feature Translation for Expression Recognition: An Efficient Source-Free Domain Adaptation Method
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
Fair Classification by Direct Intervention on Operating Characteristics
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) None
TIMESLIVER : SYMBOLIC-LINEAR DECOMPOSITION FOR EXPLAINABLE TIME SERIES CLASSIFICATION
[
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
CLEAR: Calibrated Learning for Epistemic and Aleatoric Risk
[
Slides]
[
Poster]
[
OpenReview]
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