Toggle Poster Visibility
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Accelerated co-design of robots through morphological pretraining
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SoftCFG: Uncertainty-guided Stable Guidance for Visual Autoregressive Model
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Remotely Detectable Robot Policy Watermarking
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ProReGen: Progressive Residual Generation under Attribute Correlations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Towards a Sharp Analysis of Learning Offline $f$-Divergence-Regularized Contextual Bandits
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Action Chunking and Data Augmentation Yield Exponential Improvements for Imitation Learning in Continuous Spaces
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Beyond Linear Probes: Dynamic Safety Monitoring for Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Efficient Ensemble Conditional Independence Test Framework for Causal Discovery
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Binomial Gradient-Based Meta-Learning for Enhanced Meta-Gradient Estimation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LINK: Learning Instance-level Knowledge from Vision-Language Models for Human-Object Interaction Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
H$^3$DP: Triply‑Hierarchical Diffusion Policy for Visuomotor Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Negative Pre-activations Differentiate Syntax
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Harnessing Hyperbolic Geometry for Harmful Prompt Detection and Sanitization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Difficult Examples Hurt Unsupervised Contrastive Learning: A Theoretical Perspective
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
UnLoc: Leveraging Depth Uncertainties for Floorplan Localization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From What to Why: A Multi-Agent System for Evidence-based Chemical Reaction Condition Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Curation Leaks: Membership Inference Attacks against Data Curation for Machine Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Navigating the Latent Space Dynamics of Neural Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
pySpatial: Generating 3D Visual Programs for Zero-Shot Spatial Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Improving Online-to-Nonconvex Conversion for Smooth Optimization via Double Optimism
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Libra: Effective yet Efficient Load Balancing for Large-scale MoE Inference
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Stable Video Infinity: Infinite-Length Video Generation with Error Recycling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Exploiting Low-Dimensional Manifold of Features for Few-shot Whole Slide Image Classification
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Tokens to Nodes: Semantic-Guided Motion Control for Dynamic 3D Gaussian Splatting
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rectifying LLM Thought from Lens of Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
OptimSyn: Influence-Guided Rubrics Optimization for Synthetic Data Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
BioX-Bridge: Model Bridging for Unsupervised Cross-Modal Knowledge Transfer across Biosignals
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Deconstructing Positional Information: From Attention Logits to Training Biases
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MotionStream: Real-Time Video Generation with Interactive Motion Controls
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
d$^2$Cache: Accelerating Diffusion-Based LLMs via Dual Adaptive Caching
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
BeyondBench: Benchmark-Free Evaluation of Reasoning in Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Not All Clients Are Equal: Collaborative Model Personalization on Heterogeneous Multi-Modal Clients
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Building a Foundational Guardrail for General Agentic Systems via Synthetic Data
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Neodragon: Mobile Video Generation Using Diffusion Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PreciseCache: Precise Feature Caching for Efficient and High-fidelity Video Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Value of Information in Human-AI Decision-making
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Two (narrow) heads are better than (an arbitrarily wide) one
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Open-Set Semantic Gaussian Splatting SLAM with Expandable Representation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Towards Generalizable PDE Dynamics Forecasting via Physics-Guided Invariant Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RefTool: Reference-Guided Tool Creation for Knowledge-Intensive Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Mechanism of Task-oriented Information Removal in In-context Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Deleuzian Representation Hypothesis
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RouterArena: An Open Platform for Comprehensive Comparison of LLM Routers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Compositional Generalization through Gradient Search in Nonparametric Latent Space
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FrugalRAG: Less is More in RL Finetuning for Multi-hop Question Answering
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
AtC: Aggregate-then-Calibrate for Human-centered Assessment
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ODE-GS: Latent ODEs for Dynamic Scene Extrapolation with 3D Gaussian Splatting
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Completing Missing Annotation: Multi-Agent Debate for Accurate and Scalable Relevant Assessment for IR Benchmarks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning to Answer from Correct Demonstrations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
AQER: A Scalable and Efficient Data Loader for Digital Quantum Computers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
HiMAE: Hierarchical Masked Autoencoders Discover Resolution-Specific Structure in Wearable Time Series
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Beyond Sequential Reranking: Reranker-Guided Search Improves Reasoning Intensive Retrieval
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SimULi: Real-Time LiDAR and Camera Simulation with Unscented Transforms
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FlexiCodec: A Dynamic Neural Audio Codec for Low Frame Rates
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DR-GGAD: Dual Residual Centering for Mitigating Anomaly Non‑Discriminativity in Generalist Graph Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Composable Sparse Subnetworks via Maximum-Entropy Principle
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Dissecting Representation Misalignment in Contrastive Learning via Influence Function
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Scalable Distributed Framework for Multimodal GigaVoxel Image Registration
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
UrbanFeel：A Comprehensive Benchmark for Temporal and Perceptual Understanding of City Scenes through Human Perspective
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A^2TG: Adaptive Anisotropic Textured Gaussians for Efficient 3D Scene Representation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Self-Supervised Evolution Operator Learning for High-Dimensional Dynamical Systems
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Joint Shadow Generation and Relighting via Light-Geometry Interaction Maps
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Object-Centric World Models from Few-Shot Annotations for Sample-Efficient Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Photon: Speedup Volume Understanding with Efficient Multimodal Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ICaRus: Identical Cache Reuse for Efficient Multi-Model Inference
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Explore-on-Graph: Incentivizing Autonomous Exploration of Large Language Models on Knowledge Graphs with Path-refined Reward Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Enhancing Geometric Perception in VLMs via Translator-Guided Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Inheriting Generalizable Knowledge from LLMs to Diverse Vertical Tasks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Strongly Convex Sets in Riemannian Manifolds
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Noise-Aware Generalization: Robustness to In-Domain Noise and Out-of-Domain Generalization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Dual-Objective Reinforcement Learning with Novel Hamilton-Jacobi-Bellman Formulations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Understanding the Dynamics of Forgetting and Generalization in Continual Learning via the Neural Tangent Kernel
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Efficient Multimodal Spatial Reasoning via Dynamic and Asymmetric Routing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Why Less is More (Sometimes): A Theory of Data Curation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PlantRSR: A New Plant Dataset and Method for Reference-based Super-Resolution
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
InfoDet: A Dataset for Infographic Element Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Efficient Sliced Wasserstein Distance Computation via Adaptive Bayesian Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Emergent Misalignment is Easy, Narrow Misalignment is Hard
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Value Gradient Flow: Behavior-Regularized RL without Regularization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DrivingGen: A Comprehensive Benchmark for Generative Video World Models in Autonomous Driving
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Geometry Forcing: Marrying Video Diffusion and 3D Representation for Consistent World Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LLMs Must Think Thrice to Solve Executable Counterfactuals
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Refine Drugs, Don’t Complete Them: Uniform-Source Discrete Flows for Fragment-Based Drug Discovery
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Set Representation Auxiliary Learning with Adversarial Encoding Perturbation and Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RECODE: A Benchmark for Research Code DEvelopment with Interactive Human Feedback
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Post-training Large Language Models for Diverse High-Quality Responses
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
NerVE: Nonlinear Eigenspectrum Dynamics in LLM Feed-Forward Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Foundation Models for Causal Inference via Prior-Data Fitted Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Instilling an Active Mind in Avatars via Cognitive Simulation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Grokking in LLM Pretraining? Monitor Memorization-to-Generalization without Test
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Optimal transport unlocks end-to-end learning for single-molecule localization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A tale of two tails: Preferred and anti-preferred natural stimuli in visual cortex
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Beyond Pairwise: Empowering LLM Alignment With (Ranked) Choice Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
AlphaAlign: Incentivizing Safety Alignment with Extremely Simplified Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RankFlow: Property-aware Transport for Protein Optimization
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Trajectory-aware Shifted State Space Models for Online Video Super-Resolution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FRIEDA: Benchmarking Multi-Step Cartographic Reasoning in Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Presenting a Paper is an Art: Self-Improvement Aesthetic Agents for Academic Presentations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LiveMoments: Reselected Key Photo Restoration in Live Photos via Reference-guided Diffusion
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Triangle Multiplication is All You Need for Biomolecular Structure Representations
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Optimizer Choice Matters For The Emergence of Neural Collapse
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Overcoming Joint Intractability with Lossless Hierarchical Speculative Decoding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
IGGT: Instance-Grounded Geometry Transformer for Semantic 3D Reconstruction
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Polynomial Convergence of Riemannian Diffusion Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Perception-Aware Policy Optimization for Multimodal Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Aligned Novel View Image and Geometry Synthesis via Cross-modal Attention Instillation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Path Channels and Plan Extension Kernels: a Mechanistic Description of Planning in a Sokoban RNN
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
InfoTok: Adaptive Discrete Video Tokenizer via Information-Theoretic Compression
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Theoretical Analysis of Mamba’s Training Dynamics: Filtering Relevant Features for Generalization in State Space Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RAEE: A Robust Retrieval-Augmented Early Exit Framework for Efficient Inference
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Is In-Context Learning Learning?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ProtoTS: Learning Hierarchical Prototypes for Explainable Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Characterizing the Discrete Geometry of ReLU Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Expert Heads: Robust Evidence Identification for Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rethinking Unsupervised Cross-modal Flow Estimation: Learning from Decoupled Optimization and Consistency Constraint
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Primary-Fine Decoupling for Action Generation in Robotic Imitation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Multiplayer Nash Preference Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RegionE: Adaptive Region-Aware Generation for Efficient Image Editing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TraPO: A Semi-Supervised Reinforcement Learning Framework for Boosting LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ScalingCache: Extreme Acceleration of DiTs through Difference Scaling and Dynamic Interval Caching
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LycheeDecode: Accelerating Long-Context LLM Inference via Hybrid-Head Sparse Decoding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DSA: Efficient Inference For Video Generation Models via Distributed Sparse Attention
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
UniHand: A Unified Model for Diverse Controlled 4D Hand Motion Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Sparse but Critical: A Token-Level Analysis of Distributional Shifts in RLVR Fine-Tuning of LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
APPLE: Toward General Active Perception via Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning to Reason in Structured In-context Environments with Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Tree-based Dialogue Reinforced Policy Optimization for Red-Teaming Attacks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ProofFlow: A Dependency Graph Approach to Faithful Proof Autoformalization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Unlocking the Value of Text: Event-Driven Reasoning and Multi-Level Alignment for Time Series Forecasting
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Training LLMs with LogicReward for Faithful and Rigorous Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SE-Diff: Simulator and Experience Enhanced Diffusion Model for Comprehensive ECG Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Parallel Sampling from Masked Diffusion Models via Conditional Independence Testing
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
KaVa: Latent Reasoning via Compressed KV-Cache Distillation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A High Quality Dataset and Reliable Evaluation for Interleaved Image-Text Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Pareto Variational Autoencoder
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Mind's Transformer: Computational Neuroanatomy of LLM-Brain Alignment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
AlphaAgentEvo: Evolution-Oriented Alpha Mining via Self-Evolving Agentic Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Why Keep Your Doubts to Yourself? Trading Visual Uncertainties in Multi-Agent Bandit Systems
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
OrthAlign: Orthogonal Subspace Decomposition for Non-Interfering Multi-Objective Alignment
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Can LLMs Refuse Questions They Do Not Know? Measuring Knowledge-Aware Refusal in Factual Tasks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LEGACY: A Lightweight Dynamic Gradient Compression Strategy for Distributed Deep Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DriveAgent-R1: Advancing VLM-based Autonomous Driving with Active Perception and Hybrid Thinking
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Strategic Dishonesty Can Undermine AI Safety Evaluations of Frontier LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
BOTS: A Unified Framework for Bayesian Online Task Selection in LLM Reinforcement Finetuning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Personalized Reasoning: Just-in-time Personalization and Why LLMs Fail at It
[
OpenReview]
Blog Post Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Defining and quantifying compositional structure
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
All Patches Matter, More Patches Better: Enhance AI-Generated Image Detection via Panoptic Patch Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Generalizable Coarse-to-Fine Robot Manipulation via Language-Aligned 3D Keypoints
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FlyPrompt: Brain-Inspired Random-Expanded Routing with Temporal-Ensemble Experts for General Continual Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VidBridge-R1: Bridging QA and Captioning for RL-based Video Understanding Models with Intermediate Proxy Tasks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FIRE: Frobenius-Isometry Reinitialization for Balancing the Stability–Plasticity Tradeoff
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Landing with the Score: Riemannian Optimization through Denoising
[
OpenReview]
Blog Post Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Computer Use Survey - A Visual Survey of Computer Use Agents
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
AtlasKV: Augmenting LLMs with Billion-Scale Knowledge Graphs in 20GB VRAM
[
Slides]
[
OpenReview]
Blog Post Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Revisiting the NetHack Learning Environment
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Overparametrization bends the landscape: BBP transitions at initialization in simple Neural Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
WARP: Weight Teleportation for Attack-Resilient Unlearning Protocols
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ImpossibleBench: Measuring LLMs' Propensity of Exploiting Test Cases
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LiveResearchBench: Benchmarking Single- and Multi-Agent Systems for Citation-Grounded Deep Research
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PCB-Bench: Benchmarking LLMs for Printed Circuit Board Placement and Routing
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Agentic Collaboration as an Information Bottleneck Problem
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ATLAS: Adaptive Transfer Scaling Laws for Multilingual Pretraining, Finetuning, and Decoding the Curse of Multilinguality
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Lumos-1: On Autoregressive Video Generation with Discrete Diffusion from a Unified Model Perspective
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Sublinear Spectral Clustering Oracle with Little Memory
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Selection, Reflection and Self-Refinement: Revisit Reasoning Tasks via a Causal Lens
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PAS: Estimating the target Accuracy before domain adaptation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Self-Guided Low Light Object Detection Framework
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Topology Matters in RTL Circuit Representation Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
One-Shot Exemplars for Class Grounding in Self-Supervised Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
On the Spectral Differences Between NTK and CNTK and Their Implications for Point Cloud Recognition
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Taming the Fragility of KV Cache Eviction in LLM Inference
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TESSAR: Geometry-Aware Active Regression via Dynamic Voronoi Tessellation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
StreamingThinker: Large Language Models Can Think While Reading
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Dynamic Novel View Synthesis in High Dynamic Range
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Private Rate-Constrained Optimization with Applications to Fair Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Heterogeneous Federated Fine-Tuning with Parallel One-Rank Adaptation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DTP: Delta-Guided Two Stage Pruning for Mamba-based Multimodal Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MRAD: Zero-Shot Anomaly Detection with Memory-Driven Retrieval
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Counterfactual Reasoning for Retrieval-Augmented Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TRACE: Your Diffusion Model is Secretly an Instance Edge Detector
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Routing Channel-Patch Dependencies in Time Series Forecasting with Graph Spectral Decomposition
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Stop Tracking Me! Proactive Defense Against Attribute Inference Attack in LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Using maximal information auxiliary variables to improve synthetic data generation based on TabPFN foundation models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Federated Generalized Expectation-Maximization Algorithm for Mixture Models with an Unknown Number of Components
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Pisces: Cryptography-based Private Retrieval-Augmented Generation with Dual-Path Retrieval
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
More Thought, Less Accuracy? On the Dual Nature of Reasoning in Vision-Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Contextual and Seasonal LSTMs for Time Series Anomaly Detection
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Evaluation to Defense: Advancing Safety in Video Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Jackpot: Align Actor-Policy Distribution for scalable and stable RL for LLM
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ATLAS: Alibaba Dataset and Benchmark for Learning-Augmented Scheduling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LucidFlux: Caption-Free Universal Image Restoration via a Large-Scale Diffusion Transformer
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Not Search, But Scan: Benchmarking MLLMs on Scan-Oriented Academic Paper Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
HSIC Bottleneck for Cross-Generator and Domain-Incremental Synthetic Image Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Vicious to Virtuous Cycles: Synergistic Representation Learning for Unsupervised Video Object-Centric Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DM4CT: Benchmarking Diffusion Models for Computed Tomography Reconstruction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Plan and Budget: Effective and Efficient Test-Time Scaling on Reasoning Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Attention Is All You Need for KV Cache in Diffusion LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RegionReasoner: Region-Grounded Multi-Round Visual Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Test-Time Optimization of 3D Point Cloud LLM via Manifold-Aware In-Context Guidance and Refinement
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
StepORLM: A Self-Evolving Framework With Generative Process Supervision For Operations Research Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
WIMFRIS: WIndow Mamba Fusion and Parameter Efficient Tuning for Referring Image Segmentation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Influence Dynamics and Stagewise Data Attribution
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
To Infinity and Beyond: Tool-Use Unlocks Length Generalization in State Space Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Generalized Geometric Theoretical Framework of Centroid Discriminant Analysis for Linear Classification of Multi-dimensional Data
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Fluent Alignment with Disfluent Judges: Post-training for lower-resource languages
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
OmniActor: A Generalist GUI and Embodied Agent for 2D&3D Worlds
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Critique-RL: Training Critiquing Language Models Through Two-Stage RL for Improved Discrimination and Constructive Feedback
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive Evaluation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CompassNav: Steering From Path Imitation to Decision Understanding In Navigation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FedMuon: Federated Learning with Bias-corrected LMO-based Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SP-VLA: A Joint Model Scheduling and Token Pruning Approach for VLA Model Acceleration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Branched Schrödinger Bridge Matching
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Guardrail for Safety Preservation: When Safety-Sensitive Subspace Meets Harmful-Resistant Null-Space
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DeRaDiff: Denoising Time Realignment of Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Enhancing Shortcut Models with Cumulative Self-Consistency Loss for One-Step Diffusion
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Micro-Macro Retrieval: Reducing Long-Form Hallucination in Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DADA: Dual Averaging with Distance Adaptation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Temporal Geometry of Deep Networks: Hyperbolic Representations of Training Dynamics for Intrinsic Explainability
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Single-Loop Byzantine-Resilient Federated Bilevel Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DiffuGuard: How Intrinsic Safety is Lost and Found in Diffusion Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Asynchronous Matching with Dynamic Sampling for Multimodal Dataset Distillation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PCLR: Progressively Compressed LoRA for Multimodal Continual Instruction Tuning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TEN-DM: Topology-Enhanced Diffusion Model for Spatio-Temporal Event Prediction
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
iLLaVA: An Image is Worth Fewer Than 1/3 Input Tokens in Large Multimodal Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Adversarial Attacks Already Tell the Answer: Directional Bias-Guided Test-time Defense for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CLASH: Evaluating Language Models on Judging High-Stakes Dilemmas from Multiple Perspectives
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SLM-MUX: Orchestrating Small Language Models for Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Scalable Training for Vector-Quantized Networks with 100% Codebook Utilization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Plug-and-Play Compositionality for Boosting Continual Learning with Foundation Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Cross-Embodied Co-Design for Dexterous Hands
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GGBall: Graph Generative Model on Poincaré Ball
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
KLAS: Using Similarity to Stitch Neural Networks for an Improved Accuracy-Efficiency Tradeoff
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Koopman-Assisted Trajectory Synthesis: A Data Augmentation Framework for Offline Imitation Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ADEPT: Continual Pretraining via Adaptive Expansion and Dynamic Decoupled Tuning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Retain and Adapt: Auto-Balanced Model Editing for Open-Vocabulary Object Detection under Domain Shifts
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Designing Rules to Pick a Rule: Aggregation by Consistency
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Zero-shot Forecasting by Simulation Alone
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SafeDPO: A Simple Approach to Direct Preference Optimization with Enhanced Safety
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ShieldedCode: Learning Robust Representations for Virtual Machine Protected Code
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
InfoNCE Induces Gaussian Distribution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Forest-Based Graph Learning for Semi-Supervised Node Classification
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Uncover Underlying Correspondence for Robust Multi-view Clustering
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Art of Scaling Reinforcement Learning Compute for LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Hot Mess of AI: How Does Misalignment Scale With Model Intelligence and Task Complexity?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Understanding and improving Shampoo and SOAP via Kullback-Leibler Minimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ViTSP: A Vision Language Models Guided Framework for Large-Scale Traveling Salesman Problems
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Planner Aware Path Learning in Diffusion Language Models Training
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RIG: Synergizing Reasoning and Imagination in End-to-End Generalist Policy
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Gradient Volume to Shapley Fairness: Towards Fair Multi-Task Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
OffTopicEval: When Large Language Models Enter the Wrong Chat, Almost Always!
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Score Distillation Beyond Acceleration: Generative Modeling from Corrupted Data
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Flow2GAN: Hybrid Flow Matching and GAN with Multi-Resolution Network for One-/Two-step High-Fidelity Audio Generation
[
OpenReview]
Blog Post Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rethinking the Diffusion Model from a Langevin Perspective
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Do Large Language Models Know What They Are Capable Of?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A2D: Any-Order, Any-Step Safety Alignment for Diffusion Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Genetic Algorithm for Navigating Synthesizable Molecular Spaces
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DiSRouter: Distributed Self-Routing for LLM Selections
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
WAFT: Warping-Alone Field Transforms for Optical Flow
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
EVLP: Learning Unified Embodied Vision-Language Planner with Reinforced Supervised Fine-Tuning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Counterfactual Explanations on Robust Perceptual Geodesics
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Enabling arbitrary inference in spatio-temporal dynamic systems: A physics-inspired perspective
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
HiGS: History-Guided Sampling for Plug-and-Play Enhancement of Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Benchmarking Bias Mitigation Toward Fairness Without Harm from Vision to LVLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers
[
OpenReview]
Blog Post Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
JustRL: Scaling a 1.5B LLM with a Simple RL Recipe
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Disentanglement of Variations with Multimodal Generative Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GARLIC: Graph Attention-based Relational Learning of Multivariate Time Series in Intensive Care
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ODEBrain: Continuous-Time EEG Graph for Modeling Dynamic Brain Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Faithful Bi-Directional Model Steering via Distribution Matching and Distributed Interchange Interventions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Ref-Adv: Exploring MLLM Visual Reasoning in Referring Expression Tasks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Graph Tokenization for Bridging Graphs and Transformers
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Language Models Use Lookbacks to Track Beliefs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning Pseudorandom Numbers with Transformers: Permuted Congruential Generators, Curricula, and Interpretability
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Predictors to Samplers via the Training Trajectory
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FLoRG: Federated Fine-tuning with Low-rank Gram Matrices and Procrustes Alignment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Gradient-Direction-Aware Density Control for 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Count Counts: Motivating Exploration in LLM Reasoning with Count-based Intrinsic Rewards
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
UniLiP: Adapting CLIP for Unified Multimodal Understanding, Generation and Editing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
S2GO: Streaming Sparse Gaussian Occupancy
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TIGaussian: Disentangle Gaussians for Spatial-Awared Text-Image-3D Alignment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Animating the Uncaptured: Humanoid Mesh Animation with Video Diffusion Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Controllable Video Generation with Provable Disentanglement
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RL's Razor: Why Online Reinforcement Learning Forgets Less
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Native Reasoning Models: Training Language Models to Reason on Unverifiable Data
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning to Orchestrate Agents in Natural Language with the Conductor
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
No Caption, No Problem: Caption-Free Membership Inference via Model-Fitted Embeddings
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PLoP: Precise LoRA Placement for Efficient Finetuning of Large Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
When Silence Is Golden: Can LLMs Learn to Abstain in Temporal QA and Beyond?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Causal Discovery via Quantile Partial Effect
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Secret-Protected Evolution for Differentially Private Synthetic Text Generation
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DreamPhase: Offline Imagination and Uncertainty-Guided Planning for Large-Language-Model Agents
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Motion Prior Distillation in Time Reversal Sampling for Generative Inbetweening
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SPELL: Self-Play Reinforcement Learning for evolving Long-Context Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Video-As-Prompt: Unified Semantic Control for Video Generation
[
Poster]
[
OpenReview]
Blog Post Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Misalignments and RL Failure Modes in the Early Stage of Superintelligence
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Faster Vision Transformers with Adaptive Patches
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From movement to cognitive maps: recurrent neural networks reveal how locomotor development shapes hippocampal spatial coding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CoDi: Subject-Consistent and Pose-Diverse Text-to-Image Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CauKer: Classification Time Series Foundation Models Can Be Pretrained on Synthetic Data
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
In-Context Compositional Q-Learning for Offline Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Stochastic Optimal Control for Continuous-Time fMRI Representation Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Efficient-SAM2: Accelerating SAM2 with Object-Aware Visual Encoding and Memory Retrieval
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Leveraging Pretrained Knowledge at Inference Time: LoRA-Gated Contrastive Decoding for Multilingual Factual Language Generation in Adapted LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RLP: Reinforcement as a Pretraining Objective
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Good allocations from bad estimates
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Implicit Regularisation in Diffusion Models: An Algorithm-Dependent Generalisation Analysis
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Curse of Slicing: Why Sliced Mutual Information is a Deceptive Measure of Statistical Dependence
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Parallel Token Generation for Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Multi-Marginal Flow Matching with Adversarially Learnt Interpolants
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
AutoBio: A Simulation and Benchmark for Robotic Automation in Digital Biology Laboratory
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SAVE: A Generalizable Framework for Multi-Condition Single-Cell Generation with Gene Block Attention
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RobotArena $\infty$: Unlimited Robot Benchmarking via Real-to-Sim Translation
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Faithfulness Under the Distribution: A New Look at Attribution Evaluation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CollectiveKV: Decoupling and Sharing Collaborative Information in Sequential Recommendation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
KL-Regularized Reinforcement Learning is Designed to Mode Collapse
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Eigen-1: Scientific Reasoning through Adaptive Multi-Agent Refinement and Monitor-based RAG
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SPRINT: Sparse-Dense Residual Fusion for Efficient Diffusion Transformers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rethinking LoRA for Privacy-Preserving Federated Learning in Large Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Improved Quality, Synchrony, and Preference Alignment for Joint Audio-Video Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CardioComposer: Leveraging Differentiable Geometry for Compositional Control of Anatomical Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Low rank adaptation of chemical foundation models generate effective odorant representations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
On the Reasoning Abilities of Masked Diffusion Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Continuous Space-Time Video Super-Resolution with 3D Fourier Fields
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MergOPT: A Merge-Aware Optimizer for Robust Model Merging
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Bayes Adaptive Monte Carlo Tree Search for Offline Model-based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Reconstructing KV Caches with Cross-Layer Fusion for Enhanced Transformers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
IF-VidCap: Can Video Caption Models Follow Instructions?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Group Critical-token Policy Optimization for Autoregressive Image Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
(Token-Level) \textbf{InfoRMIA}: Stronger Membership Inference and Privacy Assessment for LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TOUCH: Text-guided Controllable Generation of Free-Form Hand-Object Interactions
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Part-level Semantic-guided Contrastive Learning for Fine-grained Visual Classification
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Replicable Reinforcement Learning with Linear Function Approximation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MMR-V: What's Left Unsaid? A Benchmark for Multimodal Deep Reasoning in Videos
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Sat3DGen: Comprehensive Street-Level 3D Scene Generation from Single Satellite Image
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DecompGAIL: Learning Realistic Traffic Behaviors with Decomposed Multi-Agent Generative Adversarial Imitation Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SAQ: Stabilizer-Aware Quantum Error Correction Decoder
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Holdout-Loss-Based Data Selection for LLM Finetuning via In-Context Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SMixer: Rethinking Efficient-Training and Event-Driven SNNs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
One Patch Doesn’t Fit All: Adaptive Patching for Native-Resolution Multimodal Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
EVALUATING MEMORY IN LLM AGENTS VIA INCRE- MENTAL MULTI-TURN INTERACTIONS
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Count Bridges enable Modeling and Deconvolving Transcriptomics
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LeSTD: LLM Compression via Learning-based Sparse Tensor Decomposition
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ReWatch-R1: Boosting Complex Video Reasoning in Large Vision-Language Models through Agentic Data Synthesis
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CHAMMI-75: pre-training multi-channel models with heterogeneous microscopy images
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FlashWorld: High-quality 3D Scene Generation within Seconds
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Guidance Matters: Rethinking the Evaluation Pitfall for Text-to-Image Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Broad Exploration to Stable Synthesis: Entropy-Guided Optimization for Autoregressive Image Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SeeDNorm: Self-Rescaled Dynamic Normalization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DistMLIP: A Distributed Inference Platform for Machine Learning Interatomic Potentials
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Barriers for Learning in an Evolving World: Mathematical Understanding of Loss of Plasticity
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
G-reasoner: Foundation Models for Unified Reasoning over Graph-structured Knowledge
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VOGUE: Unified Understanding, Generation, and Editing for Videos
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Adaptive Acquisition Selection for Bayesian Optimization with Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TPDiff: Temporal Pyramid Video Diffusion Model
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Test-Time Iterative Error Correction for Efficient Diffusion Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PromptHub: Enhancing Multi-Prompt Visual In-Context Learning with Locality-Aware Fusion, Concentration and Alignment
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A General Framework for Black-Box Attacks Under Cost Asymmetry
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Uncertainty Estimation via Hyperspherical Confidence Mapping
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Sim2Real VLA: Zero-Shot Generalization of Synthesized Skills to Realistic Manipulation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Adaptive Hopfield Network: Rethinking Similarities in Associative Memory
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Samples to Scenarios: A New Paradigm for Probabilistic Forecasting
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
UniCA: Unified Covariate Adaptation for Time Series Foundation Model
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Universal Properties of Activation Sparsity in Modern Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MARTI: A Framework for Multi-Agent LLM Systems Reinforced Training and Inference
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Scalable Oversight via Partitioned Human Supervision
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
$p\textrm{-less}$ Sampling: A Robust Hyperparameter-Free Approach for LLM Decoding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ContextIF: Enhancing Instruction-Following through Context Reward
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Bridging Kolmogorov Complexity and Deep Learning: Asymptotically Optimal Description Length Objectives for Transformers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Masked Skill Token Training for Hierarchical Off-Dynamics Transfer
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PILOT-Bench: Probabilistic Interaction for LLM Operations in Tool-driven Scenarios
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rethinking Pareto Frontier: On the Optimal Trade-offs in Fair Classification
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MARS - A Foundational Map Auto-Regressor
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Do We Need All the Synthetic Data? Targeted Image Augmentation via Diffusion Models
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A One-shot Framework for Directed Evolution of Antibodies
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Multi-Subspace Multi-Modal Modeling for Diffusion Models: Estimation, Convergence and Mixture of Experts
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DriveMamba: Task-Centric Scalable State Space Model for Efficient End-to-End Autonomous Driving
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Arbitrary-Order Block SignSGD for Memory-Efficient LLM Fine-Tuning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MM-HELIX: Boosting Multimodal Long-Chain Reflective Reasoning with Holistic Platform and Adaptive Hybrid Policy Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PETRI: Learning Unified Cell Embeddings from Unpaired Modalities via Early-Fusion Joint Reconstruction
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SeRI: Gradient-Free Sensitive Region Identification in Decision-Based Black-Box Attacks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ChartGalaxy: A Dataset for Infographic Chart Understanding and Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Neural Sum-of-Squares: Certifying the Nonnegativity of Polynomials with Transformers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Don’t Pass@$k$: A Bayesian Framework for Large Language Model Evaluation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TAMMs:~Change Understanding and Forecasting in Satellite Image Time Series with a Temporal-Aware Multimodal Model
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Policy Newton Algorithm in Reproducing Kernel Hilbert Space
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Process-Level Trajectory Evaluation for Environment Configuration in Software Engineering Agents
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GIQ: Benchmarking 3D Geometric Reasoning of Vision Foundation Models with Simulated and Real Polyhedra
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Following the Navigation: Enhancing Small Language Models Contextual Reasoning with LLM Guidance
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Matching multiple experts: on the exploitability of multi-agent imitation learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Evolutionary Caching to Accelerate Your Off-the-Shelf Diffusion Model
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Weak-to-Strong Generalization with Failure Trajectories
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Fresh in memory: Training-order recency is linearly encoded in language model activations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
f-INE: A Hypothesis Testing Framework for Estimating Influence under Training Randomness
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Mixing Importance with Diversity: Joint Optimization for KV Cache Compression in Large Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Arbitrary-Shaped Image Generation via Spherical Neural Field Diffusion
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Feature compression is the root cause of adversarial fragility in neural networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MMSearch-Plus: Benchmarking Provenance-Aware Search for Multimodal Browsing Agents
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A-TPT: Angular Diversity Calibration Properties for Test-Time Prompt Tuning of Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Information Estimation with Discrete Diffusion
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Reassessing Layer Pruning in LLMs: New Insights and Methods
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Towards Self-Evolving Agent Benchmarks : Validatable Agent Trajectory via Test-Time Exploration
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Evaluating and Improving Cultural Awareness of Reward Models for LLM Alignment
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
QVGen: Pushing the Limit of Quantized Video Generative Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Training-Free Reward-Guided Image Editing via Trajectory Optimal Control
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Tracing the Traces: Latent Temporal Signals for Efficient and Accurate Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Consolidating Reinforcement Learning for Multimodal Discrete Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TableMaster: A Recipe to Advance Table Understanding with Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Topological Anomaly Quantification for Semi-supervised Graph Anomaly Detection
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Financial fraud collusion among generative AI agents in social networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PRISM: Controllable Diffusion for Compound Image Restoration with Scientific Fidelity
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Inference-time scaling of diffusion models through classical search
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ENACT: Evaluating Embodied Cognition with World Modeling of Egocentric Interaction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Why DPO is a Misspecified Estimator and How to Fix It
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Estimating Worst-Case Frontier Risks of Open-Weight LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Modality Alignment across Trees on Heterogeneous Hyperbolic Manifolds
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
One step further with Monte-Carlo sampler to guide diffusion better
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Physics-Informed Inference Time Scaling for Solving High-Dimensional Partial Differential Equations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Two-Phase Deep Learning Framework for Adaptive Time-Stepping in High-Speed Flow Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CPQS-Tuning: A Model Self-Perception-Based Data Filtering Algorithm for Efficient Instruction Fine-Tuning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Less is more: Clustered Cross-Covariance Control for Offline RL
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
AgentMath: Empowering Mathematical Reasoning for Large Language Models via Tool-Augmented Agent
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Agentic Context Engineering: Learning Comprehensive Contexts for Self-Improving Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
QuRL: Low-Precision Reinforcement Learning for Efficient Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Don't Throw Away Your Pretrained Model
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TS-Attn: Temporal-wise Separable Attention for Multi-Event Video Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Johnson-Lindenstrauss Lemma Guided Network for Efficient 3D Medical Segmentation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
It's All Connected: A Journey Through Test-Time Memorization, Attentional Bias, Retention, and Online Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Global Resolution: Optimal Multi-Draft Speculative Sampling via Convex Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ClarifyVC: Clarifying Ambiguous Commands in Vehicle Control with a Hybrid Data Augmentation Pipeline
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Representing local protein environments with machine learning force fields
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Self-Speculative Decoding Accelerates Lossless Inference in Any-Order and Any-Subset Autoregressive Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Embodied-R1: Reinforced Embodied Reasoning for General Robotic Manipulation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Modeling the Density of Pixel-level Self-supervised Embeddings for Unsupervised Pathology Segmentation in Medical CT
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Towards Multimodal Data-Driven Scientific Discovery Powered by LLM Agents
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Anchor Frame Bridging for Coherent First-Last Frame Video Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Overtone: Cyclic Patch Modulation for Cleaner, Faster Physics Emulators
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Battery Fault: A Comprehensive Dataset and Benchmark for Battery Fault Diagnosis
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Should We Still Pretrain Encoders with Masked Language Modeling?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From f(x) and g(x) to f(g(x)): LLMs Learn New Skills in RL by Composing Old Ones
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Any-Subgroup Equivariant Networks via Symmetry Breaking
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Recurrent Action Transformer with Memory
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DiCache: Let Diffusion Model Determine Its Own Cache
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
WINA: Weight Informed Neuron Activation for Accelerating Large Language Model Inference
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Discrete Latent Features Ablate Adversarial Attack: A Robust Prompt Tuning Framework for VLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
An Improved Model-free Decision-estimation Coefficient with Applications in Adversarial MDPs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Explainable $ K $-means Neural Networks for Multi-view Clustering
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FARTrack: Fast Autoregressive Visual Tracking with High Performance
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PHAT: Modeling Period Heterogeneity for Multivariate Time Series Forecasting
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ProxyAttn: Guided Sparse Attention via Representative Heads
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Simplicial Embeddings Improve Sample Efficiency in Actor–Critic Agents
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SpaceControl: Introducing Test-Time Spatial Control to 3D Generative Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Synchronizing Probabilities in Model-Driven Lossless Compression
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LUMINA: Detecting Hallucinations in RAG System with Context–Knowledge Signals
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Optimizing Data Augmentation through Bayesian Model Selection
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Investigating Redundancy in Multimodal Large Language Models with Multiple Vision Encoders
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Natural Geometry of Code: Hyperbolic Representation Learning for Program Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Why is Your Language Model a Poor Implicit Reward Model?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FM4NPP: A Scaling Foundation Model for Nuclear and Particle Physics
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Pay Attention to CTC: Fast and Robust Pseudo-Labelling for Unified Speech Recognition
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Language-Instructed Vision Embeddings for Controllable and Generalizable Perception
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Are we measuring oversmoothing in graph neural networks correctly?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SafeFlowMatcher: Safe and Fast Planning using Flow Matching with Control Barrier Functions
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
$PhyWorldBench$: A Comprehensive Evaluation of Physical Realism in Text-to-Video Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Accelerating Eigenvalue Dataset Generation via Chebyshev Subspace Filter
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Let's Think in Two Steps: Mitigating Agreement Bias in MLLMs with Self-Grounded Verification
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Interactive Agents to Overcome Underspecificity in Software Engineering
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Demystifying Robot Diffusion Policies: Action Memorization and a Simple Lookup Table Alternative
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
What Happens Next? Anticipating Future Motion by Generating Point Trajectories
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Person-Centric Annotations of LAION-400M: Auditing Bias and Its Transfer to Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CodeSense: a Real-World Benchmark and Dataset for Code Semantic Reasoning
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TurboQuant: Online Vector Quantization with Near-optimal Distortion Rate
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MCP-SafetyBench: A Benchmark for Safety Evaluation of Large Language Models with Real-World MCP Servers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Is On-Policy Data always the Best Choice for Direct Preference Optimization-Based LM Alignment?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Adaptive Logit Adjustment for Debiasing Multimodal Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Play to Generalize: Learning to Reason Through Game Play
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GRACE: A Language Model Framework for Explainable Inverse Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Exploring Diverse Generation Paths via Inference-time Stiefel Activation Steering
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Einstein Fields: A Neural Perspective To Computational General Relativity
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ARMs: Adaptive Red-Teaming Agent against Multimodal Models with Plug-and-Play Attacks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Attack-Resistant Watermarking for AIGC Image Forensics via Diffusion-based Semantic Deflection
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Choice of Divergence: A Neglected Key to Mitigating Diversity Collapse in Reinforcement Learning with Verifiable Reward
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ResCP: Reservoir Conformal Prediction for Time Series Forecasting
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Causal-Steer: Disentangled Continuous Style Control without Parallel Corpora
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Channel-Aware Mixed-Precision Quantization for Efficient Long-Context Inference
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FutureX: An Advanced Live Benchmark for LLM Agents in Future Prediction
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Prompt-MII: Meta-Learning Instruction Induction for LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SAC Flow: Sample-Efficient Reinforcement Learning of Flow-Based Policies via Velocity-Reparameterized Sequential Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Queue Length Regret Bounds for Contextual Queueing Bandits
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CortiLife: A Unified Framework for Cortical Representation Learning across the Lifespan
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Forecast After the Forecast: A Post-Processing Shift in Time Series
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
WILD-Diffusion: A WDRO Inspired Training Method for Diffusion Models under Limited Data
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Geometry-aware 4D Video Generation for Robot Manipulation
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Identifiability Challenges in Sparse Linear Ordinary Differential Equations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PI-Light: Physics-Inspired Diffusion for Full-Image Relighting
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Eliminating Inductive Bias in Reward Models with Information-Theoretic Guidance
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Beyond Short Steps in Frank-Wolfe Algorithms
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Optimizing Canaries for Privacy Auditing with Metagradient Descent
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Diffusion Language Models For Code Infilling Beyond Fixed-size Canvas
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Time-Gated Multi-Scale Flow Matching for Time-Series Imputation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Neologism Learning for Controllability and Self-Verbalization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MOBODY: Model-Based Off-Dynamics Offline Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning multimodal dictionary decompositions with group-sparse autoencoders
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Steering Language Models with Weight Arithmetic
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Tree Search for LLM Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Can Vision-Language Models Answer Face to Face Questions in the Real-World?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ROSETTA: Constructing Code-Based Reward from Unconstrained Language Preference
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Decentralized Attention Fails Centralized Signals: Rethinking Transformers for Medical Time Series
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Is Finer Better? The Limits of Microscaling Formats in Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Video Scene Segmentation with Genre and Duration Signals
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MARS: Reinforcing Multi-Agent Reasoning of LLMs through Self-Play in Strategic Games
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LoRA meets Riemannion: Muon Optimizer for Parametrization-independent Low-Rank Adapters
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
IR-Agent: Expert-Inspired LLM Agents for Structure Elucidation from Infrared Spectra
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Discovering Novel LLM Experts via Task-Capability Coevolution
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
BEP: A Binary Error Propagation Algorithm for Binary Neural Networks Training
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
lmgame-Bench: How Good are LLMs at Playing Games?
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
THE END OF MANUAL DECODING: TOWARDS TRULY END-TO-END LANGUAGE MODELS
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MICLIP: Learning to Interpret Representation in Vision Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Flatness Guided Test-Time Adaptation for Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
iFusion: Integrating Dynamic Interest Streams via Diffusion Model for Click-Through Rate Prediction
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Practical estimation of the optimal classification error with soft labels and calibration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Improving Set Function Approximation with Quasi-Arithmetic Neural Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SpeakerVid-5M: A Large-Scale High-Quality Dataset for Audio-Visual Dyadic Interactive Human Generation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Modeling Interference for Treatment Effect Estimation in Network Dynamic Environment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Point2RBox-v3: Self-Bootstrapping from Point Annotations via Integrated Pseudo-Label Refinement and Utilization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LazyDrag: Enabling Stable Drag-Based Editing on Multi-Modal Diffusion Transformers via Explicit Correspondence
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Training-Free Text-Guided Color Editing with Multi-Modal Diffusion Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LearnPruner: Rethinking Attention-based Token Pruning in Vision Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SEED-SET: Scalable Evolving Experimental Design for System-level Ethical Testing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Low-pass Personalized Subgraph Federated Recommendation
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rethinking Benign Relearning: Syntax as the Hidden Driver of Unlearning Failures
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Online Rounding and Learning Augmented Algorithms for Facility Location
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning to Lie: Reinforcement Learning Attacks Damage Human-AI Teams and Teams of LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Towards Understanding Subliminal Learning: When and How Hidden Biases Transfer
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SAGE: Spatial-visual Adaptive Graph Exploration for Visual Place Recognition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Displacement-Resistant Extensions of DPO with Nonconvex $f$-Divergences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Generalization of RLVR Using Causal Reasoning as a Testbed
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Latent Wavelet Diffusion For Ultra High-Resolution Image Synthesis
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DP-Fusion: Token-Level Differentially Private Inference for Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Take Note: Your Molecular Dataset Is Probably Aligned
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Function-Centric Graph Neural Network Approach for Predicting Electron Densities
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CryoNet.Refine: A One-step Diffusion Model for Rapid Refinement of Structural Models with Cryo-EM Density Map Restraints
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Fore-Mamba3D: Mamba-based Foreground-Enhanced Encoding for 3D Object Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GlobeDiff: State Diffusion Process for Partial Observability in Multi-Agent System
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
On the Design of KL-Regularized Policy Gradient Algorithms for LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The First Impression Problem: Internal Bias Triggers Overthinking in Reasoning Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Latent Speech-Text Transformer
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Jet Expansions: Restructuring LLM Computation for Model Inspection
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Trajectory Generation with Conservative Value Guidance for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
On the Universality and Complexity of GNN for Solving Second-order Cone Programs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
How reinforcement learning after next-token prediction facilitates learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Self-Consistency Improves the Trustworthiness of Self-Interpretable GNNs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DR-Submodular Maximization with Stochastic Biased Gradients: Classical and Quantum Gradient Algorithms
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Theory-Grounded Evaluation of Human-Like Fallacy Patterns in LLM Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Neural Message-Passing on Attention Graphs for Hallucination Detection
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SERUM: Simple, Efficient, Robust, and Unifying Marking for Diffusion-based Image Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
On The Expressive Power of GNN Derivatives
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Beyond Static Vision: Scene Dynamic Field Unlocks Intuitive Physics Understanding in Multi-modal Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Helmsman: Autonomous Synthesis of Federated Learning Systems via Multi-Agent Collaboration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Data-Centric Lessons To Improve Speech-Language Pretraining
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
OrthoRF: Exploring Orthogonality in Object-Centric Representations
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LadderSym: A Multimodal Interleaved Transformer for Music Practice Error Detection
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Incentivizing LLM Reasoning via Reinforcement Learning with Functional Monte Carlo Tree Search
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Neural Collapse in Multi-Task Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Constitutional Classifiers++: Production-Grade Defenses against Universal Jailbreaks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SABRE-FL: Selective and Accurate Backdoor Rejection for Federated Prompt Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ExPO-HM: Learning to Explain-then-Detect for Hateful Meme Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Escaping Model Collapse via Synthetic Data Verification: Near-term Improvements and Long-term Convergence
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Dyslexify: A Mechanistic Defense Against Typographic Attacks in CLIP
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
QuaMo: Quaternion Motions for Vision-based 3D Human Kinematics Capture
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning to Reason without External Rewards
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GCGNet: Graph-Consistent Generative Network for Time Series Forecasting with Exogenous Variables
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Multiple-Prediction-Powered Inference
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Generating metamers of human scene understanding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning Part-Aware Dense 3D Feature Field For Generalizable Articulated Object Manipulation
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
HWC-Loco: A Hierarchical Whole-Body Control Approach to Robust Humanoid Locomotion
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RestoreVAR: Visual Autoregressive Generation for All-in-One Image Restoration
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Knowledge Exchange with Confidence: Cost-Effective LLM Integration for Reliable and Efficient Visual Question Answering
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Efficient Approximate Posterior Sampling with Annealed Langevin Monte Carlo
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Any-to-Bokeh: Arbitrary-Subject Video Refocusing with Video Diffusion Model
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TUMIX: Multi-Agent Test-Time Scaling with Tool-Use Mixture
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Inverse Virtual Try-On: Generating Multi-Category Product-Style Images from Clothed Individuals
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PreferThinker: Reasoning-based Personalized Image Preference Assessment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Charts Are Not Images: On the Challenges of Scientific Chart Editing
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Revisit Visual Prompt Tuning: The Expressiveness of Prompt Experts
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
A Reward-Free Viewpoint on Multi-Objective Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MolLangBench: A Comprehensive Benchmark for Language-Prompted Molecular Structure Recognition, Editing, and Generation
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MindPilot: Closed-loop Visual Stimulation Optimization for Brain Modulation with EEG-guided Diffusion
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Scaling Knowledge Editing in LLMs to 100,000 Facts with Neural KV Database
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
WebSailor-V2: Bridging the Chasm to Proprietary Agents via Synthetic Data and Scalable Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
On the Expressiveness of State Space Models via Temporal Logics
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Medical thinking with multiple images
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DTO-KD: Dynamic Trade-off Optimization for Effective Knowledge Distillation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
To Sink or Not to Sink: Visual Information Pathways in Large Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SPRIG: Improving Large Language Model Performance by System Prompt Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Efficient Multi-objective Prompt Optimization via Pure-exploration Bandits
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TreeGRPO: Tree-Advantage GRPO for Online RL Post-Training of Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ReactID: Synchronizing Realistic Actions and Identity in Personalized Video Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Pallatom-Ligand: an All-Atom Diffusion Model for Designing Ligand-Binding Proteins
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Streaming Visual Geometry Transformer
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
NeuCLIP: Efficient Large-Scale CLIP Training with Neural Normalizer Optimization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ProtoKV: Long-context Knowledges Are Already Well-Organized Before Your Query
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Improving Autoregressive Video Modeling with History Understanding
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
One-Step Flow for Image Super-Resolution with Tunable Fidelity-Realism Trade-offs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Unified 3D Scene Understanding Through Physical World Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Noise Stability of Transformer Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SARM: Stage-Aware Reward Modeling for Long Horizon Robot Manipulation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PROTDYN: A FOUNDATION PROTEIN LANGUAGE MODEL FOR THERMODYNAMICS AND DYNAMICS GENERATION
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Supervised Reinforcement Learning: From Expert Trajectories to Step-wise Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SumRA: Parameter Efficient Fine-tuning with Singular Value Decomposition and Summed Orthogonal Basis
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Constraint Matters: Multi-Modal Representation for Reducing Mixed-Integer Linear programming
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Stabilizing Policy Gradients for Sample-Efficient Reinforcement Learning in LLM Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PoliCon: Evaluating LLMs on Achieving Diverse Political Consensus Objectives
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Towards Quantization-Aware Training for Ultra-Low-Bit Reasoning LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VARestorer: One-Step VAR Distillation for Real-World Image Super-Resolution
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rainbow Padding: Mitigating Early Termination in Instruction-Tuned Diffusion LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Reinforcing General Reasoning Without Verifiers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Dynamic Multimodal Activation Steering for Hallucination Mitigation in Large Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FlexLoRA: Entropy-Guided Flexible Low-Rank Adaptation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SPEED: Scalable, Precise, and Efficient Concept Erasure for Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Don't Settle Too Early: Self-Reflective Remasking for Diffusion Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Zero-shot Human Pose Estimation using Diffusion-based Inverse solvers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Traceable Black-Box Watermarks For Federated Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ChainGPT: Dual-Reasoning Model with Recurrent Depth and Multi-Rank State Updates
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Expressive and Invariant Graph Learning via Canonical Tree Cover Neural Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Strong Correlations Induce Cause Only Predictions in Transformer Training
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Disentangling Knowledge Representations for Large Language Model Editing
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Referring Layer Decomposition
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Activation Function Design Sustains Plasticity in Continual Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Eliciting Harmful Capabilities by Fine-Tuning on Safeguarded Outputs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GuardAlign: Robust Safety Alignment in Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Activation Steering for LLM Alignment via a Unified ODE-Based Framework
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MT-DAO: Multi-Timescale Distributed Adaptive Optimizers with Local Updates
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DES-LOC: Desynced Low Communication Adaptive Optimizers for Foundation Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Cascadia: An Efficient Cascade Serving System for Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Reinforcement Learning Fine-Tuning Enhances Activation Intensity and Diversity in the Internal Circuitry of LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GDGB: A Benchmark for Generative Dynamic Text-Attributed Graph Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Single to Multi-Granularity: Toward Long-Term Memory Association and Selection of Conversational Agents
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LRIM: a Physics-Based Benchmark for Provably Evaluating Long-Range Capabilities in Graph Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Animal behavioral analysis and neural encoding with transformer-based self-supervised pretraining
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Context Tokens are Anchors: Understanding the Repetition Curse in Diffusion MLLMs from an Information Flow Perspective
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Declarative Audio Editing with Audio Language Model
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
No Prior, No Leakage: Revisiting Reconstruction Attacks in Trained Neural Networks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
How to Square Tensor Networks and Circuits Without Squaring Them
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
High-dimensional Mean-Field Games by Particle-based Flow Matching
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Interleaving Reasoning for Better Text-to-Image Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CMT: Mid-Training for Efficient Learning of Consistency, Mean Flow, and Flow-Map Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Analysis of approximate linear programming solution to Markov decision problem with log barrier function
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Graph-based Nearest Neighbors with Dynamic Updates via Random Walk-Based Analysis
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PoLi-RL: A Point-to-List Reinforcement Learning Framework for Conditional Semantic Textual Similarity
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SCUBA: Salesforce Computer Use Benchmark
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CoAct-1: Computer-using Multi-agent System with Coding Actions
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
What Generative Search Engines Like and How to Optimize Web Content Cooperatively
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
EditVerse: Unifying Image and Video Editing and Generation with In-Context Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Physics-Inspired All-Pair Interaction Learning for 3D Dynamics Modeling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Synergizing Understanding and Generation with Interleaved Analyzing-Drafting Thinking
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rethinking Policy Diversity in Ensemble Policy Gradient in Large-Scale Reinforcement Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Hot PATE: Private Aggregation of Distributions for Diverse Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Loopholing Discrete Diffusion: Deterministic Bypass of the Sampling Wall
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
QuadGPT: Native Quadrilateral Mesh Generation with Autoregressive Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Echoes as Anchors: Probabilistic Costs and Attention Refocusing in LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CurES: From Gradient Analysis to Efficient Curriculum Learning for Reasoning LLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Robust Multi-Objective Controlled Decoding of Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Seismic Wavefield Common Task Framework
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Revisiting Sharpness-Aware Minimization: A More Faithful and Effective Implementation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PoSh: Using Scene Graphs to Guide LLMs-as-a-Judge for Detailed Image Descriptions
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RL Squeezes, SFT Expands: A Comparative Study of Reasoning LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Why High-rank Neural Networks Generalize?: An Algebraic Framework with RKHSs
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DoVer: Intervention-Driven Auto Debugging for LLM Multi-Agent Systems
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Bridging the performance-gap between target-free and target-based reinforcement learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Beyond DAGs: A Latent Partial Causal Model for Multimodal Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Risk-Sensitive Agent Compositions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Preference Leakage: A Contamination Problem in LLM-as-a-judge
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Histopathology-Genomics Multi-modal Structural Representation Learning for Data-Efficient Precision Oncology
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SCAD: Super-Class-Aware Debiasing for Long-Tailed Semi-Supervised Learning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Aligning Collaborative View Recovery and Tensorial Subspace Learning via Latent Representation for Incomplete Multi-View Clustering
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
UniUGG: Unified 3D Understanding and Generation via Geometric-Semantic Encoding
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MRMR: A Realistic and Expert-Level Multidisciplinary Benchmark for Reasoning-Intensive Multimodal Retrieval
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Decision-Theoretic Approaches for Improved Learning-Augmented Algorithms
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Repurposing Synthetic Data for Fine-grained Search Agent Supervision
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TROLL: Trust Regions Improve Reinforcement Learning for Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Metis: Training LLMs with FP4 Quantization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Scaling Laws Revisited: Modeling the Role of Data Quality in Language Model Pretraining
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Improved Object-Centric Diffusion Learning with Registers and Contrastive Alignment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning What Reinforcement Learning Can't: Interleaved Online Fine-Tuning for Hardest Questions
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Efficient Estimation of Kernel Surrogate Models for Task Attribution
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Language and Experience: A Computational Model of Social Learning in Complex Tasks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
KinemaDiff: Towards Diffusion for Coherent and Physically Plausible Human Motion Prediction
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Function Induction and Task Generalization: An Interpretability Study with Off-by-One Addition
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ReLaSH: Reconstructing Joint Latent Spaces for Efficient Generation of Synthetic Hypergraphs with Hyperlink Attributes
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Decomposing Representation Space into Interpretable Subspaces with Unsupervised Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Interaction-aware Representation Modeling With Co-Occurrence Consistency for Egocentric Hand-Object Parsing
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Alignment-Weighted DPO: A principled reasoning approach to improve alignment
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ProPerSim: Developing Proactive and Personalized AI Assistants through User-Assistant Simulation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PaAno: Patch-Based Representation Learning for Time-Series Anomaly Detection
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RuleReasoner: Reinforced Rule-based Reasoning via Domain-aware Dynamic Sampling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Matched Data, Better Models: Target Aligned Data Filtering with Sparse Features
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning Recursive Multi-Scale Representations for Irregular Multivariate Time Series Forecasting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MoRA: Mobility as the Backbone for Geospatial Representation Learning at Scale
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Time Is a Feature: Exploiting Temporal Dynamics in Diffusion Language Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Predictability Shapes Adaptation: An Evolutionary Perspective on Modes of Learning in Transformers
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Geometric Image Editing via Effects-Sensitive In-Context Inpainting with Diffusion Transformers
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Multiplicative Diffusion Models: Beyond Gaussian Latents
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Bias Similarity Measurement: A Black-Box Audit of Fairness Across LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SiMO: Single-Modality-Operable Multimodal Collaborative Perception
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Variation in Verification: Understanding Verification Dynamics in Large Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial Statements
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
EigenScore: OOD Detection using Posterior Covariance in Diffusion Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Diffusion Language Model Knows the Answer Before It Decodes
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MedGMAE: Gaussian Masked Autoencoders for Medical Volumetric Representation Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Constraint-guided Hardware-aware NAS through Gradient Modification
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Tractability via Low Dimensionality: The Parameterized Complexity of Training Quantized Neural Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SPG: Sandwiched Policy Gradient for Masked Diffusion Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DiVeQ: Differentiable Vector Quantization Using the Reparameterization Trick
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Atomic HINs: Entity-Attribute Duality for Heterogeneous Graph Modeling
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PatchDNA: A Flexible and Biologically-Informed Alternative to Tokenization for DNA
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Mixture-of-Visual-Thoughts: Exploring Context-Adaptive Reasoning Mode Selection for General Visual Reasoning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
IncVGGT: Incremental VGGT for Memory-Bounded Long-Range 3D Reconstruction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RESCHED: Rethinking Flexible Job Shop Scheduling from a Transformer-based Architecture with Simplified States
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Brain-IT: Image Reconstruction from fMRI via Brain-Interaction Transformer
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Guidance Watermarking for Diffusion Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Training Large Reasoning Models Efficiently via Progressive Thought Encoding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
On the Convergence Direction of Gradient Descent
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VideoReasonBench: Can MLLMs Perform Vision-Centric Complex Video Reasoning?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning Data-Efficient and Generalizable Neural Operators via Fundamental Physics Knowledge
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Context and Diversity Matter: The Emergence of In-Context Learning in World Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Light of Normals: Unified Feature Representation for Universal Photometric Stereo
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Are Domain Generalization Benchmarks with Accuracy on the Line Misspecified?
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PCF Learned Sort: a Learning Augmented Sort Algorithm with O(nloglogn) Expected Complexity
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Leveraging a Simulator for Learning Causal Representations from Post-Treatment Covariates for CATE
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Disentangled Hierarchical VAE for 3D Human-Human Interaction Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Tabby: A Language Model Architecture for Tabular and Structured Data Synthesis
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VisualPrompter: Semantic-Aware Prompt Optimization with Visual Feedback for Text-to-Image Synthesis
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
On The Fragility of Benchmark Contamination Detection in Reasoning Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VLM4VLA: Revisiting Vision-Language-Models in Vision-Language-Action Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning To Draft: Adaptive Speculative Decoding with Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Tight Bounds for Schrodinger Potential Estimation in Unpaired Data Translation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ATGen: Adversarial Reinforcement Learning for Test Case Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
AesCoder: Code Aesthetics with Agentic Reward Feedback
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Graph Diffusion Transformers are In-Context Molecular Designers
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
ATTS: Asynchronous Test-Time Scaling via Conformal Prediction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Octax: Accelerated CHIP-8 Arcade Environments for Reinforcement Learning in JAX
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LoFT: Low-Rank Adaptation That Behaves Like Full Fine-Tuning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Constructive Distortion: Improving MLLMs with Attention-Guided Image Warping
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Action-aware Dynamic Pruning for Efficient Vision-Language-Action Manipulation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Factuality Matters: When Image Generation and Editing Meet Structured Visuals
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
RESA: Bringing Back What Sparse Attention Ignores with Residual Estimation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Bird's-eye-view Informed Reasoning Driver
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Lightweight Transformer for EEG Classification via Balanced Signed Graph Algorithm Unrolling
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Diffusion Alignment as Variataional Expectation-Maximization
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Tackling the XAI Disagreement Problem with Adaptive Feature Grouping
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DESIGNER: Design-Logic-Guided Multidisciplinary Data Synthesis for LLM Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LeanForPhysics: Comprehensive Reasoning Framework for University-level Physics in Lean4
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
How Muon’s Spectral Design Benefits Generalization: A Study on Imbalanced Data
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Divid: Disentangled Spatial-Temporal Modeling within LLMs for Temporally Grounded Video Understanding
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
DynaGuard: A Dynamic Guardian Model With User-Defined Policies
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Sequential Information Bottleneck Fusion: Towards Robust and Generalizable Multi-Modal Brain Tumor Segmentation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VideoAgentTrek: Computer-Use Pretraining from Unlabeled Videos
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Implicit Models: Expressive Power Scales with Test-Time Compute
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
UrbanGS: Efficient and Scalable Architecture for Geometrically Accurate Large-Scene Reconstruction
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
No Pixel Left Behind: A Detail-Preserving Architecture for Robust High-Resolution AI-Generated Image Detection
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Sculptor: Empowering LLMs with Cognitive Agency via Active Context Management
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning to Generate Unit Test via Adversarial Reinforcement Learning
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FACM: Flow-Anchored Consistency Models
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Extending Fourier Neural Operators for Modeling Parameterized and Coupled PDEs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Unlocking Full Efficiency of Token Filtering in Large Language Model Training
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
From Sequential to Parallel: Reformulating Dynamic Programming as GPU Kernels for Large-Scale Stochastic Combinatorial Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Batch and Sequential Unlearning for Neural Networks
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MambaVoiceCloning: Efficient and Expressive Text-to-Speech via State-Space Modeling and Diffusion Control
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Plug-and-Play Fidelity Optimization for Diffusion Transformer Acceleration via Cumulative Error Minimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Quantized Visual Geometry Grounded Transformer
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PrefixMemory-Tuning: Modernizing Prefix-Tuning by Decoupling the Prefix from Attention
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Can Vision–Language Models Assess Graphic Design Aesthetics? A Benchmark, Evaluation, and Dataset Perspective.
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Fostering Video Reasoning via Next-Event Prediction
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Model-based Offline RL via Robust Value-Aware Model Learning with Implicitly Differentiable Adaptive Weighting
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TriC-Motion: Tri-Domain Causal Modeling Grounded Text-to-Motion Generation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
InternSpatial: A Comprehensive Dataset for Spatial Reasoning in Vision-Language Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Multifidelity Simulation-based Inference for Computationally Expensive Simulators
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FLoC: Facility Location-Based Efficient Visual Token Compression for Long Video Understanding
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CoCoDiff: Correspondence-Consistent Diffusion Model for Fine-grained Style Transfer
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
TrustGen: A Platform of Dynamic Benchmarking on the Trustworthiness of Generative Foundation Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Semi-Supervised Preference Optimization with Limited Feedback
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
VERINA: Benchmarking Verifiable Code Generation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
PACEbench: A Framework for Evaluating Practical AI Cyber-Exploitation Capabilities
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Post-Training Quantization for Video Matting
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Difference-Aware Retrieval Polices for Imitation Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Epistemic Uncertainty Quantification To Improve Decisions From Black-Box Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Addressing divergent representations from causal interventions on neural networks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
MetaSpatial: Reinforcing 3D Spatial Reasoning in VLMs for the Metaverse
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Learning Escorted Protocols For Multistate Free-Energy Estimation
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Let OOD Feature Exploring Vast Predefined Classifiers
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SpineBench: A Clinically Salient, Level-Aware Benchmark Powered by the SpineMed-450k Corpus
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FastGHA: Generalized Few-Shot 3D Gaussian Head Avatars with Real-Time Animation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Rethinking JEPA: Compute‑Efficient Video Self-Supervised Learning with Frozen Teachers
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Heterogeneous Agent Q-weighted Policy Optimization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Step-Aware Residual-Guided Diffusion for EEG Spatial Super-Resolution
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GraphUniverse: Enabling Systematic Evaluation of Inductive Generalization
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
FutureFill: Fast Generation from Convolutional Sequence Models
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Query-Aware Flow Diffusion for Graph-Based RAG with Retrieval Guarantees
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Cannistraci-Hebb Training on Ultra-Sparse Spiking Neural Networks
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
OR-PRM: A Process Reward Model for Algorithmic Problem in Operations Research
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
NeMo-map: Neural Implicit Flow Fields for Spatio-Temporal Motion Mapping
[
Slides]
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Misaligned Roles, Misplaced Images: Structural Input Perturbations Expose Multimodal Alignment Blind Spots
[
Slides]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
LEGATO: Large-scale End-to-end Generalizable Approach to Typeset OMR
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
What happens when generative AI models train recursively on each others' outputs?
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
CLUTCH: Contextualized Language model for Unlocking Text-Conditioned Hand motion modelling in the wild
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
GPTailor: Large Language Model Pruning Through Layer Cutting and Stitching
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Scaling Sequence-to-Sequence Generative Neural Rendering
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Hilbert: Recursively Building Formal Proofs with Informal Reasoning
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
Catalog-Native LLM: Speaking Item-ID dialect with Less Entanglement for Recommendation
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
SpinBench: Perspective and Rotation as a Lens on Spatial Reasoning in VLMs
[
Poster]
[
OpenReview]
Poster
Sat Apr 25 11:15 AM -- 01:45 PM (PDT) None
The Expressive Limits of Diagonal SSMs for State-Tracking
[
OpenReview]
Successful Page Load