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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3001
ConsisDrive: Identity-Preserving Driving World Models for Video Generation by Instance Mask
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3002
Generative Blocks World: Moving Things Around in Pictures
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3003
FaSTA*: Fast-Slow Toolpath Agent with Subroutine Mining for Efficient Multi-turn Image Editing
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3004
JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3005
SeedVR2: One-Step Video Restoration via Diffusion Adversarial Post-Training
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3006
TTOM: Test-Time Optimization and Memorization for Compositional Video Generation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3007
FastFlow: Accelerating The Generative Flow Matching Models with Bandit Inference
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3008
SIGMark: Scalable In-Generation Watermark with Blind Extraction for Video Diffusion
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3009
K-Sort Eval: Efficient Preference Evaluation for Visual Generation via Corrected VLM-as-a-Judge
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3010
Reconstruction Alignment Improves Unified Multimodal Models
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3011
FilMaster: Bridging Cinematic Principles and Generative AI for Automated Film Generation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3310
JavisDiT++: Unified Modeling and Optimization for Joint Audio-Video Generation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3012
Object Fidelity Diffusion for Remote Sensing Image Generation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3013
SANA-Video: Efficient Video Generation with Block Linear Diffusion Transformer
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3014
MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3015
Next Visual Granularity Generation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3016
ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3017
SketchingReality: From Freehand Scene Sketches to Photorealistic Images
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3018
RefAny3D: 3D Asset-Referenced Diffusion Models for Image Generation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3118
AUHead: Realistic Emotional Talking Head Generation via Action Units Control
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3117
Many-for-Many: Unify the Training of Multiple Video and Image Generation and Manipulation Tasks
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3116
AdaViewPlanner: Adapting Video Diffusion Models for Viewpoint Planning in 4D Scenes
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3115
VINCIE: Unlocking In-context Image Editing from Video
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3114
DragFlow: Unleashing DiT Priors with Region-Based Supervision for Drag Editing
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3113
Asynchronous Denoising Diffusion Models for Aligning Text-to-Image Generation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3112
Streaming Autoregressive Video Generation via Diagonal Distillation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3110
DiffVax: Optimization-Free Image Immunization Against Diffusion-Based Editing
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3109
Towards One-step Causal Video Generation via Adversarial Self-Distillation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3108
Learning Video Generation for Robotic Manipulation with Collaborative Trajectory Control
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3107
NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3106
Reconstruct Anything Model a lightweight general model for computational imaging
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3105
MotionWeaver: Holistic 4D-Anchored Framework for Multi-Humanoid Image Animation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3104
Condition Errors Refinement in Autoregressive Image Generation with Diffusion Loss
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3103
MeanCache: From Instantaneous to Average Velocity for Accelerating Flow Matching Inference
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3102
Draw-In-Mind: Rebalancing Designer-Painter Roles in Unified Multimodal Models Benefits Image Editing
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3101
BindWeave: Subject-Consistent Video Generation via Cross-Modal Integration
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3201
Learning to Generate Stylized Handwritten Text via a Unified Representation of Style, Content, and Noise
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3202
MoCa: Modeling Object Consistency for 3D Camera Control in Video Generation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3203
Generative Universal Verifier as Multimodal Meta-Reasoner
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3204
ACCORD: Alleviating Concept Coupling through Dependence Regularization for Text-to-Image Diffusion Personalization
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3205
From Prediction to Perfection: Introducing Refinement to Autoregressive Image Generation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3206
reAR: Rethinking Visual Autoregressive Models via Token-wise Consistency Regularization
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3207
There and Back Again: On the relation between Noise and Image Inversions in Diffusion Models
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3208
CASteer: Cross-Attention Steering for Controllable Concept Erasure
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3209
Rethinking Global Text Conditioning in Diffusion Transformers
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3210
QuantSparse: Comprehensively Compressing Video Diffusion Transformer with Model Quantization and Attention Sparsification
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3211
LinearSR: Unlocking Linear Attention for Stable and Efficient Image Super-Resolution
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3212
DVD-Quant: Data-free Video Diffusion Transformers Quantization
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3213
Preserve and Personalize: Personalized Text-to-Image Diffusion Models without Distributional Drift
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3214
ReconViaGen: Towards Accurate Multi-view 3D Object Reconstruction via Generation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3215
ComGS: Efficient 3D Object-Scene Composition via Surface Octahedral Probes
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3216
EgoHandICL: Egocentric 3D Hand Reconstruction with In-Context Learning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3217
BigMaQ: A Big Macaque Motion and Animation Dataset Bridging Image and 3D Pose Representations
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3218
Direct Reward Fine-Tuning on Poses for Single Image to 3D Human in the Wild
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3317
Interp3D: Correspondence-aware Interpolation for Generative Textured 3D Morphing
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3316
MoE-GS: Mixture of Experts for Dynamic Gaussian Splatting
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3315
Beyond Visual Reconstruction Quality: Object Perception-aware 3D Gaussian Splatting for Autonomous Driving
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3314
Mesh Splatting for End-to-end Multiview Surface Reconstruction
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3313
Refine Now, Query Fast: A Decoupled Refinement Paradigm for Implicit Neural Fields
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3312
PatchRefiner V2: Fast and Lightweight Real-Domain High-Resolution Metric Depth Estimation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3311
CogniMap3D: Cognitive 3D Mapping and Rapid Retrieval
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3111
Open-Set Semantic Gaussian Splatting SLAM with Expandable Representation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3309
OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4710
Gradient-Direction-Aware Density Control for 3D Gaussian Splatting
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3308
Segment Any Events with Language
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3307
VideoNSA: Native Sparse Attention Scales Video Understanding
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3306
DeepEyes: Incentivizing "Thinking with Images" via Reinforcement Learning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3305
Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3304
Visual Planning: Let's Think Only with Images
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3303
Autoregressive Models Rival Diffusion Models at ANY-ORDER Generation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3302
AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3301
HiTeA: Hierarchical Temporal Alignment for Training-Free Long-Video Temporal Grounding
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3401
Multi-modal Data Spectrum: Multi-modal Datasets are Multi-dimensional
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3402
AudioX: A Unified Framework for Anything-to-Audio Generation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3403
Video-KTR: Reinforcing Video Reasoning via Key Token Attribution
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3404
SAM-Veteran: An MLLM-Based Human-like SAM Agent for Reasoning Segmentation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5304
SpineBench: A Clinically Salient, Level-Aware Benchmark Powered by the SpineMed-450k Corpus
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3405
Thicker and Quicker: The Jumbo Token for Fast Plain Vision Transformers
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3406
OVID: Open-Vocabulary Intrusion Detection
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3407
ViMo: A Generative Visual GUI World Model for App Agents
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3408
Evaluating Cross-Modal Reasoning Ability and Problem Characteristics with Multimodal Item Response Theory
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3409
Calibrated Information Bottleneck for Trusted Multi-modal Clustering
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3410
Demystifying Supervision Data Generalization in Multimodal LMs
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3411
Point-UQ: An Uncertainty-Quantification Paradigm for Point Cloud Few-Shot Class Incremental Learning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3412
Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3413
ERGO: Efficient High-Resolution Visual Understanding for Vision-Language Models
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3414
Measure Twice, Cut Once: A Semantic-Oriented Approach to Video Temporal Localization with Video LLMs
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3415
HierLoc: Hyperbolic Entity Embeddings for Hierarchical Visual Geolocation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3416
WALT: Web Agents that Learn Tools
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3417
Multimodal Dataset Distillation Made Simple by Prototype-Guided Data Synthesis
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3418
ExpVid: A Benchmark for Experiment Video Understanding & Reasoning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3518
PhysLLM: Harnessing Large Language Models for Cross-Modal Remote Physiological Sensing
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3517
Self-Aug: Query and Entropy Adaptive Decoding for Large Vision-Language Models
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3516
JUDO: A Juxtaposed Domain-Oriented Multimodal Reasoner for Industrial Anomaly QA
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3515
Part-X-MLLM: Part-aware 3D Multimodal Large Language Model
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3514
Agent-X: Evaluating Deep Multimodal Reasoning in Vision-Centric Agentic Tasks
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3513
FakeXplain: AI-Generated Image Detection via Human-Aligned Grounded Reasoning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3512
Wiki-R1: Incentivizing Multimodal Reasoning for Knowledge-based VQA via Data and Sampling Curriculum
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3511
Scenethesis: A Language and Vision Agentic Framework for 3D Scene Generation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3510
H2OFlow: Grounding Human-Object Affordances with 3D Generative Models and Dense Diffused Flows
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3509
SpatialViz-Bench: A Cognitively-Grounded Benchmark for Diagnosing Spatial Visualization in MLLMs
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3508
FLARE: Fully Integration of Vision-Language Representations for Deep Cross-Modal Understanding
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3507
SpatialLadder: Progressive Training for Spatial Reasoning in Vision-Language Models
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3506
Bee: A High-Quality Corpus and Full-Stack Suite to Unlock Advanced Fully Open MLLMs
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3505
MotionSight: Boosting Fine-Grained Motion Understanding in Multimodal LLMs
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3504
HumanPCR: Probing MLLM Capabilities in Diverse Human-Centric Scenes
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3503
Importance Sampling for Multi-Negative Multimodal Direct Preference Optimization
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3502
MMReD: a Cross-Modal Benchmark for Dense Context Reasoning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3501
Vision-SR1: Self-Rewarding Vision-Language Model via Reasoning Decomposition and Multi-Reward Policy Optimization
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3601
VideoZoomer: Reinforcement-Learned Temporal Focusing for Long Video Reasoning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3602
WebWatcher: Breaking New Frontiers of Vision-Language Deep Research Agent
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3603
Spatial CAPTCHA: Generatively Benchmarking Spatial Reasoning for Human-Machine Differentiation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3604
AQuA: Toward Strategic Response Generation for Ambiguous Visual Questions
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3605
Decomposed Attention Fusion in MLLMs for Training-free Video Reasoning Segmentation
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3606
TABLET: A Large-Scale Dataset for Robust Visual Table Understanding
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3607
SCoT: Teaching 3D-LLMs to Think Spatially with Million-scale CoT Annotations
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3608
VisionTrim: Unified Vision Token Compression for Training-Free MLLM Acceleration
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3609
VideoMind: A Chain-of-LoRA Agent for Temporal-Grounded Video Reasoning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3610
IVC-Prune: Revealing the Implicit Visual Coordinates in LVLMs for Vision Token Pruning
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Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3611
Bongard-RWR+: Real-World Representations of Fine-Grained Concepts in Bongard Problems
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3613
VisioMath: Benchmarking Figure-based Mathematical Reasoning in LMMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3614
IWR-Bench: Can LVLMs reconstruct interactive webpage from a user interaction video?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3615
CoT-RVS: Zero-Shot Chain-of-Thought Reasoning Segmentation for Videos
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3616
FOCUS: Efficient Keyframe Selection for Long Video Understanding
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3617
OVSeg3R: Learn Open-vocabulary Instance Segmentation from 2D via 3D Reconstruction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3718
From Pixels to Semantics: Unified Facial Action Representation Learning for Micro-Expression Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3717
Dual Distillation for Few-Shot Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3716
Reasoning-Driven Multimodal LLM for Domain Generalization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3715
Let's Split Up: Zero-Shot Classifier Edits for Fine-Grained Video Understanding
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3714
Interpretable 3D Neural Object Volumes for Robust Conceptual Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3713
Attention, Please! Revisiting Attentive Probing Through the Lens of Efficiency
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3712
QueryStream: Advancing Streaming Video Understanding with Query-Aware Pruning and Proactive Response
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3711
Grounding-IQA: Grounding Multimodal Language Model for Image Quality Assessment
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3710
KernelFusion: Zero-Shot Blind Super-Resolution via Patch Diffusion
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3709
DiffuDETR: Rethinking Detection Transformers with Denoising Diffusion Process
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3708
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3707
Hilbert-Guided Sparse Local Attention
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3706
Measuring the Intrinsic Dimension of Earth Representations
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3705
EmotionHallucer: Evaluating Emotion Hallucinations in Multimodal Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3704
VoMP: Predicting Volumetric Mechanical Property Fields
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3702
Asymmetric Synthetic Data Update for Domain Incremental Dataset Distillation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3701
Exploring State-Space Models for Data-Specific Neural Representations
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3801
Parameterization-Based Dataset Distillation of 3D Point Clouds through Learnable Shape Morphing
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3802
Bootstrapping MLLM for Weakly‑Supervised Class‑Agnostic Object Counting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3803
CoEmoGen: Towards Semantically-Coherent and Scalable Emotional Image Content Generation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3804
MotionGPT3: Human Motion as a Second Modality
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3805
Anime-Ready: Controllable 3D Anime Character Generation with Body-Aligned Component-Wise Garment Modeling
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3806
LiFR-Seg: Anytime High-Frame-Rate Segmentation via Event-Guided Propagation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3807
DETR-ViP: Detection Transformer with Robust Discriminative Visual Prompts
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3808
Operationalizing Data Minimization for Privacy-Preserving LLM Prompting
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3809
Natural Identifiers for Privacy and Data Audits in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3810
Mitigating Privacy Risk via Forget Set-Free Unlearning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3318
Fine-Grained Activation Steering: Steering Less, Achieving More
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3811
Secure Outlier-Aware Large Language Model Inference
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3812
A Law of Data Reconstruction for Random Features (And Beyond)
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3813
Winter Soldier: Backdooring Language Models at Pre-Training with Indirect Data Poisoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3814
ULD-Net: Enabling Ultra-Low-Degree Fully Polynomial Networks for Homomorphically Encrypted Inference
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3815
INO-SGD: Addressing Utility Imbalance under Individualized Differential Privacy
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3816
Back to Square Roots: An Optimal Bound on the Matrix Factorization Error for Multi-Epoch Differentially Private SGD
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3817
Convergent Differential Privacy Analysis for General Federated Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3818
Secure Inference for Diffusion Models via Unconditional Scores
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3918
Protection against Source Inference Attacks in Federated Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3917
ReTrace: Reinforcement Learning-Guided Reconstruction Attacks on Machine Unlearning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3916
Don't Shift the Trigger: Robust Gradient Ascent for Backdoor Unlearning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3915
When Priors Backfire: On the Vulnerability of Unlearnable Examples to Pretraining
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3914
Fingerprinting Deep Neural Networks for Ownership Protection: An Analytical Approach
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3913
Memorization Through the Lens of Sample Gradients
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3912
Steering Diffusion Models Towards Credible Content Recommendation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3911
Safeguarding Multimodal Knowledge Copyright in the RAG-as-a-Service Environment
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3910
Unlearning Isn't Invisible: Detecting Unlearning Traces in LLMs from Model Outputs
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3909
Propaganda AI: An Analysis of Semantic Divergence in Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3908
Adversarial Déjà Vu: Jailbreak Dictionary Learning for Stronger Generalization to Unseen Attacks
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3907
RedSage: A Cybersecurity Generalist LLM
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3906
Inference-Time Personalized Safety Control via Paired Difference-in-Means Intervention
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3905
Co-occurring Associated REtained concepts in Diffusion Unlearning
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3904
Purifying Generative LLMs from Backdoors without Prior Knowledge or Clean Reference
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3903
Beyond Raw Detection Scores: Markov-Informed Calibration for Boosting Machine-Generated Text Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3902
JULI: Jailbreak Large Language Models by Self-Introspection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3901
Why Do Unlearnable Examples Work: A Novel Perspective of Mutual Information
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4003
The Alignment Auditor: A Bayesian Framework for Verifying and Refining LLM Objectives
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4004
Sharpness-Aware Machine Unlearning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4005
Erase or Hide? Suppressing Spurious Unlearning Neurons for Robust Unlearning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5301
FaithCoT-Bench: Benchmarking Instance-Level Faithfulness of Chain-of-Thought Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4006
All Code, No Thought: Language Models Struggle to Reason in Ciphered Language
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4007
ContextBench: Modifying Contexts for Targeted Latent Activation and Behaviour Elicitation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4008
Discovering and Steering Interpretable Concepts in Large Generative Music Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4009
Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4010
Output Supervision Can Obfuscate the Chain of Thought
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4011
In-Context Algebra
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4012
GNN Explanations that do not Explain and How to find Them
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4013
Reasoning or Retrieval? A Study of Answer Attribution on Large Reasoning Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4014
Attributing Response to Context: A Jensen–Shannon Divergence Driven Mechanistic Study of Context Attribution in Retrieval-Augmented Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4015
When Reasoning Meets Compression: Understanding the Effects of LLMs Compression on Large Reasoning Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4016
Testing Most Influential Sets
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4017
Doxing via the Lens: Revealing Location-related Privacy Leakage on Multi-modal Large Reasoning Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4018
A Fair Bayesian Inference through Matched Gibbs Posterior
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4118
Data-Aware and Scalable Sensitivity Analysis for Decision Tree Ensembles
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4117
LingoLoop Attack: Trapping MLLMs via Linguistic Context and State Entrapment into Endless Loops
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4116
Jailbreaking on Text-to-Video Models via Scene Splitting Strategy
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4115
RepIt: Steering Language Models with Concept-Specific Refusal Vectors
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4114
RelayFormer: A Unified Local-Global Attention Framework for Scalable Image and Video Manipulation Localization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4113
GuidedBench: Measuring and Mitigating the Evaluation Discrepancies of In-the-wild LLM Jailbreak Methods
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5303
A universal compression theory for lottery ticket hypothesis and neural scaling laws
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4112
ARMOR: Aligning Secure and Safe Large Language Models via Meticulous Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4111
Formalising Human-in-the-Loop: Computational Reductions, Failure Modes, and Legal-Moral Responsibility
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4110
Benchmarking Bias Mitigation Toward Fairness Without Harm from Vision to LVLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4109
Ghost in the Cloud: Your Geo-Distributed Large Language Models Training is Easily Manipulated
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4108
D&R: Recovery-based AI-Generated Text Detection via a Single Black-box LLM Call
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4107
Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4106
Detecting Data Contamination from Reinforcement Learning Post-training for Large Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4105
Beyond RLHF and NLHF: Population-Proportional Alignment under an Axiomatic Framework
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4104
Diversity-Enhanced Reasoning for Subjective Questions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4103
Doubly-Regressing Approach for Subgroup Fairness
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4102
Any-Depth Alignment: Unlocking Innate Safety Alignment of LLMs to Any-Depth
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4101
Multi-Feature Quantized Self-Attention for Fair Large Language Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4201
DIVERSE: Disagreement-Inducing Vector Evolution for Rashomon Set Exploration
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4203
A Rich Knowledge Space for Scalable Deepfake Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4202
Online Learning and Equilibrium Computation with Ranking Feedback
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4204
Safety Subspaces are Not Linearly Distinct: A Fine-Tuning Case Study
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4205
Unlearning during Training: Domain-Specific Gradient Ascent for Domain Generalization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4206
VUDG: A Dataset for Video Understanding Domain Generalization
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4207
Computing Equilibrium beyond Unilateral Deviation
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4208
Code World Models for General Game Playing
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4209
Instance-Dependent Fixed-Budget Pure Exploration in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4210
Testing Fourier Sparsity via Implicit Sensing
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4211
Transformers Trained via Gradient Descent Can Provably Learn a Class of Teacher Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4212
Stable coresets: Unleashing the power of uniform sampling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4213
Rényi Sharpness: A Novel Sharpness that Strongly Correlates with Generalization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4214
Frozen Policy Iteration: Computationally Efficient RL under Linear $Q^{\pi}$ Realizability for Deterministic Dynamics
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4215
SGD-Based Knowledge Distillation with Bayesian Teachers: Theory and Guidelines
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4216
Saddle-to-Saddle Dynamics Explains A Simplicity Bias Across Neural Network Architectures
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4217
Directional Convergence, Benign Overfitting of Gradient Descent in leaky ReLU two-layer Neural Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4218
Dynamical properties of dense associative memory
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4318
Learning in Prophet Inequalities with Noisy Observations
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4317
Gradient Descent Dynamics of Rank-One Matrix Denoising
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4316
Personalized Collaborative Learning with Affinity-Based Variance Reduction
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4315
On the Convergence Behavior of Preconditioned Gradient Descent Toward the Rich Learning Regime
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4314
Preventing Model Collapse Under Overparametrization: Optimal Mixing Ratios for Interpolation Learning and Ridge Regression
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4313
Minimax Rates for Learning Pairwise Interactions in Attention-Style Models
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4312
When Bias Meets Trainability: Connecting Theories of Initialization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4002
QWHA: Quantization-Aware Walsh-Hadamard Adaptation for Parameter-Efficient Fine-Tuning on Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4311
Sampling Complexity of TD and PPO in RKHS
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4310
CLUE: Conflict-guided Localization for LLM Unlearning Framework
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4309
Block Recurrent Dynamics in Vision Transformers
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4308
What's the plan? Metrics for implicit planning in LLMs and their application to rhyme generation and question answering
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4307
Hessian-Enhanced Token Attribution (HETA): Interpreting Autoregressive LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4306
Mixing Mechanisms: How Language Models Retrieve Bound Entities In-Context
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4305
Video Unlearning via Low-Rank Refusal Vector
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4304
Eliciting Numerical Predictive Distributions of LLMs Without Auto-Regression
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4303
Markovian Transformers for Informative Language Modeling
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4302
Causality ≠ Invariance: Function and Concept Vectors in LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4301
ACE: Attribution-Controlled Knowledge Editing for Multi-hop Factual Recall
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4401
On the Limits of Sparse Autoencoders: A Theoretical Framework and Reweighted Remedy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4402
Medical Interpretability and Knowledge Maps of Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4403
Temporal superposition and feature geometry of RNNs under memory demands
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4404
Emotions Where Art Thou: Understanding and Characterizing the Emotional Latent Space of Large Language Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4405
The Lattice Representation Hypothesis of Large Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4406
Reshaping Reasoning in LLMs: A Theoretical Analysis of RL Training Dynamics through Pattern Selection
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4407
Efficient algorithms for Incremental Metric Bipartite Matching
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4408
Generalizable Heuristic Generation Through LLMs with Meta-Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4409
OrderDP: A Theoretically Guaranteed Lossless Dynamic Data Pruning Framework
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4410
A Scalable Constant-Factor Approximation Algorithm for $W_p$ Optimal Transport
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4411
Rethinking Uncertainty Estimation in LLMs: A Principled Single-Sequence Measure
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4412
BED-LLM: Intelligent Information Gathering with LLMs and Bayesian Experimental Design
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4413
``Noisier'’ Noise Contrastive Estimation is (Almost) Maximum Likelihood
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4414
Cross-Tokenizer Likelihood Scoring Algorithms for Language Model Distillation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4415
Curse of Slicing: Why Sliced Mutual Information is a Deceptive Measure of Statistical Dependence
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4416
Fine-tuning Behavioral Cloning Policies with Preference‑Based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3703
MatRIS: Toward Reliable and Efficient Pretrained Machine Learning Interatomic Potentials
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4417
Q-learning with Posterior Sampling
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4418
Beyond Softmax and Entropy: Convergence Rates of Policy Gradients with $\boldsymbol{f}$-SoftArgmax Parameterization $\&$ Coupled Regularization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4518
Convergence of an actor-critic gradient flow for entropy regularised MDPs in general spaces
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4517
WARC-Bench: Web Archive based Benchmark for GUI Subtask Executions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4516
A Unifying View of Coverage in Linear Off-policy Evaluation
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4515
Robust Adaptive Multi-Step Predictive Shielding
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4514
Grouping Nodes with known Value Differences: A lossless UCT-based Abstraction Algorithm
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4513
Welfarist Formulations for Diverse Similarity Search
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4512
Random Spiking Neural Networks are Stable and Spectrally Simple
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4511
The Geometry of LLM Quantization: GPTQ as Babai's Nearest Plane Algorithm
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4510
Specialization after Generalization: Towards Understanding Test-Time Training in Foundation Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4509
Offline Reinforcement Learning with Adaptive Feature Fusion
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4508
Improving and Accelerating Offline RL in Large Discrete Action Spaces with Structured Policy Initialization
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4507
Adaptive Scaling of Policy Constraints for Offline Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4506
APC-RL: Exceeding data-driven behavior priors with adaptive policy composition
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4505
Efficient Offline Reinforcement Learning via Peer-Influenced Constraint
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4504
Decoupled Q-Chunking
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4503
Scalable In-Context Q-Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4502
ADM-v2: Pursuing Full-Horizon Roll-out in Dynamics Models for Offline Policy Learning and Evaluation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4501
Offline Preference-Based Value Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4601
MAGE: Multi-scale Autoregressive Generation for Offline Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4602
Escaping Policy Contraction: Contraction-Aware PPO (CaPPO) for Stable Language Model Fine-Tuning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4603
Use the Online Network If You Can: Towards Fast and Stable Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4604
Efficient Reinforcement Learning by Guiding World Models with Non-Curated Data
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4605
Don't Just Fine-tune the Agent, Tune the Environment
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4606
Principled Fast and Meta Knowledge Learners for Continual Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4607
FlowRL: Matching Reward Distributions for LLM Reasoning
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4608
BRIDGE: Bi-level Reinforcement Learning for Dynamic Group Structure in Coalition Formation Games
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4609
Intention-Conditioned Flow Occupancy Models
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4610
Reliability-Adjusted Prioritized Experience Replay
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4611
RLAC: Reinforcement Learning with Adversarial Critic for Free-Form Generation Tasks
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4612
Stackelberg Coupling of Online Representation Learning and Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4613
Adaptive Rollout Allocation for Online Reinforcement Learning with Verifiable Rewards
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4614
Rank-GRPO: Training LLM-based Conversational Recommender Systems with Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4615
Quantile Advantage Estimation: Stabilizing RLVR for LLM Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3612
DexMove: Learning Tactile-Guided Non-Prehensile Manipulation with Dexterous Hands
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4616
Graph-Theoretic Intrinsic Reward: Guiding RL with Effective Resistance
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4617
Wavelet Predictive Representations for Non-Stationary Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4618
AMPED: Adaptive Multi-objective Projection for balancing Exploration and skill Diversification
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4718
Parameter-Efficient Reinforcement Learning using Prefix Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4717
Tricks or Traps? A Deep Dive into RL for LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4716
Horizon Imagination: Efficient On-Policy Rollout in Diffusion World Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4715
On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4714
DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Tree-based Search
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4713
Policy Likelihood-based Query Sampling and Critic-Exploited Reset for Efficient Preference-based Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4712
3D-aware Disentangled Representation for Compositional Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4711
Flowing Through States: Neural ODE Regularization for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4709
Entropy Regularizing Activation: Boosting Continuous Control, Large Language Models, and Image Classification with Activation as Entropy Constraints
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4708
MVR: Multi-view Video Reward Shaping for Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4707
Mirage or Method? How Model–Task Alignment Induces Divergent RL Conclusions
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4706
Deep SPI: Safe Policy Improvement via World Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4705
SafeMPO: Constrained Reinforcement Learning with Probabilistic Incremental Improvement
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4704
SSVPO: Effective Step-Level Credit Assignment for RL Training of Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4703
Robustness in the Face of Partial Identifiability in Reward Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4702
When Is Diversity Rewarded in Cooperative Multi-Agent Learning?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4701
KRAMABENCH: A Benchmark for AI Systems on Data-to-Insight Pipelines over Data Lakes
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4801
Correlated Policy Optimization in Multi-Agent Subteams
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4802
Look-ahead Reasoning with a Learned Model in Imperfect Information Games
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4803
ST-WebAgentBench: A Benchmark for Evaluating Safety and Trustworthiness in Web Agents
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4804
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4805
Continuous-Time Value Iteration for Multi-Agent Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4806
GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving
[
OpenReview]
Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4807
Defending Against Unknown Corrupted Agents: Reinforcement Learning of Adversarially Robust Nash Equilibria
[
Poster]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4808
Variance-Dependent Regret Lower Bounds for Contextual Bandits
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4809
All Roads Lead to Likelihood: The Value of Reinforcement Learning in Fine-Tuning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4810
ComputerRL: Scaling End-to-End Online Reinforcement Learning for Computer Use Agents
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4811
EUBRL: Epistemic Uncertainty Directed Bayesian Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4812
Near-Optimal Online Deployment and Routing for Streaming LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4813
MobileRL: Online Agentic Reinforcement Learning for Mobile GUI Agents
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4814
Information-based Value Iteration Networks for Decision Making Under Uncertainty
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4815
WebSeer: Training Deeper Search Agents through Reinforcement Learning with Self-Reflection
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4816
ReCAPA: Hierarchical Predictive Correction to Mitigate Cascading Failures
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4817
TRIM: Hybrid Inference via Targeted Stepwise Routing in Multi-Step Reasoning Tasks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4818
Gaia2: Benchmarking LLM Agents on Dynamic and Asynchronous Environments
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4918
Prompt Curriculum Learning for Efficient LLM Post-Training
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4917
AutoTool: Automatic Scaling of Tool-Use Capabilities in RL via Decoupled Entropy Constraints
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4916
Beyond English-Centric Training: How Reinforcement Learning Improves Cross-Lingual Reasoning in LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4915
Shop-R1: Rewarding LLMs to Simulate Human Behavior in Online Shopping via Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4914
Stop Unnecessary Reflection: Training LRMs for Efficient Reasoning with Adaptive Reflection and Length Coordinated Penalty
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4913
Scaling Goal-conditioned Reinforcement Learning with Multistep Quasimetric Distances
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4912
Robust Optimization for Mitigating Reward Hacking with Correlated Proxies
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4911
Discrete Compositional Generation via General Soft Operators and Robust Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4910
Toward Efficient Exploration by Large Language Model Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4909
SWE-RM: Execution-free Feedback for Software Engineering Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4908
Predictive CVaR Q-learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4907
Omni-Reward: Towards Generalist Omni-Modal Reward Modeling with Free-Form Preferences
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4906
Group-Relative REINFORCE Is Secretly an Off-Policy Algorithm: Demystifying Some Myths About GRPO and Its Friends
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4905
Meta-RL Induces Exploration in Language Agents
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4904
Aegis: Automated Error Generation and Attribution for Multi-Agent Systems
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5302
DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4903
Fracture-GS: Dynamic Fracture Simulation with Physics-Integrated Gaussian Splatting
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4902
TaTToo: Tool-Grounded Thinking PRM for Test-Time Scaling in Tabular Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4901
Neural Optimal Transport Meets Multivariate Conformal Prediction
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5001
ScaleCUA: Scaling Open-Source Computer Use Agents with Cross-Platform Data
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5002
What matters for Representation Alignment: Global Information or Spatial Structure?
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5003
Kevin: Multi-Turn RL for Generating CUDA Kernels
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5004
Learning to Reason via Mixture-of-Thought for Logical Reasoning
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5005
PersonaX: Multimodal Datasets with LLM-Inferred Behavior Traits
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5006
FormalML: A Benchmark for Evaluating Formal Subgoal Completion in Machine Learning Theory
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5007
Mobile-GS: Real-time Gaussian Splatting for Mobile Devices
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5008
TTSDS2: Resources and Benchmark for Evaluating Human-Quality Text to Speech Systems
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5009
Weak-to-Strong Diffusion with Reflection
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5010
Beyond Hearing: Learning Task-Agnostic ExG Representations from Earphones via Physiology-Informed Tokenization
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5011
Probing to Refine: Reinforcement Distillation of LLM Reasoners via Explanatory Inversion
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5012
Computational Bottlenecks for Denoising Diffusions
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5013
An Information-Theoretic Parameter-Free Bayesian Framework for Probing Labeled Dependency Trees from Attention Score
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5014
Into the Rabbit Hull: From Task-Relevant Concepts in DINO to Minkowski Geometry
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5015
MLE-Smith: Scaling MLE Tasks with Automated Multi-agent Pipeline
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5016
Not All Documents Are What You Need for Extracting Instruction Tuning Data
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5017
MATRIX: Mask Track Alignment for Interaction-aware Video Generation
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5018
Reward Is Enough: LLMs Are In-Context Reinforcement Learners
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5118
Revisiting Tree-Sliced Wasserstein Distance Through the Lens of the Fermat–Weber Problem
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5117
FAPO: Flawed-Aware Policy Optimization for Efficient and Reliable Reasoning
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5116
CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5115
Advancing Complex Video Object Segmentation via Progressive Concept Construction
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5114
Discrete Diffusion Trajectory Alignment via Stepwise Decomposition
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5214
Stronger-MAS: Multi-Agent Reinforcement Learning for Collaborative LLMs
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5113
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM Generation
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5112
Mixed-Curvature Tree-Sliced Wasserstein Distance
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5111
Text2Interact: High-Fidelity and Diverse Text-to-Two-Person Interaction Generation
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5110
On the Convergence of Two-Layer Kolmogorov-Arnold Networks with First-Layer Training
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5109
Pursuing Minimal Sufficiency in Spatial Reasoning
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5108
UIS-Digger: Towards Comprehensive Research Agent Systems for Real-world Unindexed Information Seeking
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5107
EXPO: Stable Reinforcement Learning with Expressive Policies
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5106
GoT-R1: Unleashing Reasoning Capability of Autoregressive Visual Generation with Reinforcement Learning
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5105
FREAK: A Fine-grained Hallucination Evaluation Benchmark for Advanced MLLMs
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5104
Towards a Theoretical Understanding of In-context Learning: Stability and Non-I.I.D Generalisation
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5103
SigLIP-HD by Fine-to-Coarse Supervision
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5102
Zeros can be Informative: Masked Binary U-Net for Image Segmentation on Tensor Cores
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5101
Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5201
Market Games for Generative Models: Equilibria, Welfare, and Strategic Entry
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5202
MolecularIQ: Characterizing Chemical Reasoning Capabilities Through Symbolic Verification on Molecular Graphs
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5203
MATH-Beyond: A Benchmark for RL to Expand Beyond the Base Model
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5204
The Matthew Effect of AI Programming Assistants: A Hidden Bias in Software Evolution
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5205
Falcon: Fast Proximal Linearization of Normalized Cuts for Unsupervised Image Segmentation
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5206
SimBench: Benchmarking the Ability of Large Language Models to Simulate Human Behaviors
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5207
IGU-LoRA: Adaptive Rank Allocation via Integrated Gradients and Uncertainty-Aware Scoring
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5208
High Accuracy, Less Talk (HALT): Reliable LLMs through Capability-Aligned Finetuning
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5209
Look Carefully: Adaptive Visual Reinforcements in Multimodal Large Language Models for Hallucination Mitigation
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5210
Learning from Label Proportions via Proportional Value Classification
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5211
Seeing but Not Believing: Probing the Disconnect Between Visual Attention and Answer Correctness in VLMs
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5212
Breaking the Total Variance Barrier: Sharp Sample Complexity for Linear Heteroscedastic Bandits with Fixed Action Set
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5213
Householder-Diagonalized Linear Attention (HDLA): Utilizing Enhanced Decay Mechanism for Efficient Sequence Modeling
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5215
Perturbation-Induced Linearization: Constructing Unlearnable Data with Solely Linear Classifiers
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5216
VibeVoice: Expressive Podcast Generation with Next-Token Diffusion
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Slides]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5217
ToolTree: Efficient LLM Tool Planning via Dual-Feedback Monte Carlo Tree Search and Bidirectional Pruning
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5218
From Pixels to Words -- Towards Native Vision-Language Primitives at Scale
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5318
Pushing on Multilingual Reasoning Models with Language-Mixed Chain-of-Thought
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5317
Learning to Play Multi-Follower Bayesian Stackelberg Games
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5316
Alignment through Meta-Weighted Online Sampling: Bridging the Gap between Data Generation and Preference Optimization
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5315
JailNewsBench: Multi-Lingual and Regional Benchmark for Fake News Generation under Jailbreak Attacks
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5314
SIM-CoT: Supervised Implicit Chain-of-Thought
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5313
AutoFigure: Generating and Refining Publication-Ready Scientific Illustrations
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Poster]
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5312
Measuring Uncertainty Calibration
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5311
Visual Prompt-Agnostic Evolution
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Poster]
[
OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5310
Point-MoE: Large-Scale Multi-Dataset Training with Mixture-of-Experts for 3D Semantic Segmentation
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5309
Fantastic Pretraining Optimizers and Where to Find Them
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5308
Cyber-Zero: Training Cybersecurity Agents without Runtime
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5307
Distributionally Robust Linear Regression with Block Lewis Weights
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OpenReview]
Blog Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5306
Don't Look Up (Every Token): Escaping Quadratic Complexity via Geometric Patterns and Algorithms
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OpenReview]
Journal Track Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#5305
Simplex Constrained Sparse Optimization via Tail Screening
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JMLR]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#3618
Humanline: Online Alignment as Perceptual Loss
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OpenReview]
Poster
Fri Apr 24 11:15 AM -- 01:45 PM (PDT) @ Pavilion 4 P4-#4001
Programming with Pixels: Can Computer-Use Agents do Software Engineering?
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OpenReview]
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