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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3001
Forget Many, Forget Right: Scalable and Precise Concept Unlearning in Diffusion Models
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3002
Dynamic Classifier-Free Diffusion Guidance via Online Feedback
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3003
I-DRUID: Layout to image generation via instance-disentangled representation and unpaired data
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3004
Controllable First-Frame-Guided Video Editing via Mask-Aware LoRA Fine-Tuning
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3005
SatDreamer360: Multiview-Consistent Generation of Ground-Level Scenes from Satellite Imagery
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3006
Error as Signal: Stiffness-Aware Diffusion Sampling via Embedded Runge-Kutta Guidance
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3007
FlowGen: Synthesizing Diverse Flowcharts to Enhance and Benchmark MLLM Reasoning
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3008
Story-Iter: A Training-free Iterative Paradigm for Long Story Visualization
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3009
FlowAlign: Trajectory-Regularized, Inversion-Free Flow-based Image Editing
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3010
LapFlow: Laplacian Multi-scale Flow Matching for Generative Modeling
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3011
Long-Text-to-Image Generation via Compositional Prompt Decomposition
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3012
Easier Painting Than Thinking: Can Text-to-Image Models Set the Stage, but Not Direct the Play?
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3013
FlowCast: Trajectory Forecasting for Scalable Zero-Cost Speculative Flow Matching
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3014
UltraViCo: Breaking Extrapolation Limits in Video Diffusion Transformers
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3015
Turbo-DDCM: Fast and Flexible Zero-Shot Diffusion-Based Image Compression
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3016
Monocular Normal Estimation via Shading Sequence Estimation
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3017
Overshoot and Shrinkage in Classifier-Free Guidance: From Theory to Practice
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3207
Unified In-Context Video Editing
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3018
ImagenWorld: Stress-Testing Image Generation Models with Explainable Human Evaluation on Open-ended Real-World Tasks
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3118
LearnIR: Learnable Posterior Sampling for Real-World Image Restoration
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3117
CIAR: Interval-based Collaborative Decoding for Image Generation Acceleration
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3115
NeuralOS: Towards Simulating Operating Systems via Neural Generative Models
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3114
Analyzing the Training Dynamics of Image Restoration Transformers: A Revisit to Layer Normalization
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3113
MVCustom: Multi-View Customized Diffusion via Geometric Latent Rendering and Completion
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3112
MAGREF: Masked Guidance for Any-Reference Video Generation with Subject Disentanglement
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3111
ChronoEdit: Towards Temporal Reasoning for In-Context Image Editing and World Simulation
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3110
Synthetic History: Evaluating Visual Representations of the Past in Diffusion Models
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3109
D-AR: Diffusion via Autoregressive Models
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3108
Diffusion Models as Dataset Distillation Priors
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3107
Detecting and Mitigating Memorization in Diffusion Models through Anisotropy of the Log-Probability
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3106
Hyperspherical Latents Improve Continuous-Token Autoregressive Generation
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3105
Recover Cell Tensor: Diffusion-Equivalent Tensor Completion for Fluorescence Microscopy Imaging
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3104
Stochastic Self-Guidance for Training-Free Enhancement of Diffusion Models
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3103
Pixel-Perfect Puppetry: Precision-Guided Enhancement for Face Image and Video Editing
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3102
Cross-ControlNet: Training-Free Fusion of Multiple Conditions for Text-to-Image Generation
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3101
Mod-Adapter: Tuning-Free and Versatile Multi-concept Personalization via Modulation Adapter
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3201
Point Prompting: Counterfactual Tracking with Video Diffusion Models
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3202
Bridging the Distribution Gap to Harness Pretrained Diffusion Priors for Super-Resolution
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3203
MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3204
FlashWorld: High-quality 3D Scene Generation within Seconds
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3811
Video-As-Prompt: Unified Semantic Control for Video Generation
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Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3205
Faster Diffusion Through Temporal Attention Decomposition
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3206
Depth Anything 3: Recovering the Visual Space from Any Views
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3208
Lyra: Generative 3D Scene Reconstruction via Video Diffusion Model Self-Distillation
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3209
SesaHand: Enhancing 3D Hand Reconstruction via Controllable Generation with Semantic and Structural Alignment
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3210
ShapeGen4D: Towards High Quality 4D Shape Generation from Videos
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Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3211
SurfSplat: Conquering Feedforward 2D Gaussian Splatting with Surface Continuity Priors
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3212
Radiometrically Consistent Gaussian Surfels for Inverse Rendering
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3213
Dens3R: A Foundation Model for 3D Geometry Prediction
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3215
Text-to-3D by Stitching a Multi-view Reconstruction Network to a Video Generator
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3216
Topology-Preserved Auto-regressive Mesh Generation in the Manner of Weaving Silk
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3217
True Self-Supervised Novel View Synthesis is Transferable
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3318
AssetFormer: Modular 3D Assets Generation with Autoregressive Transformer
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3317
UniSplat: Unified Spatio-Temporal Fusion via 3D Latent Scaffolds for Dynamic Driving Scene Reconstruction
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3316
$\pi^3$: Permutation-Equivariant Visual Geometry Learning
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3315
LumiTex: Towards High-Fidelity PBR Texture Generation with Illumination Context
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3314
Mono4DGS-HDR: High Dynamic Range 4D Gaussian Splatting from Alternating-exposure Monocular Videos
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3313
DA$^{2}$: Depth Anything in Any Direction
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3312
STVG-R1: Incentivizing Instance-Level Reasoning and Grounding in Videos via Reinforcement Learning
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3311
GuirlVG: Incentivize GUI Visual Grounding via Empirical Exploration on Reinforcement Learning
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3310
THEMIS: Towards Holistic Evaluation of MLLMs for Scientific Paper Fraud Forensics
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3309
MMDuet2: Enhancing Proactive Interaction of Video MLLMs with Multi-Turn Reinforcement Learning
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3308
VLM-SubtleBench: How Far Are VLMs from Human-Level Subtle Comparative Reasoning?
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3307
Unlocking the Essence of Beauty: Advanced Aesthetic Reasoning with Relative-Absolute Policy Optimization
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3306
Rethinking Radiology Report Generation: From Narrative Flow to Topic-Guided Findings
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3305
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3304
IVEBench: Modern Benchmark Suite for Instruction-Guided Video Editing Assessment
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3303
Vid-LLM: A Compact Video-based 3D Multimodal LLM with Reconstruction–Reasoning Synergy
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3302
Threading Keyframe with Narratives: MLLMs as Strong Long Video Comprehenders
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3301
Culture In a Frame: C$^3$B as a Comic-Based Benchmark for Multimodal Culturally Awareness
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3401
MergeMix: A Unified Augmentation Paradigm for Visual and Multi-Modal Understanding
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3402
Cat-PO: Cross-modal Adaptive Token-rewards for Preference Optimization in Truthful Multimodal LLMs
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5213
Task-Aware Data Selection via Proxy-Label Enhanced Distribution Matching for LLM Finetuning
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3403
TimeSearch-R: Adaptive Temporal Search for Long-Form Video Understanding via Self-Verification Reinforcement Learning
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3404
MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3405
Dynamic Reflections: Probing Video Representations with Text Alignment
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3406
GHOST: Hallucination-Inducing Image Generation for Multimodal LLMs
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3407
Game-RL: Synthesizing Multimodal Verifiable Game Data to Boost VLMs' General Reasoning
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3408
Text2Arch: A Dataset for Generating Scientific Architecture Diagrams from Natural Language Descriptions
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3409
Rex-Thinker: Grounded Object Referring via Chain-of-Thought Reasoning
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3410
Spotlight on Token Perception for Multimodal Reinforcement Learning
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3411
OmniSTVG: Toward Spatio-Temporal Omni-Object Video Grounding
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3412
GOT-Edit: Geometry-Aware Generic Object Tracking via Online Model Editing
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3413
Endowing GPT-4 with a Humanoid Body: Building the Bridge Between Off-the-Shelf VLMs and the Physical World
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3414
Midway Network: Learning Representations for Recognition and Motion from Latent Dynamics
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3415
Discrete Diffusion for Reflective Vision-Language-Action Models in Autonomous Driving
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3416
Unleashing Perception-Time Scaling to Multimodal Reasoning Models
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3417
VideoMathQA: Benchmarking Mathematical Reasoning via Multimodal Understanding in Video
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3418
AC-Foley: Reference-Audio-Guided Video-to-Audio Synthesis with Acoustic Transfer
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3518
A.I.R.: Enabling Adaptive, Iterative, and Reasoning-based Frame Selection For Video Question Answering
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3517
VisionReasoner: Unified Reasoning-Integrated Visual Perception via Reinforcement Learning
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3516
Unified Multi-Modal Interactive and Reactive 3D Motion Generation via Rectified Flow
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3515
SpectralGCD: Spectral Concept Selection and Cross-modal Representation Learning for Generalized Category Discovery
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3514
Revisual-R1: Advancing Multimodal Reasoning From Optimized Cold Start to Staged Reinforcement Learning
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3513
CubeBench: Diagnosing Interactive, Long-Horizon Physical Intelligence under Partial Observations
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3512
MergeTune: Continued Fine-Tuning of Vision-Language Models
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3511
IndicVisionBench: Benchmarking Cultural and Multilingual Understanding in VLMs
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3510
Self-Evolving Vision-Language Models for Image Quality Assessment via Voting and Ranking
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3509
VisualPRM400K: An Effective Dataset for Training Multimodal Process Reward Models
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3508
MMTok: Multimodal Coverage Maximization for Efficient Inference of VLMs
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3507
Memento: Toward an All-Day Proactive Assistant for Ultra-Long Streaming Video
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3506
CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3505
Reasoning as Representation: Rethinking Visual Reinforcement Learning in Image Quality Assessment
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3504
QLIP: A Dynamic Quadtree Vision Prior Enhances MLLM Performance Without Retraining
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3503
U-MARVEL: Unveiling Key Factors for Universal Multimodal Retrieval via Embedding Learning with MLLMs
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3502
Efficient Multimodal Spatial Reasoning via Dynamic and Asymmetric Routing
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3501
UniFlow: A Unified Pixel Flow Tokenizer for Visual Understanding and Generation
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3601
SPR$^2$Q: Static Priority-based Rectifier Routing Quantization for Image Super-Resolution
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3602
Theory of Space: Can Foundation Models Construct Spatial Beliefs through Active Exploration?
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3603
Unveiling the Cognitive Compass: Theory-of-Mind–Guided Multimodal Emotion Reasoning
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3605
Enhancing Multi-Image Understanding through Delimiter Token Scaling
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4109
PromptHub: Enhancing Multi-Prompt Visual In-Context Learning with Locality-Aware Fusion, Concentration and Alignment
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3606
PIRN: Prototypical-based Intra-modal Reconstruction with Normality Communication for Multi-modal Anomaly Detection.
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3607
Better Together: Leveraging Unpaired Multimodal Data for Stronger Unimodal Models
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4910
A Comprehensive Information-Decomposition Analysis of Large Vision-Language Models
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3608
Linear Mechanisms for Spatiotemporal Reasoning in Vision Language Models
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3604
Achieving low-bit Muon through subspace preservation and grid quantization
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3609
Exploring the Potential of Encoder-free Architectures in 3D LMMs
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3610
Supervised Fine-Tuning or Contrastive Learning? Towards Better Multimodal LLM Reranking
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Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3611
Breaking the SFT Plateau: Multimodal Structured Reinforcement Learning for Chart-to-Code Generation
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3612
Video-LevelGauge: Investigating Contextual Positional Bias in Video Language Models.
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3613
ImageDoctor: Diagnosing Text-to-Image Generation via Grounded Image Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3614
You Point, I Learn: Online Adaptation of Interactive Segmentation Models for Handling Distribution Shifts in Medical Imaging
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3615
Detective SAM: Adaptive AI-Image Forgery Localization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3616
Action-Guided Attention for Video Action Anticipation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3617
GOLDILOCS: GENERAL OBJECT-LEVEL DETECTION AND LABELING OF CHANGES IN SCENES
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3618
Steering and Rectifying Latent Representation Manifolds in Frozen Multi-modal LLMs for Video Anomaly Detection
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3718
From Vicious to Virtuous Cycles: Synergistic Representation Learning for Unsupervised Video Object-Centric Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3717
Unveiling Perceptual Artifacts: A Fine-Grained Benchmark for Interpretable AI-Generated Image Detection
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3716
Fractional-Order Spiking Neural Network
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3715
Towards Reliable Detection of Empty Space: Conditional Marked Point Processes for Object Detection
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3714
Procedural Mistake Detection via Action Effect Modeling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3713
FedOpenMatch: Towards Semi-Supervised Federated Learning in Open-Set Environments
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3712
DVLA-RL: Dual-Level Vision–Language Alignment with Reinforcement Learning Gating for Few-Shot Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3711
Vulcan: Crafting Compact Class-Specific Vision Transformers For Edge Intelligence
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3710
Personalized Feature Translation for Expression Recognition: An Efficient Source-Free Domain Adaptation Method
[
Slides]
[
Poster]
[
OpenReview]
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3709
CNN Interpretability with Multivector Tucker Saliency Maps for Self-Supervised Models
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3708
OmniText: A Training-Free Generalist for Controllable Text-Image Manipulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3707
Seeing Through Words: Controlling Visual Retrieval Quality with Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3706
gen2seg: Generative Models Enable Generalizable Instance Segmentation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3705
Learning AND–OR Templates for Compositional Representation in Art and Design
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3704
Content-Aware Mamba for Learned Image Compression
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3703
TAPTRv3: Spatial and Temporal Context Foster Robust Tracking of Any Point in Long Video
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3702
From Sparse to Dense: Spatio-Temporal Fusion for Multi-View 3D Human Pose Estimation with DenseWarper
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3701
Rethinking Expressivity and Degradation-Awareness in Attention for All-in-One Blind Image Restoration
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3801
Differentially Private Domain Discovery
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3802
DPQuant: Efficient and Private Model Training via Dynamic Quantization Scheduling
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3803
Privacy Beyond Pixels: Latent Anonymization for Privacy-Preserving Video Understanding
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3804
Privacy-Protected Causal Survival Analysis Under Distribution Shift
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3805
CIMemories: A Compositional Benchmark For Contextual Integrity In LLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3806
Reducing information dependency does not cause training data privacy. Adversarially non-robust features do.
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3807
VeriEquivBench: An Equivalence Score for Ground-Truth-Free Evaluation of Formally Verifiable Code
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3808
Reliable Poisoned Sample Detection against Backdoor Attacks Enhanced by Sharpness Aware Minimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3809
Tab-MIA: A Benchmark Dataset for Membership Inference Attacks on Tabular Data in LLMs
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3810
General Exploratory Bonus for Optimistic Exploration in RLHF
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3812
CAGE: A Framework for Culturally Adaptive Red-Teaming Benchmark Generation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3813
Optimizing Agent Planning for Security and Autonomy
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3814
CoFact: Conformal Factuality Guarantees for Language Models under Covariate Shift
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3815
GAVEL: Towards Rule-Based Safety through Activation Monitoring
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3816
Concept-Aware Privacy Mechanisms for Defending Embedding Inversion Attacks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3817
Multi-turn Evaluation of Anthropomorphic Behaviours in Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3818
Fewer Weights, More Problems: A Practical Attack on LLM Pruning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3918
Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3917
TAO-Attack: Toward Advanced Optimization-Based Jailbreak Attacks for Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3916
Auditing Black-Box LLM APIs with a Rank-Based Uniformity Test
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3915
Get RICH or Die Scaling: Profitably Trading Inference Compute for Robustness
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3914
Is it Thinking or Cheating? Detecting Implicit Reward Hacking by Measuring Reasoning Effort
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3913
Robust LLM Unlearning via Post Judgment and Multi-round Thinking
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3912
Spilled Energy in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3911
AbsTopK: Rethinking Sparse Autoencoders For Bidirectional Features
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5006
Learning to Lie: Adversarial Attacks on Human-AI Teams and LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3910
ASIDE: Architectural Separation of Instructions and Data in Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3909
Continual Unlearning for Text-to-Image Diffusion Models: A Regularization Perspective
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3908
Learning Dynamic Causal Graphs Under Parametric Uncertainty via Polynomial Chaos Expansions
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3907
MOLM: Mixture of LoRA Markers
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3906
Model Collapse Is Not a Bug but a Feature in Machine Unlearning for LLMs
[
OpenReview]
Blog Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3905
Dissecting Non-Determinism in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3904
Synthesising Counterfactual Explanations via Label-Conditional Gaussian Mixture Variational Autoencoders
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3903
Debugging Concept Bottleneck Models through Removal and Retraining
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3902
ASGuard: Activation-Scaling Guard to Mitigate Targeted Jailbreaking Attack
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3901
What's In My Human Feedback? Learning Interpretable Descriptions of Preference Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4001
LLMs Process Lists With General Filter Heads
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4002
From Concepts to Components: Concept-Agnostic Attention Module Discovery in Transformers
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4003
When Thinking Backfires: Mechanistic Insights into Reason-induced Misalignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4004
Sparse Autoencoders Trained on the Same Data Learn Different Features
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4005
Vision Language Models are Biased
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4006
How Do Transformers Learn to Associate Tokens: Gradient Leading Terms Bring Mechanistic Interpretability
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4007
Watermarking Diffusion Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4008
The Price of Amortized inference in Sparse Autoencoders
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4009
How Catastrophic is Your LLM? Certifying Risks in Conversation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4010
SocialHarmBench: Revealing LLM Vulnerabilities to Socially Harmful Requests
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4011
MIDAS: Multi-Image Dispersion and Semantic Reconstruction for Jailbreaking MLLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4012
AdAEM: An Adaptively and Automated Extensible Measurement of LLMs' Value Difference
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4013
Truthfulness Despite Weak Supervision: Evaluating and Training LLMs Using Peer Prediction
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4014
MCP Security Bench (MSB): Benchmarking Attacks Against Model Context Protocol in LLM Agents
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4015
MSCR: Exploring the Vulnerability of LLMs’ Mathematical Reasoning Abilities Using Multi-Source Candidate Replacement
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4016
Fair Decision Utility in Human-AI Collaboration: Interpretable Confidence Adjustment for Humans with Cognitive Disparities
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4017
When Machine Learning Gets Personal: Evaluating Prediction and Explanation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4018
FARI: Robust One-Step Inversion for Watermarking in Diffusion Models
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4118
Label Smoothing Improves Machine Unlearning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4117
GeoDiv: Framework for Measuring Geographical Diversity in Text-to-Image Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4116
Fair Classification by Direct Intervention on Operating Characteristics
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4115
From Evaluation to Defense: Advancing Safety in Video Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4114
Beyond Prompt-Induced Lies: Investigating LLM Deception on Benign Prompts
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4113
STEDiff: Revealing the Spatial and Temporal Redundancy of Backdoor Attacks in Text-to-Image Diffusion Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4112
Fair in Mind, Fair in Action? A Synchronous Benchmark for Understanding and Generation in UMLLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4111
Where Did It Go Wrong? Attributing Undesirable LLM Behaviors via Representation Gradient Tracing
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4110
Safety Instincts: LLMs Learn to Trust Their Internal Compass for Self-Defense
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4108
Benchmarking Stochastic Approximation Algorithms for Fairness-Constrained Training of Deep Neural Networks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4107
Be Careful When Fine-tuning On Open-Source LLMs: Your Fine-tuning Data Could Be Secretly Stolen!
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4106
Enhancing Image-Conditional Coverage in Segmentation: Adaptive Thresholding via Differentiable Miscoverage Loss
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4105
Mitigating the Safety Alignment Tax with Null-Space Constrained Policy Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4104
SlotGCG: Exploiting the Positional Vulnerability in LLMs for Jailbreak Attacks
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4103
SDErasure: Concept-Specific Trajectory Shifting for Concept Erasure via Adaptive Diffusion Classifier
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5002
Reconstructing KV Caches with Cross-Layer Fusion for Enhanced Transformers
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4102
BiasBusters: Uncovering and Mitigating Tool Selection Bias in Large Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4101
Implicit Regularization of SGD Reduces Shortcut Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4201
Fine-Grained Privacy Extraction from Retrieval-Augmented Generation Systems by Exploiting Knowledge Asymmetry
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4202
GhostEI-Bench: Do Mobile Agent Resilience to Environmental Injection in Dynamic On-Device Environments?
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4203
Towards Safe Reasoning in Large Reasoning Models via Corrective Intervention
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4204
Learn-to-Distance: Distance Learning for Detecting LLM-Generated Text
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4205
PluriHarms: Benchmarking the Full Spectrum of Human Judgments on AI Harm
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4206
P-GenRM: Personalized Generative Reward Model with Test-time User-based Scaling
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4207
Mapping Overlaps in Benchmarks through Perplexity in the Wild
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4208
Modal Aphasia: Can Unified Multimodal Models Describe Images From Memory?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4209
Do Vision-Language Models Respect Contextual Integrity in Location Disclosure?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4210
WaterDrum: Watermark-based Data-centric Unlearning Metric
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4211
CGSA: Class-Guided Slot-Aware Adaptation for Source-Free Object Detection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4212
LDT: Layer-Decomposition Training Makes Networks More Generalizable
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4213
Test-time Domain Generalization for Image Super-resolution
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4214
Dual-Kernel Adapter: Expanding Spatial Horizons for Data-Constrained Medical Image Analysis
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4215
High-dimensional Analysis of Synthetic Data Selection
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4216
Nonparametric Contextual Online Bilateral Trade
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4217
Algorithmic Guarantees for Distilling Supervised and Offline RL Datasets
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4218
Efficient Adversarial Attacks on High-dimensional Offline Bandits
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4318
Deep-ICE: The first globally optimal algorithm for empirical risk minimization of two-layer maxout and ReLU networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4317
FutureMind: Equipping Small Language Models with Strategic Thinking-Pattern Priors via Adaptive Knowledge Distillation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4316
A Representer Theorem for Hawkes Processes via Penalized Least Squares Minimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4315
Learning under Quantization for High-Dimensional Linear Regression
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4314
Variational Inference for Cyclic Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4313
Bayesian Influence Functions for Hessian-Free Data Attribution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4312
Finite-Time Analysis of Actor-Critic Methods with Deep Neural Network Approximation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4311
Automata Learning and Identification of the Support of Language Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4310
An efficient, provably optimal algorithm for the 0-1 loss linear classification problem
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4309
Learning the Inverse Temperature of Ising Models under Hard Constraints using One Sample
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4308
A Recovery Guarantee for Sparse Neural Networks
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4307
Reading Images Like Texts: Sequential Image Understanding in Vision-Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4306
Temporal Sparse Autoencoders: Leveraging the Sequential Nature of Language for Interpretability
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4305
Characterizing and Mitigating Reasoning Drift in Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4304
Neural+Symbolic Approaches for Interpretable Actor-Critic Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4303
Provably Explaining Neural Additive Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4302
RCPU: Rotation-Constrained Error Compensation for Structured Pruning of Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4301
Token-Importance Guided Direct Preference Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4401
Implicit Bias and Loss of Plasticity in Matrix Completion: Depth Promotes Low-Rankness
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4402
LoRA-S: An Efficient Low Rank Adaptation scheme via Sylvester equation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4403
Discounted Online Convex Optimization: Uniform Regret Across a Continuous Interval
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4404
Multi-LLM Adaptive Conformal Inference for Reliable LLM Response
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4405
In-Context Multi-Objective Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4408
Graph Random Features for Scalable Gaussian Processes
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4409
Best-of-N through the Smoothing Lens: KL Divergence and Regret Analysis
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4410
Single Index Bandits: Generalized Linear Contextual Bandits with Unknown Reward Functions
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4411
Enough is as good as a feast: A Comprehensive Analysis of How Reinforcement Learning Mitigates Task Conflicts in LLMs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4412
Tackling Heavy-Tailed Q-Value Bias in Offline-to-Online Reinforcement Learning with Laplace-Robust Modeling
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4413
ROC-n-reroll: How verifier imperfection affects test-time scaling
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4414
Proximal Supervised Fine-Tuning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4415
Scalable Offline Model-Based RL with Action Chunks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4417
Dynamics-Predictive Sampling for Active RL Finetuning of Large Reasoning Models
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4418
Reevaluating Policy Gradient Methods for Imperfect-Information Games
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4518
XQC: Well-conditioned Optimization Accelerates Deep Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4517
Critique-Coder: Enhancing Coder Models by Critique Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4516
Spectral Bellman Method: Unifying Representation and Exploration in RL
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4515
ReVeal: Self-Evolving Code Agents via Reliable Self-Verification
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4514
CORE: Concept-Oriented Reinforcement for Bridging the Definition–Application Gap in Mathematical Reasoning
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4513
LoongRL: Reinforcement Learning for Advanced Reasoning over Long Contexts
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4512
Probing in the Dark: State Entropy Maximization for POMDPs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4511
No Prompt Left Behind: Exploiting Zero-Variance Prompts in LLM Reinforcement Learning via Entropy-Guided Advantage Shaping
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4510
One Model for All Tasks: Leveraging Efficient World Models in Multi-Task Planning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4509
Self-Improving Skill Learning for Robust Skill-based Meta-Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4507
Zero-Shot Adaptation of Behavioral Foundation Models to Unseen Dynamics
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4506
Strict Subgoal Execution: Reliable Long-Horizon Planning in Hierarchical Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4505
Rubrics as Rewards: Reinforcement Learning Beyond Verifiable Domains
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4504
Does “Do Differentiable Simulators Give Better Policy Gradients?” Give Better Policy Gradients?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4503
EEPO: Exploration-Enhanced Policy Optimization via Sample-Then-Forget
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4502
Unlocking Long-Horizon Agentic Search with Large-Scale End-to-End RL
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4501
Q-RAG: Long Context Multi‑Step Retrieval via Value‑Based Embedder Training
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4601
Learning Massively Multitask World Models for Continuous Control
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4602
GRL-SNAM: Geometric Reinforcement Learning with Differential Hamiltonians for Navigation and Mapping in Unknown Environments
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4603
RECAST: Expanding the Boundaries of LLMs' Complex Instruction Following with Multi-Constraint Data
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4604
Self-Aligned Reward: Towards Effective and Efficient Reasoners
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4605
Understanding and Improving Hyperbolic Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4606
Sample Lottery: Unsupervised Discovery of Critical Instances for LLM Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4607
ExGRPO: Learning to Reason from Experience
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3214
Single-stream Policy Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4608
Controllable Exploration in Hybrid-Policy RLVR for Multi-Modal Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4609
Goal Reaching with Eikonal-Constrained Hierarchical Quasimetric Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4610
RM-R1: Reward Modeling as Reasoning
[
Slides]
[
Poster]
[
OpenReview]
Blog Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4611
Learning to Maximize Rewards via Reaching Goals
[
Poster]
[
OpenReview]
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4612
Directed Exploration in Reinforcement Learning from Linear Temporal Logic
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4613
ActiveDPO: Active Direct Preference Optimization for Sample-Efficient Alignment
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4614
MAD-Logic: Multi-Agent Debate Enhances Symbolic Translation and Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4615
Who Matters Matters: Agent-Specific Conservative Offline MARL
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4616
Aligned Agents, Biased Swarm: Measuring Bias Amplification in Multi-Agent Systems
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3218
Cortical Policy: A Dual-Stream View Transformer for Robotic Manipulation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4617
SPACeR: Self-Play Anchoring with Centralized Reference Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4618
Multi-Agent Guided Policy Optimization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4718
CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4717
Visual Multi-Agent System: Mitigating Hallucination Snowballing via Visual Flow
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4716
Negotiated Reasoning: On Provably Addressing Relative Over-Generalization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4715
Learning to summarize user information for personalized reinforcement learning from human feedback
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4714
Co-rewarding: Stable Self-supervised RL for Eliciting Reasoning in Large Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4713
From Observations to Events: Event-Aware World Models for Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4712
Efficient Best-of-Both-Worlds Algorithms for Contextual Combinatorial Semi-Bandits
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4711
Online Decision Making with Generative Action Sets
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4710
REA-RL: Reflection-Aware Online Reinforcement Learning for Efficient Reasoning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4709
SHAPO: Sharpness-Aware Policy Optimization for Safe Exploration
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4708
Beyond Distributions: Geometric Action Control for Continuous Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4707
Solving Parameter-Robust Avoid Problems with Unknown Feasibility using Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4705
WebArbiter: A Generative Reasoning Process Reward Model for Web Agents
[
Slides]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4704
Learning Admissible Heuristics for A*: Theory and Practice
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4703
Regret-Guided Search Control for Efficient Learning in AlphaZero
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4702
Planning with an Embodied Learnable Memory
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4701
Latent Adaptation of Foundation Policies for Sim-to-Real Transfer
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4801
SFT Doesn’t Always Hurt General Capabilities: Revisiting Domain-Specific Fine-Tuning in LLMs
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4802
Lipschitz Bandits with Stochastic Delayed Feedback
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4803
On-Policy RL Meets Off-Policy Experts: Harmonizing Supervised Fine-Tuning and Reinforcement Learning via Dynamic Weighting
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4804
Asynchronous Policy Gradient Aggregation for Efficient Distributed Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4805
ARM-FM: Automated Reward Machines via Foundation Models for Compositional Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4806
Incentivizing Consistent, Effective and Scalable Reasoning Capability in Audio LLMs via Reasoning Process Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4807
On the Computational Limits of AI4S-RL : A Unified $\varepsilon$-$N$ Analysis
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4808
EMFuse: Energy-based Model Fusion for Decision Making
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4809
CDE: Curiosity-Driven Exploration for Efficient Reinforcement Learning in Large Language Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4810
OPPO: Accelerating PPO-based RLHF via Pipeline Overlap
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4811
Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Method
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4812
OmniNav: A Unified Framework for Prospective Exploration and Visual-Language Navigation
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4814
NextQuill: Causal Preference Modeling for Enhancing LLM Personalization
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4815
EmotionThinker: Prosody-Aware Reinforcement Learning for Explainable Speech Emotion Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4816
Flow Caching for Autoregressive Video Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4817
AutoDA-Timeseries: Automated Data Augmentation for Time Series
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4818
MemGen: Weaving Generative Latent Memory for Self-Evolving Agents
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4918
Hedonic Neurons: A Mechanistic Mapping of Latent Coalitions in Transformer MLPs
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4917
ORCaS: Unsupervised Depth Completion via Occluded Region Completion as Supervision
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4916
The Potential of CoT for Reasoning: A Closer Look at Trace Dynamics
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4915
NFT: Bridging Supervised Learning and Reinforcement Learning in Math Reasoning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4914
PerfGuard: A Performance-Aware Agent for Visual Content Generation
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4913
Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions?
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4912
MAS$^2$: Self-Generative, Self-Configuring, Self-Rectifying Multi-Agent Systems
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4911
MaskCO: Masked Generation Drives Effective Representation Learning and Exploiting for Combinatorial Optimization
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4909
LatentQA: Teaching LLMs to Decode Activations Into Natural Language
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4908
Stability Under Scrutiny: Benchmarking Representation Paradigms for Online HD Mapping
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4907
PRISM: Partial-label Relational Inference with Spatial and Spectral Cues
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4906
Rethinking LLM Evaluation: Can We Evaluate LLMs with 200× Less Data?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4905
Taming Hierarchical Image Coding Optimization: A Spectral Regularization Perspective
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4904
From Markov to Laplace: How Mamba In-Context Learns Markov Chains
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4903
PTQ4ARVG: Post-Training Quantization for AutoRegressive Visual Generation Models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4902
Bridging Degradation Discrimination and Generation for Universal Image Restoration
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4901
DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5001
SpatiaLab: Can Vision–Language Models Perform Spatial Reasoning in the Wild?
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5003
Group-Normalized Implicit Value Optimization for Language Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5004
Out of the Memory Barrier: A Highly Memory-Efficient Training System for LLMs with Million-Token Contexts
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5005
FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5007
SELF-HARMONY: LEARNING TO HARMONIZE SELF-SUPERVISION AND SELF-PLAY IN TEST-TIME REINFORCEMENT LEARNING
[
Slides]
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5008
Revisiting the Scaling Properties of Downstream Metrics in Large Language Model Training
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5009
PolicyFlow: Policy Optimization with Continuous Normalizing Flow in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5010
AnyBCQ: Hardware Efficient Flexible Binary-Coded Quantization for Multi-Precision LLMs
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5011
Stroke3D: Lifting 2D strokes into rigged 3D model via latent diffusion models
[
Poster]
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5012
Adaptive Concept Discovery for Interpretable Few-Shot Text Classification
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5013
Compose Your Policies! Improving Diffusion-based or Flow-based Robot Policies via Test-time Distribution-level Composition
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5014
SimpleVLA-RL: Scaling VLA Training via Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5015
Leveraging Explanation to Improve Generalization of Meta Reinforcement Learning
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5016
Scalable Spatio-Temporal SE(3) Diffusion for Long-Horizon Protein Dynamics
[
OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5017
DepthLM: Metric Depth from Vision Language Models
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Slides]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5018
Flow Along the $K$-Amplitude for Generative Modeling
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5118
Attention as a Compass: Efficient Exploration for Process-Supervised RL in Reasoning Models
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5117
Enforcing Axioms for AI Alignment under Loss-Based Rules
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5116
SonicMoE: Accelerating MoE with IO and Tile-aware Optimizations
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5115
ChemEval: A Multi-level and Fine-grained Chemical Capability Evaluation for Large Language Models
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5112
FlashVID: Efficient Video Large Language Models via Training-free Tree-based Spatiotemporal Token Merging
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5111
Uniform Discrete Diffusion with Metric Path for Video Generation
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5110
NC-Bench and NCfold: A Benchmark and Closed-Loop Framework for RNA Non-Canonical Base-Pair Prediction
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5109
CoPRS: Learning Positional Prior from Chain-of-Thought for Reasoning Segmentation
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5108
AutoCode: LLMs as Problem Setters for Competitive Programming
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Slides]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5107
AudioTrust: Benchmarking The Multifaceted Trustworthiness of Audio Large Language Models
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5106
On the Generalization Capacities of MLLMs for Spatial Intelligence
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5105
Understanding Task Vectors in In-Context Learning: Emergence, Functionality, and Limitations
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5104
Think Then Embed: Generative Context Improves Multimodal Embedding
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5103
Uncertainty-Aware 3D Reconstruction for Dynamic Underwater Scenes
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5102
Autoencoding-Free Context Compression for LLMs via Contextual Semantic Anchors
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5101
OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5202
Can LLMs Reason Soundly in Law? Auditing Inference Patterns for Legal Judgment
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5203
Efficient Zero-shot Inpainting with Decoupled Diffusion Guidance
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5204
Synthetic Bootstrapped Pretraining
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5205
Bradley-Terry and Multi-Objective Reward Modeling Are Complementary
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5206
LipNeXt: Scaling up Lipschitz-based Certified Robustness to Billion-parameter Models
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5207
Mitigating Non-IID Drift in Zeroth-Order Federated LLM Fine-Tuning with Transferable Sparsity
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Poster]
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5208
Latent Denoising Makes Good Tokenizers
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OpenReview]
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5209
MoGA: Mixture-of-Groups Attention for End-to-End Long Video Generation
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Poster]
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OpenReview]
Blog Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5210
Understanding and Fixing Bottlenecks in State Space Models: What Recency and Over-Smoothing Tell Us
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OpenReview]
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5211
Enhancing Vision-Language Model with Unmasked Token Alignment
Journal Track Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5212
AB-UPT: Scaling Neural CFD Surrogates for High- Fidelity Automotive Aerodynamics Simulations via Anchored- Branched Universal Physics Transformers
Poster
Thu Apr 23 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3116
UniVideo: Unified Understanding, Generation, and Editing for Videos
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OpenReview]
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