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Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3001
Relational Feature Caching for Accelerating Diffusion Transformers
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Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3002
Durian: Dual Reference Image-Guided Portrait Animation with Attribute Transfer
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3003
Syncphony: Synchronized Audio-to-Video Generation with Diffusion Transformers
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3004
ToProVAR: Efficient Visual Autoregressive Modeling via Tri-Dimensional Entropy-Aware Semantic Analysis and Sparsity Optimization
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3005
InterActHuman: Multi-Concept Human Animation with Layout-Aligned Audio Conditions
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3006
NewtonGen: Physics-consistent and Controllable Text-to-Video Generation via Neural Newtonian Dynamics
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3007
Data Provenance for Image Auto-Regressive Generation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3008
VMoBA: Mixture-of-Block Attention for Video Diffusion Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3009
Dual-IPO: Dual-Iterative Preference Optimization for Text-to-Video Generation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3010
Latent Diffusion Model without Variational Autoencoder
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3011
FACM: Flow-Anchored Consistency Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3012
TINKER: Diffusion's Gift to 3D--Multi-View Consistent Editing From Sparse Inputs without Per-Scene Optimization
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Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3013
Towards Better Optimization For Listwise Preference in Diffusion Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3014
Implicit Inversion turns CLIP into a Decoder
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3015
Physically-Guided Optical Inversion Enable Non-Contact Side-Channel Attack on Isolated Screens
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Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3016
EchoMotion: Unified Human Video and Motion Generation via Dual-Modality Diffusion Transformer
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3017
Everything in Its Place: Benchmarking Spatial Intelligence of Text-to-Image Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3018
Learning Patient-Specific Disease Dynamics With Latent Flow Matching For Longitudinal Imaging Generation
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Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3118
EchoGen: Generating Visual Echoes in Any Scene via Feed-Forward Subject-Driven Auto-Regressive Model
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3117
Scale-wise Distillation of Diffusion Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3116
CreatiDesign: A Unified Multi-Conditional Diffusion Transformer for Creative Graphic Design
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OpenReview]
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3115
Light-X: Generative 4D Video Rendering with Camera and Illumination Control
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3114
FreeViS: Training-free Video Stylization with Inconsistent References
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3113
Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3112
Purrception: Variational Flow Matching for Vector-Quantized Image Generation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3111
ORION: Decoupling and Alignment for Unified Autoregressive Understanding and Generation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3110
Time-to-Move: Training-Free Motion-Controlled Video Generation via Dual-Clock Denoising
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3109
Realtime Video Frame Interpolation using One-Step Diffusion Sampling
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3108
Learning Physics-Grounded 4D Dynamics with Neural Gaussian Force Fields
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3107
Localized Concept Erasure in Text-to-Image Diffusion Models via High-Level Representation Misdirection
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3106
ERTACache: Error Rectification and Timesteps Adjustment for Efficient Diffusion
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3105
Beyond Skeletons: Learning Animation Directly from Driving Videos with Same2X Training Strategy
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3104
Generate Any Scene: Scene Graph Driven Data Synthesis for Visual Generation Training
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3103
PQGAN: Product-Quantised Image Representation for High-Quality Image Synthesis
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3102
STORK: Faster Diffusion and Flow Matching Sampling by Resolving both Stiffness and Structure-Dependence
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3101
CineTrans: Learning to Generate Videos with Cinematic Transitions via Masked Diffusion Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3201
3D Scene Prompting for Scene-Consistent Camera-Controllable Video Generation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3202
Target-Aware Video Diffusion Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3203
BAR: Refactor the Basis of Autoregressive Visual Generation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3204
Model Already Knows the Best Noise: Bayesian Active Noise Selection via Attention in Video Diffusion Model
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3205
CLoD-GS: Continuous Level-of-Detail via 3D Gaussian Splatting
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3206
Active Learning of 3D Gaussian Splatting with Consistent Region Partition and Robust Pose Estimation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3207
Sharp Monocular View Synthesis in Less Than a Second
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3208
Splat the Net: Radiance Fields with Splattable Neural Primitives
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3209
DiffPBR: Point-Based Rendering via Spatial-Aware Residual Diffusion
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3210
A Step to Decouple Optimization in 3DGS
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3211
WorldTree: Towards 4D Dynamic Worlds from Monocular Video using Tree-Chains
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3212
Uncertainty Matters in Dynamic Gaussian Splatting for Monocular 4D Reconstruction
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3213
CylinderSplat: 3D Gaussian Splatting with Cylindrical Triplanes for Panoramic Novel View Synthesis
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3214
SkyEvents: A Large-Scale Event-enhanced UAV Dataset for Robust 3D Scene Reconstruction
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3215
NOVA3R: Non-pixel-aligned Visual Transformer for Amodal 3D Reconstruction
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3216
Fused-Planes: Why Train a Thousand Tri-Planes When You Can Share?
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3217
LiTo: Surface Light Field Tokenization
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3218
ETGS: Explicit Thermodynamics Gaussian Splatting for Dynamic Thermal Reconstruction
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3318
HDR-NSFF: High Dynamic Range Neural Scene Flow Fields
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3317
Implicit 4D Gaussian Splatting for Fast Motion with Large Inter-Frame Displacements
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3316
Condition Matters in Full-head 3D GANs
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3315
All That Glitters Is Not Gold: Key-Secured 3D Secrets within 3D Gaussian Splatting
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3314
Splat Feature Solver
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3313
UFO-4D: Unposed Feedforward 4D Reconstruction from Two Images
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3312
D$^2$GS: Depth-and-Density Guided Gaussian Splatting for Stable and Accurate Sparse-View Reconstruction
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3311
Hyden: A Hybrid Dual-Path Encoder for Monocular Geometry of High-resolution Images
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3310
Secondary Motion-Aware 3D Clothed Gaussian Avatars from Monocular Videos
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3309
Multi-Object System Identification from Videos
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3308
SCas4D: Structural Cascaded Optimization for Boosting Persistent 4D Novel View Synthesis
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3307
Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3306
Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3305
MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3304
RIVER: A Real-Time Interaction Benchmark for Video LLMs
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3303
TripleSumm: Adaptive Triple-Modality Fusion for Video Summarization
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5302
CoMem: Compositional Concept-Graph Memory for Vision–Language Adaptation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3302
OSWorld-MCP: Benchmarking MCP Tool Invocation In Computer-Use Agents
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3301
TikZilla: Scaling Text-to-TikZ with High-Quality Data and Reinforcement Learning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3401
Efficient Test-Time Scaling for Small Vision-Language Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3402
SURGE: Surprise-Guided Token Reduction for Efficient Video Understanding with VLMs
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3403
On Discriminative vs. Generative classifiers: Rethinking MLLMs for Action Understanding
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3404
Beyond Text-to-Image: Liberating Generation with a Unified Discrete Diffusion Model
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3405
Omni-View: Unlocking How Generation Facilitates Understanding in Unified 3D Model based on Multiview images
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3406
Automatic Image-Level Morphological Trait Annotation for Organismal Images
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3407
CityLens: Evaluating Large Vision-Language Models for Urban Socioeconomic Sensing
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3408
Long-tailed Test-Time Adaptation for Vision-Language Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3409
VidGuard-R1: AI-Generated Video Detection and Explanation via Reasoning MLLMs and RL
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3410
Imitating the Truth: Attention-aware Truth-Guided Enhancement for Hallucination Mitigation in Large Vision-Language Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3411
ODI-Bench: Can MLLMs Understand Immersive Omnidirectional Environments?
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3412
EdgeCape: Edge Weight Prediction For Category-Agnostic Pose Estimation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3413
GTR-Bench: Evaluating Geo-Temporal Reasoning in Vision-Language Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3414
UI-Ins: Enhancing GUI Grounding with Multi-Perspective Instruction as Reasoning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3415
TPRU: Advancing Temporal and Procedural Understanding in Large Multimodal Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3416
Boosting Medical Visual Understanding From Multi-Granular Language Learning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3417
TerraFM: A Scalable Foundation Model for Unified Multisensor Earth Observation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3418
pFedMMA: Personalized Federated Fine-Tuning with Multi-Modal Adapter for Vision-Language Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3518
Through the Lens of Contrast: Self-Improving Visual Reasoning in VLMs
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3517
Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3516
Mordal: Automated Pretrained Model Selection for Vision Language Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3515
InternSVG: Towards Unified SVG Tasks with Multimodal Large Language Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3514
Task-Related Token Compression in Multimodal Large Language Models from an Explainability Perspective
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3513
Efficient Discriminative Joint Encoders for Large Scale Vision-Language Reranking
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3512
Distributional Vision-Language Alignment by Cauchy-Schwarz Divergence
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3511
LLaVA-4D: Embedding SpatioTemporal Prompt into LMMs for 4D Scene Understanding
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3510
LLMs as Rules Oracles: Exploring Real-World Multimodal Reasoning in Tabletop Strategy Game Environments
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3509
Detecting Temporal Misalignment Attacks in Multimodal Fusion for Autonomous Driving
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3508
DaVinci: Reinforcing Visual-Structural Syntax in MLLMs for Generalized Scientific Diagram Parsing
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3507
Plan then Act: Bi-level CAD Command Sequence Generation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3506
MIMIC-Bench: Exploring the User-Like Thinking and Mimicking Capabilities of Multimodal Large Language Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3504
The Unseen Bias: How Norm Discrepancy in Pre-Norm MLLMs Leads to Visual Information Loss
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3503
To View Transform or Not to View Transform: NeRF-based Pre-training Perspective
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3502
Robust Test-time Video-Text Retrieval: Benchmarking and Adapting for Query Shifts
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3501
Mitigating Hallucination in Vision-Language Model with Depth and Spatial-aware Key-Value Refinement
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3601
LongHorizonUI: A Unified Framework for Robust long-horizon Task Automation of GUI Agent
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3602
Simulation to Rules: A Dual-VLM Framework for Formal Visual Planning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3603
Uni-CoT: Towards Unified Chain-of-Thought Reasoning Across Text and Vision
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3604
MARC: Memory-Augmented RL Token Compression for Efficient Video Understanding
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3605
TableDART: Dynamic Adaptive Multi-Modal Routing for Table Understanding
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5303
Meta-UCF: Unified Task-Conditioned LoRA Generation for Continual Learning in Large Language Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3606
RL makes MLLMs see better than SFT
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3607
AgilePruner: An Empirical Study of Attention and Diversity for Adaptive Visual Token Pruning in Large Vision-Language Models
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3608
Imagine How To Change: Explicit Procedure Modeling for Change Captioning
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3609
SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3610
K-Prism: A Knowledge-Guided and Prompt Integrated Universal Medical Image Segmentation Model
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3611
Foundation Visual Encoders Are Secretly Few-Shot Anomaly Detectors
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3612
Cross-Timestep: 3D Diffusion Model with Trans-temporal Memory LSTM and Adaptive Priori Decoding Strategy for Medical Segmentation
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3613
S3OD: Towards Generalizable Salient Object Detection with Synthetic Data
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Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3614
WOW-Seg: A Word-free Open World Segmentation Model
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3615
Matting Anything 2: Towards Video Matting for Anything
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3616
ASCIIEval: Benchmarking Models' Visual Perception in Text Strings via ASCII Art
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3617
Self-Refining Vision Language Model for Robotic Failure Detection and Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3618
FSOD-VFM: Few-Shot Object Detection with Vision Foundation Models and Graph Diffusion
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3718
DiVE-k: DIFFERENTIAL VISUAL REASONING FOR FINE-GRAINED IMAGE RECOGNITION
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3717
VisionLaw: Inferring Interpretable Intrinsic Dynamics from Visual Observations via Bilevel Optimization
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3716
GmNet: Revisiting Gating Mechanisms From A Frequency View
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3715
Customizing Visual Emotion Evaluation for MLLMs: An Open-vocabulary, Multifaceted, and Scalable Approach
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3714
Exploring Specular Reflection Inconsistency for Generalizable Face Forgery Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3713
3DSMT: A Hybrid Spiking Mamba-Transformer for Point Cloud Analysis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3712
Point-Focused Attention Meets Context-Scan State Space: Robust Biological Visual Perception for Point Cloud Representation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3711
Enabling Your Forensic Detector Know How Well It Performs on Distorted Samples
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3710
EAST: Early Action Prediction Sampling Strategy with Token Masking
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3709
Semantic Visual Anomaly Detection and Reasoning in AI-Generated Images
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3708
Motion-Aligned Word Embeddings for Text-to-Motion Generation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3707
Divergence-Free Neural Networks with Application to Image Denoising
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3706
OD$^3$: Optimization-free Dataset Distillation for Object Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3705
BioTamperNet: Affinity-Guided State-Space Model Detecting Tampered Biomedical Images
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3704
Salient Object Ranking via Cyclical Perception-Viewing Interaction Modeling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3703
SPWOOD: Sparse Partial Weakly-Supervised Oriented Object Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3702
GenCape: Structure-Inductive Generative Modeling for Category-Agnostic Pose Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3701
Learning Heterogeneous Degradation Representation for Real-World Super-Resolution
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3801
WebDS: An End-to-End Benchmark for Web-based Data Science
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3802
Exponential-Wrapped Mechanisms: Differential Privacy on Hadamard Manifolds Made Practical
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3803
Black-Box Privacy Attacks on Shared Representations in Multitask Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3804
A Bayesian Nonparametric Framework for Private, Fair, and Balanced Tabular Data Synthesis
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3805
Membership Privacy Risks of Sharpness Aware Minimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3806
Unified Privacy Guarantees for Decentralized Learning via Matrix Factorization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3807
PMark: Towards Robust and Distortion-free Semantic-level Watermarking with Channel Constraints
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3808
Beyond Membership: Limitations of Add/Remove Adjacency in Differential Privacy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3809
FHE-Coder: Benchmarking Secure Agentic Code Generation for Fully Homomorphic Encryption
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3810
Detecting Misbehaviors of Large Vision-Language Models by Evidential Uncertainty Quantification
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3811
EnsembleSHAP: Faithful and Certifiably Robust Attribution for Random Subspace Method
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3812
Federated Learning with Profile Mapping under Distribution Shifts and Drifts
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3813
Optimal Transport-Induced Samples against Out-of-Distribution Overconfidence
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3814
AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3815
Image Can Bring Your Memory Back: A Novel Multi-Modal Guided Attack against Image Generation Model Unlearning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3816
Understanding Sensitivity of Differential Attention through the Lens of Adversarial Robustness
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3817
Dropping Just a Handful of Preferences Can Change Top Large Language Model Rankings
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3818
Defending against Backdoor Attacks via Module Switching
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3918
SecP-Tuning: Efficient Privacy-Preserving Prompt Tuning for Large Language Models via MPC
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3917
INTIMA: A Benchmark for Human-AI Companionship Behavior
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3916
Revisiting the Past: Data Unlearning with Model State History
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3915
SNAP-UQ: Self-supervised Next-Activation Prediction for Single-Pass Uncertainty in TinyML
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3914
Beyond In-Domain Detection: SpikeScore for Cross-Domain Hallucination Detection
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3913
RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3912
ChatInject: Abusing Chat Templates for Prompt Injection in LLM Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3911
Online Conformal Prediction with Adversarial Semi-bandit Feedback via Regret Minimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3910
MUSE: Model-Agnostic Tabular Watermarking via Multi-Sample Selection
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3909
Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-Tuning and Can Be Mitigated by Machine Unlearning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3908
A Unified Total Variation Framework for Membrane Potential Perturbation Dynamic
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3907
SeedPrints: Fingerprints Can Even Tell Which Seed Your Large Language Model Was Trained From
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3906
RedCodeAgent: Automatic Red-teaming Agent against Diverse Code Agents
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3905
Reinforcement Unlearning via Group Relative Policy Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3904
DRIFT: Divergent Response in Filtered Transformations for Robust Adversarial Defense
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3903
Robust Federated Inference
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3902
RFEval: Benchmarking Reasoning Faithfulness under Counterfactual Reasoning Intervention in Large Reasoning Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#3901
HalluEntity: Benchmarking and Understanding Entity-Level Hallucination Detection
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4001
A Framework for Studying AI Agent Behavior: Evidence from Consumer Choice Experiments
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4002
Evolution of Concepts in Language Model Pre-Training
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4003
Scaling Reasoning Hop Exposes Weaknesses: Demystifying and Improving Hop Generalization in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4004
Log Probability Tracking of LLM APIs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4005
EditLens: Quantifying the Extent of AI Editing in Text
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4006
DualEdit: Mitigating Safety Fallback in LLM Backdoor Editing via Affirmation-Refusal Regulation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4007
Bayesian Neural Networks for Functional ANOVA Model
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4008
Copy-Paste to Mitigate Large Language Model Hallucinations
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4009
Full-Graph vs. Mini-Batch Training: Comprehensive Analysis from a Batch Size and Fan-Out Size Perspective
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4010
Watch the Weights: Unsupervised monitoring and control of fine-tuned LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4011
Routing, Cascades, and User Choice for LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4012
Hey, That's My Model! Introducing Chain & Hash, An LLM Fingerprinting Technique
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4013
Label-Free Mitigation of Spurious Correlations in VLMs using Sparse Autoencoders
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4014
Doubly-Robust LLM-as-a-Judge: Externally Valid Estimation with Imperfect Personas
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4015
Understanding Cross-layer Contributions to Mixture-of-Experts Routing in LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4016
MoEEdit: Efficient and Routing-Stable Knowledge Editing for Mixture-of-Experts LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4017
Towards Understanding the Nature of Attention with Low-Rank Sparse Decomposition
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4018
Semantic Regexes: Auto-Interpreting LLM Features with a Structured Language
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4118
Priors in time: Missing inductive biases for language model interpretability
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4117
Patronus: Interpretable Diffusion Models with Prototypes
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4116
OpenAgentSafety: A Comprehensive Framework For Evaluating Real-World AI Agent Safety
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4115
Deep Ignorance: Filtering Pretraining Data Builds Tamper-Resistant Safeguards into Open-Weight LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4114
Spilling the Beans: Teaching LLMs to Self-Report Their Hidden Objectives
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4113
Statistical Guarantees in the Search for Less Discriminatory Algorithms
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4112
BARREL: Boundary-Aware Reasoning for Factual and Reliable LRMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4111
Breaking Agent Backbones: Evaluating the Security of Backbone LLMs in AI Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4110
Bridging Fairness and Explainability: Can Input-Based Explanations Promote Fairness in Hate Speech Detection?
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4109
AWM: Accurate Weight-Matrix Fingerprint for Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4108
NDAD: Negative-Direction Aware Decoding for Large Language Models via Controllable Hallucination Signal Injection
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4107
When Style Breaks Safety: Defending LLMs Against Superficial Style Alignment
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4106
VPI-Bench: Visual Prompt Injection Attacks for Computer-Use Agents
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4105
Generative Value Conflicts Reveal LLM Priorities
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4104
VLSU: Mapping the Limits of Joint Multimodal Understanding for AI Safety
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4103
BEAT: Visual Backdoor Attacks on VLM-based Embodied Agents via Contrastive Trigger Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5301
Pi-CCA: Prompt-Invariant CCA Certificates for Replay-Free Continual Multimodal Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4102
CompMarkGS: Robust Watermarking for Compressed 3D Gaussian Splatting
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4101
Untraceable DeepFakes via Traceable Fingerprint Elimination
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4201
Pragma-VL: Towards a Pragmatic Arbitration of Safety and Helpfulness in MLLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4202
ManagerBench: Evaluating the Safety-Pragmatism Trade-off in Autonomous LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4203
SafeDialBench: A Fine-Grained Safety Evaluation Benchmark for Large Language Models in Multi-Turn Dialogues with Diverse Jailbreak Attacks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4204
LitmusValues: Will AI Tell Lies to Save Sick Children? Litmus-Testing AI Values Prioritization with AIRiskDilemmas
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4205
Certifying the Full YOLO Pipeline: A Probabilistic Verification Approach
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4206
SEMA: Simple yet Effective Learning for Multi-Turn Jailbreak Attacks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4207
SoSBench: Benchmarking Safety Alignment on Six Scientific Domains
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4208
Cost-of-Pass: An Economic Framework for Evaluating Language Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4209
PerSpectra: A Scalable and Configurable Pluralist Benchmark of Perspectives from Arguments
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4210
BANZ-FS: BANZSL Fingerspelling Dataset
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4211
Cultivating Pluralism In Algorithmic Monoculture: The Community Alignment Dataset
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4212
ZeroSiam: An Efficient Asymmetry for Test-Time Entropy Optimization without Collapse
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4213
Exploring Mode Connectivity in Krylov Subspace for Domain Generalization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4214
Distributionally Robust Classification for Multi-source Unsupervised Domain Adaptation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4215
TiTok: Transfer Token-level Knowledge via Contrastive Excess to Transplant LoRA
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4216
Solving Football by Exploiting Equilibrium Structure of 2p0s Differential Games with One-Sided Information
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4217
Towards Strategic Persuasion with Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4218
Infinite Horizon Markov Economies
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4318
Learning a Game by Paying the Agents
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4317
Does the Data Processing Inequality Reflect Practice? On the Utility of Low-Level Tasks
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4316
Scaling Laws of SignSGD in Linear Regression: When Does It Outperform SGD?
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4315
Dimension-Free Decision Calibration for Nonlinear Loss Functions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4314
Diversified Multinomial Logit Contextual Bandits
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4313
Why Ask One When You Can Ask $k$? Learning-to-Defer to the Top-$k$ Experts
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4312
Emergence of Superposition: Unveiling the Training Dynamics of Chain of Continuous Thought
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4311
Tuning the burn-in phase in training recurrent neural networks improves their performance
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4310
A Statistical Theory of Overfitting for Imbalanced Classification
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4309
Mean Estimation from Coarse Data: Characterizations and Efficient Algorithms
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4308
Differentially Private Two-Stage Gradient Descent for Instrumental Variable Regression
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4307
Topology and geometry of the learning space of ReLU networks: connectivity and singularities
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4306
Active Learning for Decision Trees with Provable Guarantees
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4305
Metric $k$-clustering using only Weak Comparison Oracles
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4304
Physics-informed learning under mixing: How physical knowledge speeds up learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4303
Improved high-dimensional estimation with Langevin dynamics and stochastic weight averaging
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4302
Theoretical Analysis of Contrastive Learning under Imbalanced Data: From Training Dynamics to a Pruning Solution
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4301
Unbiased Gradient Estimation for Event Binning via Functional Backpropagation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4401
High-dimensional limit theorems for SGD: Momentum and Adaptive Step-sizes
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4402
Neural Networks Learn Generic Multi-Index Models Near Information-Theoretic Limit
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4403
Price of Quality: Sufficient Conditions for Sparse Recovery using Mixed-Quality Data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4404
Adversarially Pretrained Transformers May Be Universally Robust In-Context Learners
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4405
Destruction is a General Strategy to Learn Generation; Diffusion's Strength is to Take it Seriously; Exploration is the Future
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4406
Statistical Guarantees for Approximate Stationary Points of Shallow Neural Networks
[
Poster]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4407
Characterizing and Optimizing the Spatial Kernel of Multi Resolution Hash Encodings
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4408
Compose and Fuse: Revisiting the Foundational Bottlenecks in Multimodal Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4409
Diagnosing Generalization Failures from Representational Geometry Markers
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4410
Conjuring Semantic Similarity
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4411
Flow-Disentangled Feature Importance
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4412
First is Not Really Better Than Last: Evaluating Layer Choice and Aggregation Strategies in Language Model Data Influence Estimation
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4413
From Data Statistics to Feature Geometry: How Correlations Shape Superposition
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4414
Visual symbolic mechanisms: Emergent symbol processing in Vision Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4415
How hard is learning to cut? Trade-offs and sample complexity
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4416
Better Learning-Augmented Spanning Tree Algorithms via Metric Forest Completion
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4417
Adaptive gradient descent on Riemannian manifolds and its applications to Gaussian variational inference
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4418
Stop Guessing: Choosing the Optimization-Consistent Uncertainty Measurement for Evidential Deep Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4518
Robust Amortized Bayesian Inference with Self-Consistency Losses on Unlabeled Data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4517
Combinatorial Bandit Bayesian Optimization for Tensor Outputs
[
OpenReview]
Blog Post Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4516
Model Misspecification in Simulation-Based Inference - Recent Advances and Open Challenges
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4515
Primal-Dual Policy Optimization for Linear CMDPs with Adversarial Losses
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4514
When More is Less: Understanding Chain-of-Thought Length in LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4513
Change Point Localization and Inference in Dynamic Multilayer Networks
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4512
DRIFT: Learning from Abundant User Dissatisfaction in Real-World Preference Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4511
Less Is More: Clustered Cross-Covariance Control for Offline RL
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4510
DR-SAC: Distributionally Robust Soft Actor-Critic for Reinforcement Learning under Uncertainty
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4509
ReFORM: Reflected Flows for On-support Offline RL via Noise Manipulation
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4508
Causal Imitation Learning under Expert-Observable and Expert-Unobservable Confounding
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4507
Action-Free Offline-To-Online RL via Discretised State Policies
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4506
Peng's Q($\lambda$) for Conservative Value Estimation in Offline Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4505
QeRL: Beyond Efficiency - Quantization-enhanced Reinforcement Learning for LLMs
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4504
Direct Preference Optimization for Primitive-Enabled Hierarchical RL: A Bilevel Approach
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4503
Relative Value Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4502
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4501
Exploration vs Exploitation: Rethinking RLVR through Clipping, Entropy, and Spurious Reward
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4601
Geometry of Uncertainty: Learning Metric Spaces for Multimodal State Estimation in RL
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4602
Pretrain Value, Not Reward: Decoupled Value Policy Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4603
Mean Flow Policy with Instantaneous Velocity Constraint for One-step Action Generation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4604
Exploratory Diffusion Model for Unsupervised Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4605
Reward Model Routing in Alignment
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4606
A Primer on SO(3) Action Representations in Deep Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4607
Single-stream Policy Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4608
Dual Goal Representations
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4609
From Ticks to Flows: Dynamics of Neural Reinforcement Learning in Continuous Environments
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4610
Agentic Reinforced Policy Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4611
Invert4TVG: A Temporal Video Grounding Framework with Inversion Tasks Preserving Action Understanding Ability
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4612
Distributional value gradients for stochastic environments
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4613
Task Tokens: A Flexible Approach to Adapting Behavior Foundation Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4614
The Rank and Gradient Lost in Non-stationarity: Sample Weight Decay for Mitigating Plasticity Loss in Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4615
AbstRaL: Augmenting LLMs' Reasoning by Reinforcing Abstract Thinking
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4616
A Simple "Motivation" Can Enhance Reinforcement Finetuning of Large Reasoning Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4617
ATPO: ADAPTIVE TREE POLICY OPTIMIZATION FOR MULTI-TURN MEDICAL DIALOGUE
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4618
MIRACLE: Model-free Imitation and Reinforcement Learning for Adaptive Cut-Selection
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4718
CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4717
MATA: A Trainable Hierarchical Automaton System for Multi-Agent Visual Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4716
Type-Compliant Adaptation Cascades
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4715
Learning Efficient and Interpretable Multi-Agent Communication
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4714
Retaining Suboptimal Actions to Follow Shifting Optima in Multi-Agent Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4713
SocialJax: An Evaluation Suite for Multi-agent Reinforcement Learning in Sequential Social Dilemmas
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4712
Learn the Ropes, Then Trust the Wins: Self-imitation with Progressive Exploration for Agentic Reinforcement Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4711
Bayesian Robust Cooperative Multi-Agent Reinforcement Learning Against Unknown Adversaries
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4710
Improving Human-AI Coordination through Online Adversarial Training and Generative Models
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4709
AgentPO: Enhancing Multi-Agent Collaboration via Reinforcement Learning
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4708
Latent Wasserstein Adversarial Imitation Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4707
Beyond Noisy-TVs: Noise-Robust Exploration Via Learning Progress Monitoring
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4706
Sample-efficient and Scalable Exploration in Continuous-Time RL
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4705
VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4704
Model Predictive Adversarial Imitation Learning for Planning from Observation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4703
Learning to Be Uncertain: Pre-training World Models with Horizon-Calibrated Uncertainty
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4702
MIRA: Memory-Integrated Reinforcement Learning Agent with Limited LLM Guidance
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4701
OrchestrationBench: LLM-Driven Agentic Planning and Tool Use in Multi-Domain Scenarios
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4801
Test-Time Adaptation for LLM Agents via Environment Interaction
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4802
In-Context Learning for Pure Exploration
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4803
Zero-Overhead Introspection for Adaptive Test-Time Compute
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4804
Learning Dynamics Feature Representation via Policy Attention for Dynamic Path Planning in Urban Road Networks
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4805
FastGRPO: Accelerating Policy Optimization via Concurrency-aware Speculative Decoding and Online Draft Learning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4806
Local Reinforcement Learning with Action-Conditioned Root Mean Squared Q-Functions
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4807
Agentic Reinforcement Learning with Implicit Step Rewards
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4808
SCRIBES: Web-Scale Script-Based Semi-Structured Data Extraction with Reinforcement Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4809
RewardBench 2: Advancing Reward Model Evaluation
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4810
When Data is the Algorithm: A Systematic Study and Curation of Preference Optimization Datasets
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4811
How Far Can Unsupervised RLVR Scale LLM Training?
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4812
Unsupervised Learning of Efficient Exploration: Pre-training Adaptive Policies via Self-Imposed Goals
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4813
Multimodal LLM-assisted Evolutionary Search for Programmatic Control Policies
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4814
BOAD: Discovering Hierarchical Software Engineering Agents via Bandit Optimization
[
Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4815
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4816
AutoQD: Automatic Discovery of Diverse Behaviors with Quality-Diversity Optimization
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4817
Risk-Sensitive Reinforcement Learning for Alleviating Exploration Dilemmas in Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4818
Laplacian Kernelized Bandit
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4918
The Markovian Thinker: Architecture-Agnostic Linear Scaling of Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4917
THOR: Tool-Integrated Hierarchical Optimization via RL for Mathematical Reasoning
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4916
LaDiR: Latent Diffusion Enhances LLMs for Text Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4915
MMSU: A Massive Multi-task Spoken Language Understanding and Reasoning Benchmark
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4914
Disentangled Representation Learning for Parametric Partial Differential Equations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4913
Codified Finite-state Machines for Role-playing
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4912
ViPO: Visual Preference Optimization at Scale
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4911
Causally Robust Reward Learning from Reason-Augmented Preference Feedback
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4910
RL for Reasoning by Adaptively Revealing Rationales
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4908
ProteinAE: Protein Diffusion Autoencoders for Structure Encoding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4907
Turning Internal Gap into Self-Improvement: Promoting the Generation-Understanding Unification in MLLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4906
Massive Activations are the Key to Local Detail Synthesis in Diffusion Transformers
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4905
MATHMO: Automated Mathematical Modeling Through Adaptive Search
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4904
Watermark-based Attribution of AI-Generated Content
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4903
Hallucination Begins Where Saliency Drops
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4902
NI Sampling: Accelerating Discrete Diffusion Sampling by Token Order Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#4901
Characterization and Learning of Causal Graphs with Latent Confounders and Post-treatment Selection from Interventional Data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5001
WMPO: World Model-based Policy Optimization for Vision-Language-Action Models
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5002
$\nabla$-Reasoner: LLM Reasoning via Test-Time Gradient Descent in Latent Space
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5003
Bures-Isotropy Alignment: Manifold Learning of Generalized Category Discovery
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5004
Cognitive models can reveal interpretable value trade-offs in language models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5005
HarmonyGNNs: Harmonizing Heterophily and Homophily in GNNs via Self-Supervised Node Encoding
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5006
Scaling Speech Tokenizers with Diffusion Autoencoders
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5007
ShinkaEvolve: Towards Open-Ended and Sample-Efficient Program Evolution
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5008
Exploring Cross-Modal Flows for Few-Shot Learning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5009
Latent Visual Reasoning
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5010
Revisiting Parameter Server in LLM Post-Training
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5011
Inpainting-Guided Policy Optimization for Diffusion Large Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5012
AFTER: Mitigating the Object Hallucination of LVLM via Adaptive Factual-Guided Activation Editing
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5013
HiCache: A Plug-in Scaled-Hermite Upgrade for Taylor-Style Cache-then-Forecast Diffusion Acceleration
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5014
TwinFlow: Realizing One-step Generation on Large Models with Self-adversarial Flows
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5015
Representation Alignment for Diffusion Transformers without External Components
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5016
Reducing Symmetry Increase in Equivariant Neural Networks
[
Slides]
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5017
Convex Dominance in Deep Learning I: A Scaling Law of Loss and Learning Rate
[
Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5018
A Dense Subset Index for Collective Query Coverage
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5118
DispViT: Direct Stereo Disparity Regression with a Single-Stream Vision Transformer
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5117
Image Quality Assessment for Embodied AI
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5116
PCPO: Proportionate Credit Policy Optimization for Preference Alignment of Image Generation Models
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Poster]
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5115
Reverse-Engineered Reasoning for Open-Ended Generation
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5114
How Stable is the Next Token? A Geometric View of LLM Prediction Stability
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Slides]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5113
SWINGARENA: Adversarial Programming Arena for Long-context GitHub Issue Solving
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5112
Revisiting Group Relative Policy Optimization: Insights into On-Policy and Off-Policy Training
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5111
Decision Aggregation under Quantal Response
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5110
LLMs Can Hide Text in Other Text of the Same Length
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5109
S2R-HDR: A Large-Scale Rendered Dataset for HDR Fusion
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5108
Hierarchy-of-Groups Policy Optimization for Long-Horizon Agentic Tasks
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5107
Toward Universal and Transferable Jailbreak Attacks on Vision-Language Models
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5106
WavePolyp: Video Polyp Segmentation via Hierarchical Wavelet-Based Feature Aggregation and Inter-Frame Divergence Perception
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Slides]
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5105
Mixture of Mini Experts: Overcoming the Linear Layer Bottleneck in Multiple Instance Learning
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5104
Scaling Linear Attention Capacity with Sparse State Expansion
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5103
Code2Bench: Scaling Source and Rigor for Dynamic Benchmark Construction
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5102
CoMind: Towards Community-Driven Agents for Machine Learning Engineering
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5101
Training-free Counterfactual Explanation for Temporal Graph Model Inference
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5201
On Entropy Control in LLM-RL Algorithms
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5202
CL-DPS: A Contrastive Learning Approach to Blind Nonlinear Inverse Problem Solving via Diffusion Posterior Sampling
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5203
Tug-of-War No More: Harmonizing Accuracy and Robustness in Vision-Language Models via Stability-Aware Task Vector Merging
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5204
Inverse Reinforcement Learning with Dynamic Reward Scaling for LLM Alignment
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5205
3DCS: Datasets and Benchmark for Evaluating Conformational Sensitivity in Molecular Representations
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5206
Strategic Obfuscation of Deceptive Reasoning in Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5207
MeSH: Memory-as-State-Highways for Recursive Transformers
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5208
CellDuality: Unlocking Biological Reasoning in LLMs with Self-Supervised RLVR
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5209
FeDaL: Federated Dataset Learning for General Time Series Foundation Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5210
LLMs Struggle to Balance Reasoning and World Knowledge in Causal Narrative Understanding
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5211
VoxPrivacy: A Benchmark for Evaluating Interactional Privacy of Speech Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5212
Scaling Behavior of Discrete Diffusion Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5213
Fathom-DeepResearch: Unlocking Long Horizon Information Retrieval and Synthesis for SLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5214
OmniPortrait: Fine-Grained Personalized Portrait Synthesis via Pivotal Optimization
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5215
Figma2Code: Automating Multimodal Design to Code in the Wild
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5216
Debiased and Denoised Representation Learning for Incomplete Multi-view Clustering
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5217
PRO-MOF: Policy Optimization with Universal Atomistic Models for Controllable MOF Generation
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5218
Frustratingly Simple Retrieval Improves Challenging, Reasoning-Intensive Benchmarks
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5318
ContextPRM: Leveraging Contextual Coherence for multi-domain Test-Time Scaling
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5317
Deep Think with Confidence
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5316
Joint Optimization for 4D Human-Scene Reconstruction in the Wild
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5315
Better Bounds for the Distributed Experts Problem
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5314
Quantization-Aware Diffusion Models For Maximum Likelihood Training
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5313
SynthWorlds: Controlled Parallel Worlds for Disentangling Reasoning and Knowledge in Language Models
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5312
Routing Manifold Alignment Improves Generalization of Mixture-of-Experts LLMs
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5311
QuestA: Expanding Reasoning Capacity in LLMs via Question Augmentation
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5310
Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5309
The Alignment Waltz: Jointly Training Agents to Collaborate for Safety
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5308
SuperMAN: Interpretable and Expressive Networks over Temporally Sparse Heterogeneous Data
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5307
Diffusion Transformers with Representation Autoencoders
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5306
Spatial Mental Modeling from Limited Views
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Poster]
[
OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5305
Larger Datasets Can Be Repeated More: A Theoretical Analysis of Multi-Epoch Scaling in Linear Regression
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OpenReview]
Poster
Fri Apr 24 06:30 AM -- 09:00 AM (PDT) @ Pavilion 4 P4-#5304
No Detail Left Behind: Revisiting Self-Retrieval for Fine-Grained Image Captioning
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