Xiyao Wang

russwang's activity

• All
• Models
• Datasets
• Spaces
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

authored a paper 24 days ago

Agent Learning via Early Experience

Paper • 2510.08558 • Published 25 days ago • 256

authored a paper about 1 month ago

LLaVA-OneVision-1.5: Fully Open Framework for Democratized Multimodal Training

Paper • 2509.23661 • Published Sep 28 • 44

authored 3 papers 2 months ago

What makes Reasoning Models Different? Follow the Reasoning Leader for Efficient Decoding

Paper • 2506.06998 • Published Jun 8

CaughtCheating: Is Your MLLM a Good Cheating Detective? Exploring the Boundary of Visual Perception and Reasoning

Paper • 2507.00045 • Published Jun 23 • 1

LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model

Paper • 2509.00676 • Published Aug 31 • 83

authored 2 papers 5 months ago

ViCrit: A Verifiable Reinforcement Learning Proxy Task for Visual Perception in VLMs

Paper • 2506.10128 • Published Jun 11 • 22

MORSE-500: A Programmatically Controllable Video Benchmark to Stress-Test Multimodal Reasoning

Paper • 2506.05523 • Published Jun 5 • 34

authored a paper 7 months ago

SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement

Paper • 2504.07934 • Published Apr 10 • 20

authored a paper 11 months ago

Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension

Paper • 2412.03704 • Published Dec 4, 2024 • 7

authored 2 papers about 1 year ago

Towards Self-Improvement of LLMs via MCTS: Leveraging Stepwise Knowledge with Curriculum Preference Learning

Paper • 2410.06508 • Published Oct 9, 2024 • 11

LLaVA-Critic: Learning to Evaluate Multimodal Models

Paper • 2410.02712 • Published Oct 3, 2024 • 37

authored a paper over 1 year ago

Premier-TACO: Pretraining Multitask Representation via Temporal Action-Driven Contrastive Loss

Paper • 2402.06187 • Published Feb 9, 2024 • 11

authored 6 papers almost 2 years ago

Live in the Moment: Learning Dynamics Model Adapted to Evolving Policy

Paper • 2207.12141 • Published Jul 25, 2022

TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning

Paper • 2306.13229 • Published Jun 22, 2023 • 3

DrM: Mastering Visual Reinforcement Learning through Dormant Ratio Minimization

Paper • 2310.19668 • Published Oct 30, 2023 • 3

Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences

Paper • 2401.10529 • Published Jan 19, 2024 • 1

COPlanner: Plan to Roll Out Conservatively but to Explore Optimistically for Model-Based RL

Paper • 2310.07220 • Published Oct 11, 2023 • 1

Is Model Ensemble Necessary? Model-based RL via a Single Model with Lipschitz Regularized Value Function

Paper • 2302.01244 • Published Feb 2, 2023