Xiyao Wang

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authored a paper 25 days ago

Agentic Critical Training

Paper • 2603.08706 • Published 26 days ago • 13

authored a paper 4 months ago

Multi-Crit: Benchmarking Multimodal Judges on Pluralistic Criteria-Following

Paper • 2511.21662 • Published Nov 26, 2025 • 11

authored a paper 5 months ago

ROVER: Benchmarking Reciprocal Cross-Modal Reasoning for Omnimodal Generation

Paper • 2511.01163 • Published Nov 3, 2025 • 32

authored 2 papers 6 months ago

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 276

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

Paper • 2509.23661 • Published Sep 28, 2025 • 49

authored 3 papers 7 months ago

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

Paper • 2506.06998 • Published Jun 8, 2025 • 1

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

Paper • 2507.00045 • Published Jun 23, 2025 • 1

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

Paper • 2509.00676 • Published Aug 31, 2025 • 85

authored 2 papers 10 months ago

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

Paper • 2506.10128 • Published Jun 11, 2025 • 22

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

Paper • 2506.05523 • Published Jun 5, 2025 • 34

authored a paper 12 months ago

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

Paper • 2504.07934 • Published Apr 10, 2025 • 21

authored 3 papers over 1 year ago

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

Paper • 2412.03704 • Published Dec 4, 2024 • 6

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 6 papers about 2 years ago

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

Paper • 2402.06187 • Published Feb 9, 2024 • 11

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