Zehui Chen

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upvoted 2 papers 25 days ago

OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification

Paper • 2512.10756 • Published 26 days ago • 34

Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving

Paper • 2512.10739 • Published 26 days ago • 46

upvoted 2 papers about 1 month ago

Nex-N1: Agentic Models Trained via a Unified Ecosystem for Large-Scale Environment Construction

Paper • 2512.04987 • Published Dec 4, 2025 • 76

DualVLA: Building a Generalizable Embodied Agent via Partial Decoupling of Reasoning and Action

Paper • 2511.22134 • Published Nov 27, 2025 • 21

upvoted 2 papers about 2 months ago

ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoning

Paper • 2511.14366 • Published Nov 18, 2025 • 16

Lumine: An Open Recipe for Building Generalist Agents in 3D Open Worlds

Paper • 2511.08892 • Published Nov 12, 2025 • 201

upvoted 2 papers 2 months ago

Game-TARS: Pretrained Foundation Models for Scalable Generalist Multimodal Game Agents

Paper • 2510.23691 • Published Oct 27, 2025 • 53

Critique-RL: Training Language Models for Critiquing through Two-Stage Reinforcement Learning

Paper • 2510.24320 • Published Oct 28, 2025 • 19

upvoted 2 papers 3 months ago

BAPO: Stabilizing Off-Policy Reinforcement Learning for LLMs via Balanced Policy Optimization with Adaptive Clipping

Paper • 2510.18927 • Published Oct 21, 2025 • 83

Agentic Jigsaw Interaction Learning for Enhancing Visual Perception and Reasoning in Vision-Language Models

Paper • 2510.01304 • Published Oct 1, 2025 • 10

upvoted 2 papers 4 months ago

AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning

Paper • 2509.08755 • Published Sep 10, 2025 • 56

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

Paper • 2509.02544 • Published Sep 2, 2025 • 124

upvoted a paper 6 months ago

VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning

Paper • 2507.13348 • Published Jul 17, 2025 • 77

upvoted a paper 7 months ago

VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning

Paper • 2505.22019 • Published May 28, 2025 • 11

upvoted a paper 9 months ago

VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning

Paper • 2504.07956 • Published Apr 10, 2025 • 46

upvoted 2 papers 10 months ago

Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs

Paper • 2503.02846 • Published Mar 4, 2025 • 19

ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents

Paper • 2502.18017 • Published Feb 25, 2025 • 21

upvoted a paper 11 months ago

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning

Paper • 2502.06781 • Published Feb 10, 2025 • 58

upvoted a paper 12 months ago

Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training

Paper • 2501.11425 • Published Jan 20, 2025 • 109

upvoted a paper about 1 year ago

VisionZip: Longer is Better but Not Necessary in Vision Language Models

Paper • 2412.04467 • Published Dec 5, 2024 • 117