Zehui Chen

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upvoted a paper 2 days ago

HER: Human-like Reasoning and Reinforcement Learning for LLM Role-playing

Paper • 2601.21459 • Published 9 days ago • 9

upvoted 2 papers 3 days ago

SWE-Master: Unleashing the Potential of Software Engineering Agents via Post-Training

Paper • 2602.03411 • Published 4 days ago • 34

SWE-World: Building Software Engineering Agents in Docker-Free Environments

Paper • 2602.03419 • Published 4 days ago • 38

upvoted 2 papers 4 days ago

Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models

Paper • 2601.22060 • Published 9 days ago • 147

Vision-DeepResearch Benchmark: Rethinking Visual and Textual Search for Multimodal Large Language Models

Paper • 2602.02185 • Published 5 days ago • 123

upvoted a paper 16 days ago

MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents

Paper • 2601.12346 • Published 20 days ago • 49

upvoted a paper 26 days ago

The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning

Paper • 2601.06002 • Published 29 days ago • 51

upvoted a paper about 1 month ago

UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision

Paper • 2601.03193 • Published Jan 6 • 46

upvoted 2 papers about 2 months ago

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

Paper • 2512.10756 • Published Dec 11, 2025 • 35

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

Paper • 2512.10739 • Published Dec 11, 2025 • 47

upvoted 2 papers 2 months ago

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

Paper • 2512.04987 • Published Dec 4, 2025 • 80

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

Paper • 2511.22134 • Published Nov 27, 2025 • 22

upvoted 4 papers 3 months ago

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

Paper • 2511.14366 • Published Nov 18, 2025 • 17

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

Paper • 2511.08892 • Published Nov 12, 2025 • 209

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

Paper • 2510.23691 • Published Oct 27, 2025 • 54

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

Paper • 2510.24320 • Published Oct 28, 2025 • 21

upvoted 2 papers 4 months ago

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

Paper • 2510.18927 • Published Oct 21, 2025 • 84

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

Paper • 2510.01304 • Published Oct 1, 2025 • 11

upvoted 2 papers 5 months ago

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

Paper • 2509.08755 • Published Sep 10, 2025 • 57

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

Paper • 2509.02544 • Published Sep 2, 2025 • 125