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Yu Wang

School of Computer Science and Technology,
University of Science and Technology of China
terencewang0809@gmail.com
wloner@mail.ustc.edu.cn


Citations --

Short Bio

Hello!👋 I am a 1st-year master student from University of Science and Technology of China advised by Fuli Feng & mentored by Wentao Shi. Previously, I worked as a research intern at MSR Asia, under the supervision of Furu Wei and the mentorship of Nan Yang, Liang Wang. My research interest mainly lies in:

LLM Reasoning
RLVR / Agentic RL
Verifier System
Game Agent
Open World Agent

I am always eager for discussions and collaborations! Feel free to email me!

Research Experience

Education

News

Publications [Google Scholar][ResearchGate]

  1. LongCat-Flash-Thinking-2601 Technical Report Contributor
    Meituan LongCat Team
    Arxiv PDF Code BibTex Technical Report

  2. Examining False Positives under Inference Scaling for Mathematical Reasoning
    Yu Wang, Nan Yang, Liang Wang, Furu Wei, Fuli Feng
    Arxiv PDF Code BibTex EMNLP 2025 Main

  3. AJ-Bench: Benchmarking Agent-as-a-Judge for Environment-Aware Evaluation
    Wentao Shi†, Yu Wang†, Yuyang Zhao†, Yuxin Chen, Fuli Feng, Xueyuan Hao, Xi Su, Qi Gu, Hui Su, Xunliang Cai, Xiangnan He
    Arxiv PDF Code BibTex ACL 2026 Findings

  4. CAST: Game Solvers as Turn-Level Teachers for LLM Agents
    Yu Wang†, Yi-Kai Zhang†, Wentao Shi, Ziang Ye, Yuchun Miao, Yueqing Sun, Qi Gu, Xunliang Cai, Lan-Zhe Guo, Han-Jia Ye, Fuli Feng
    arXiv preprint, 2026
    Arxiv PDF Code BibTex

Other Publications
  1. Learning to Self-Verify Makes Language Models Better Reasoners
    Yuxin Chen, Yu Wang, Yi Zhang, Ziang Ye, Zhengzhou Cai, Yaorui Shi, Qi Gu, Hui Su, Xunliang Cai, Xiang Wang, An Zhang, Tat-Seng Chua
    ICML 2026
    Arxiv PDF Code BibTex

  2. Look Before You Leap: Autonomous Exploration for LLM Agents
    Ziang Ye, Wentao Shi, Yuxin Liu, Yu Wang, Zhengzhou Cai, Yaorui Shi, Qi Gu, Xunliang Cai, Fuli Feng
    arXiv preprint, 2026
    Arxiv PDF

  3. Learning to Act under Noise: Enhancing Agent Robustness via Noisy Environments
    Yuxin Chen, Xiaodong Cai, Junfeng Fang, Zhuowen Han, Yu Wang, Yaorui Shi, Yi Zhang, Qi Gu, Xunliang Cai, Xiang Wang, An Zhang, Tat-Seng Chua
    arXiv preprint, 2026
    Arxiv PDF