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Muning Wen

12 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

ACL ×3ICLR ×2NeurIPS ×2AAAI ×1AAMAS ×1ECAI ×1ICML ×1SIGIR ×1

Frequent coauthors

Weinan Zhang
×10
Ying Wen
×5
Yingxuan Yang
×4
Qiuying Peng
×4
Jun Wang
×4
Ziyu Wan
×3
Xiaoyun Mo
×3
Jiamu Zhou
×3
Yong Yu
×2
Yiwei Shi
×2
Jun Wang
×2
Xihuai Wang
×2

Papers

  1. Attribution-Based Analysis and Optimization of Modular Agentic Workflows
    ACL 2026 ·
    Yingxuan Yang
    ,
    Bo Huang
    ,
    Siyuan Qi
    ,
    Chao Feng
    ,
    Haoyi Hu
    ,
    Yuxuan Zhu
    ,
    Jinbo Hu
    ,
    Haoran Zhao
    ,
    Ziyi He
    ,
    Xiao Liu
    ,
    Zongyu Wang
    , Muning Wen,
    Lin Qiu
    ,
    Xuezhi Cao
    ,
    Xunliang Cai
    ,
    Yong Yu
    ,
    Weinan Zhang
  2. Progra: Progress-Aware Reinforcement Learning for Multi-Turn Function Calling
    ACL 2026 ·
    Huacan Chai
    ,
    Zijie Cao
    ,
    Maolin Ran
    ,
    Yingxuan Yang
    ,
    Jianghao Lin
    ,
    Xin Peng
    ,
    Hairui Wang
    ,
    Renjie Ding
    ,
    Ziyu Wan
    , Muning Wen,
    Weiwen Liu
    ,
    Weinan Zhang
    ,
    Fei Huang
    ,
    Ying Wen
  3. Autonomous Goal Detection and Cessation in Reinforcement Learning: A Case Study on Source Term Estimation
    AAAI 2025 ·
    Yiwei Shi
    , Muning Wen,
    Qi Zhang
    ,
    Weinan Zhang
    ,
    Cunjia Liu
    ,
    Weiru Liu
  4. Diversity-Aware Self-Paced Data Selection for LLM Fine-Tuning
    ECAI 2025 ·
    Yingxuan Yang
    ,
    Huayi Wang
    , Muning Wen,
    Xiaoyun Mo
    ,
    Qiuying Peng
    ,
    Jun Wang
    ,
    Weinan Zhang
  5. HammerBench: Fine-Grained Function-Calling Evaluation in Real Mobile Assistant Scenarios
    ACL 2025 ·
    Jun Wang
    ,
    Jiamu Zhou
    ,
    Xihuai Wang
    ,
    Xiaoyun Mo
    ,
    Haoyu Zhang
    ,
    Qiqiang Lin
    ,
    Jincheng Jincheng
    , Muning Wen,
    Weinan Zhang
    ,
    Qiuying Peng
  6. MobileUse: A Hierarchical Reflection-Driven GUI Agent for Autonomous Mobile Operation
    NeurIPS 2025 ·
    Ning Li
    ,
    Xiangmou Qu
    ,
    Jiamu Zhou
    , Muning Wen,
    Kounianhua Du
    ,
    Xingyu Lou
    ,
    Qiuying Peng
    ,
    Jun Wang
    ,
    Weinan Zhang
  7. PMAT: Optimizing Action Generation Order in Multi-Agent Reinforcement Learning
    AAMAS 2025 ·
    Kun Hu
    , Muning Wen,
    Xihuai Wang
    ,
    Shao Zhang
    ,
    Yiwei Shi
    ,
    Minne Li
    ,
    Minglong Li
    ,
    Ying Wen
  8. Robust Function-Calling for On-Device Language Model via Function Masking
    ICLR 2025 ·
    Qiqiang Lin
    , Muning Wen,
    Qiuying Peng
    ,
    Guanyu Nie
    ,
    Junwei Liao
    ,
    Jun Wang
    ,
    Xiaoyun Mo
    ,
    Jiamu Zhou
    ,
    Cheng Cheng
    ,
    Yin Zhao
    ,
    Weinan Zhang
  9. Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning
    ICLR 2025 ·
    Shangding Gu
    ,
    Laixi Shi
    , Muning Wen,
    Ming Jin
    ,
    Eric Mazumdar
    ,
    Yuejie Chi
    ,
    Adam Wierman
    ,
    Costas J. Spanos
  10. AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training
    ICML 2024 ·
    Ziyu Wan
    ,
    Xidong Feng
    , Muning Wen,
    Stephen Marcus McAleer
    ,
    Ying Wen
    ,
    Weinan Zhang
    ,
    Jun Wang
  11. Reinforcing LLM Agents via Policy Optimization with Action Decomposition
    NeurIPS 2024 · Muning Wen,
    Ziyu Wan
    ,
    Jun Wang
    ,
    Weinan Zhang
    ,
    Ying Wen
  12. TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision
    SIGIR 2024 ·
    Ruiwen Zhou
    ,
    Yingxuan Yang
    , Muning Wen,
    Ying Wen
    ,
    Wenhao Wang
    ,
    Chunling Xi
    ,
    Guoqiang Xu
    ,
    Yong Yu
    ,
    Weinan Zhang