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Hangyu Mao

13 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

AAMAS ×2ICML ×2IJCAI ×2WWW ×2AAAI ×1ACL ×1EMNLP ×1SIGIR ×1SIGKDD ×1

Frequent coauthors

Rui Zhao
×6
Bin Zhang
×5
Ziyue Li
×5
Jingqing Ruan
×4
Fuzheng Zhang
×3
Zhiwei Xu
×3
Haoyuan Jiang
×3
Jiaming Lu
×3
Guanting Dong
×2
Xiaoxi Li
×2
Jiajie Jin
×2
Yutao Zhu
×2

Papers

  1. Tool-Star: Empowering Multi-Tool Collaborative Web Agent via Reinforcement Learning
    SIGIR 2026 ·
    Guanting Dong
    ,
    Yifei Chen
    ,
    Xiaoxi Li
    ,
    Jiajie Jin
    ,
    Hongjin Qian
    ,
    Yutao Zhu
    , Hangyu Mao,
    Guorui Zhou
    ,
    Zhicheng Dou
    ,
    Ji-Rong Wen
  2. Toward Generalized Web Agent Training: A Deep Dive into Entropy-Balanced Reinforcement Learning
    WWW 2026 ·
    Guanting Dong
    ,
    Licheng Bao
    ,
    Zhongyuan Wang
    ,
    Kangzhi Zhao
    ,
    Xiaoxi Li
    ,
    Jiajie Jin
    ,
    Jinghan Yang
    , Hangyu Mao,
    Fuzheng Zhang
    ,
    Kun Gai
    ,
    Guorui Zhou
    ,
    Yutao Zhu
    ,
    Ji-Rong Wen
    ,
    Zhicheng Dou
  3. DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering
    ACL 2025 ·
    Rong Cheng
    ,
    Jinyi Liu
    ,
    Yan Zheng
    ,
    Fei Ni
    ,
    Jiazhen Du
    , Hangyu Mao,
    Fuzheng Zhang
    ,
    Bo Wang
    ,
    Jianye Hao
  4. Reidentify: Context-Aware Identity Generation for Contextual Multi-Agent Reinforcement Learning
    ICML 2025 ·
    Zhiwei Xu
    ,
    Kun Hu
    ,
    Xin Xin
    ,
    Weiliang Meng
    ,
    Yiwei Shi
    , Hangyu Mao,
    Bin Zhang
    ,
    Dapeng Li
    ,
    Jiangjin Yin
  5. SheetAgent: Towards a Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models
    WWW 2025 ·
    Yibin Chen
    ,
    Yifu Yuan
    ,
    Zeyu Zhang
    ,
    Yan Zheng
    ,
    Jinyi Liu
    ,
    Fei Ni
    ,
    Jianye Hao
    , Hangyu Mao,
    Fuzheng Zhang
  6. SkillTree: Explainable Skill-Based Deep Reinforcement Learning for Long-Horizon Control Tasks
    AAAI 2025 ·
    Yongyan Wen
    ,
    Siyuan Li
    ,
    Rongchang Zuo
    ,
    Lei Yuan
    , Hangyu Mao,
    Peng Liu
  7. CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal Control
    SIGKDD 2024 ·
    Jingqing Ruan
    ,
    Ziyue Li
    ,
    Hua Wei
    ,
    Haoyuan Jiang
    ,
    Jiaming Lu
    ,
    Xuantang Xiong
    , Hangyu Mao,
    Rui Zhao
  8. DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge
    AAMAS 2024 ·
    Jiaming Lu
    ,
    Jingqing Ruan
    ,
    Haoyuan Jiang
    ,
    Ziyue Li
    , Hangyu Mao,
    Rui Zhao
  9. PDiT: Interleaving Perception and Decision-making Transformers for Deep Reinforcement Learning
    AAMAS 2024 · Hangyu Mao,
    Rui Zhao
    ,
    Ziyue Li
    ,
    Zhiwei Xu
    ,
    Hao Chen
    ,
    Yiqun Chen
    ,
    Bin Zhang
    ,
    Zhen Xiao
    ,
    Junge Zhang
    ,
    Jiangjin Yin
  10. PTDE: Personalized Training with Distilled Execution for Multi-Agent Reinforcement Learning
    IJCAI 2024 ·
    Yiqun Chen
    , Hangyu Mao,
    Jiaxin Mao
    ,
    Shiguang Wu
    ,
    Tianle Zhang
    ,
    Bin Zhang
    ,
    Wei Yang
    ,
    Hongxing Chang
  11. Sequential Asynchronous Action Coordination in Multi-Agent Systems: A Stackelberg Decision Transformer Approach
    ICML 2024 ·
    Bin Zhang
    , Hangyu Mao,
    Lijuan Li
    ,
    Zhiwei Xu
    ,
    Dapeng Li
    ,
    Rui Zhao
    ,
    Guoliang Fan
  12. TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Industry Systems
    EMNLP 2024 ·
    Yilun Kong
    ,
    Jingqing Ruan
    ,
    Yihong Chen
    ,
    Bin Zhang
    ,
    Tianpeng Bao
    ,
    Shiwei Shi
    ,
    Du Qing
    ,
    Xiaoru Hu
    , Hangyu Mao,
    Ziyue Li
    ,
    Xingyu Zeng
    ,
    Rui Zhao
    ,
    Xueqian Wang
  13. X-Light: Cross-City Traffic Signal Control Using Transformer on Transformer as Meta Multi-Agent Reinforcement Learner
    IJCAI 2024 ·
    Haoyuan Jiang
    ,
    Ziyue Li
    ,
    Hua Wei
    ,
    Xuantang Xiong
    ,
    Jingqing Ruan
    ,
    Jiaming Lu
    , Hangyu Mao,
    Rui Zhao