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zwliJay/README.md

Zhiwei Li (李郅玮)

LLM Agent Researcher · M.S. Candidate at Renmin University of China

I study how language-model agents plan, use tools, learn from experience, and improve their skills over time.

Google Scholar · Email · SkillHone Project

Research Interests

LLM agents · Agent planning · Tool use · Agent evaluation · Continual skill evolution

Education

  • Renmin University of China, M.S. candidate in Management Science and Engineering, 2023–Present
  • Sichuan University, B.S. in Information and Computing Science, 2019–2023

Publications

  • SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History
    Zhiwei Li, Yong Hu · EMNLP 2026 Industry Track
    Paper · Code · Project

  • Encouraging Good Processes Without the Need for Good Answers: Reinforcement Learning for LLM Agent Planning
    Zhiwei Li, Yong Hu, Weiqun Wang · EMNLP 2025 Industry Track
    Paper

  • Can Large Language Models Mine Interpretable Financial Factors More Effectively?
    Zhiwei Li, Rui Song, Chengguang Sun, et al. · Findings of ACL 2024
    Paper

Open Source

I build practical infrastructure for reproducible agent improvement. My current focus is SkillHone, a harness for continual agent skill evolution through persistent decision history.

Contact

For research discussions or collaboration: zhiweili.jay@foxmail.com

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  3. zwliJay zwliJay Public

    Academic profile of Zhiwei Li

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