Hello! I’m Siyuan Lu, an undergraduate student from Beijing University of Post and Telecommunications, engaged in a joint program with Queen Mary University of London.

Starting in Fall 2025, I will be pursuing a PhD in Computer Science and Technology through a joint program between Zhejiang University, Westlake University, and Shanghai Innovation Institute. I am honored to be part of the institute’s second PhD cohort, working under the supervision of Prof. Tao LIN from Westlake University and Prof. Weinan Zhang from Shanghai Jiao Tong University.

🔭 My long-term research goal: Based on a well-modeled world model of the physical world 🌍, build a self-evolving agent system 🤖 which can continuously receive multi-modal feedback 📄🎨🎥 (e.g., text, audio, images, video, 3D data) from the world 🌏 and adapt to its changing environment 🌟.

Check out my detailed CV

🎯 Research Interests

  • LLM-based Multi-Agent System (MAS) (See MorphAgent)
  • Self-evolving Agent (I’m still learning it!)

📚 Selected Publications

Google Scholar

You can find the full list of my publications here.

  • MorphAgent: Empowering Agents through Self-Evolving Profiles and Decentralized Collaboration
    Siyuan Lu*, Jiaqi Shao*, Bing Luo†, Tao Lin†
    arXiv GitHub Repo stars
  • Unleashing the Potential of Large Language Models as Prompt Optimizers
    Xinyu Tang*, Xiaolei Wang*, Wayne Xin Zhao†, Siyuan Lu, Yaliang Li, Ji-Rong Wen
    AAAI 2025
    arXiv GitHub Repo stars
  • PreAct: Predicting Future in ReAct Enhances Agent's Planning Ability
    Dayuan Fu, Jianzhao Huang, Siyuan Lu, Guanting Dong, Yejie Wang, Keqing He, Weiran Xu†
    COLING 2025
    arXiv GitHub Repo stars

*Equal contributions. †Corresponding author

🎓 Education

  • Westlake University & Zhejiang University Co-PhD Promgram

    • Ph.D. in Computer Science and Technology (2025.09 - )
    • Degree Granted By: Zhejiang University

  • Beijing University of Post and Telecommunications & Queen Marry University of London Joint Program

    • Bachelor in Internet of Things (2021.09 - 2025.06)
    • Score: 90.97/100 (Rank: 7/182)

💼 Work Experience

  • LINs Lab, Westlake University (2024.03 - Present)

    • Intern working under Prof. Tao Lin on a Multi-Agent System (MAS) project.

  • AIBox Lab, Renmin University of China (2023.03 - 2024.03)

    • Intern working under Prof. Wayne Xin Zhao, contributing to a paper and maintaining projects.

🌟 A Note About My Name

My full name in Chinese is 路(Lu)思远(Siyuan). Here’s the meaning behind it:

  • 路 (Lu): A “road” or “path,” symbolizing journey, exploration, and progress.
  • 思 (Si): “Thinking” or “reflection,” emphasizing critical thinking and creativity.
  • 远 (Yuan): “Long-term” or “vision,” signifying ambition and foresight.

Together, 路思远 reflects the philosophy of pursuing long-term goals with thoughtful planning and a forward-looking mindset—a principle I strive to embody in both my personal and professional life.