Siyuan LI ☕️
Siyuan LI Siyuan (Sven) LI

Mphil Student

HKUST(GZ)

About Me

Siyuan LI is an Mphil student at HKUST(GZ). Find me at lisiyuansven@foxmail.com. Currently, most of the content on this page comes with the template. I am gradually filling it out.

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Interests
  • Artificial Intelligence
  • Computational Linguistics
  • Financial Technology
Education

  • Mphil in AI

    HKUST(GZ)

  • BA in Finance

    Sun Yat-sen University

📚 My Research
LLM Agent, Knowledge Graph, NLP Financial applications. Auto-Financial Researching. Please reach out to collaborate.
Featured Publications
Interpreting Fedspeak with Confidence: A LLM-Based Uncertainty-Aware Framework
Compliance-to-Code: Enhancing Financial Compliance Checking via Code Generation
Recent Publications
Rui Yao, Qi Chai, Jinhai Yao, Siyuan LI, Junhao Chen, Qi Zhang, Hao Wang (2025). Interpreting Fedspeak with Confidence: A LLM-Based Uncertainty-Aware Framework. In arXiv.
PDF Code ArXiv
Siyuan LI, Jian Chen, Rui Yao, Xuming Hu, Peilin Zhou, Weihua Qiu, Simin Zhang, Chucheng Dong, Zhiyao Li, Qipeng Xie, Zixuan Yuan (2025). Compliance-to-Code: Enhancing Financial Compliance Checking via Code Generation. In arXiv.
PDF Code Dataset ArXiv
Recent & Upcoming Talks
Example Talk
Recent Blogs