Computer Science Undergraduate and Researcher
I am a fourth-year undergraduate in Computer Science and Engineering at The Chinese University of Hong Kong, Shenzhen. I am currently advised by Prof. Chenhao Tan (Chicago Human + AI Lab, University of Chicago) and Prof. Benyou Wang (The Chinese University of Hong Kong, Shenzhen).
My research interests include natural language processing, LLM agents, human–AI interaction, AI for science, and operations research.
A human-in-the-loop framework for evolving domain-specific knowledge bases, supported by automated data generation and a RAG-based knowledge system.
Advised by Prof. Benyou Wang, The Chinese University of Hong Kong, Shenzhen.
Developed methods for rigorously evaluating whether LLM-generated optimization formulations are equivalent, extending evaluation from graph isomorphism to formulation isomorphism.
Certified Evaluation for LLMs in Optimization Modeling: From Graph Isomorphism to Formulation Isomorphism. ICML 2026 Workshop on Combining Theory and Benchmarks (CTB), poster presentation.
Advised by Prof. Ruoyu Sun, The Chinese University of Hong Kong, Shenzhen.
Explored heuristic-based ideation and hierarchical methods for automated scientific hypothesis generation at the Chicago Human + AI Lab.
Advised by Prof. Chenhao Tan, University of Chicago.
Designed and developed an autonomous operations research modeling agent with a bottom-up framework and a dedicated debugging solver group for reliable model formulation.
Advised by Prof. Ruoyu Sun, The Chinese University of Hong Kong, Shenzhen.
A hierarchical LLM-agent architecture in which a global orchestrator coordinates specialized search, coding, and analysis workflows. The system achieved 73.6% accuracy on GAIA Level 1 without task-specific fine-tuning and was deployed in a campus environment to integrate multiple university services.
A campus knowledge assistant for student questions, deployed at CUHK-Shenzhen to help students navigate university life and access campus information.
A vision-language GUI agent that parses screenshots into structured interface elements and selects actions from natural-language instructions.
A VS Code coding agent with workspace-aware RAG, semantic code indexing, MCP tools, and parallel execution workflows.
A C++ campus agent integrating student services such as course schedules, grades, library resources, email, Blackboard content, venue booking, and email actions.
Summer Research Fellowship, Department of Computer Science
Conducted research on LLM agents and scientific ideation under the supervision of Prof. Chenhao Tan.
Conducted research on LLM agents and self-evolving knowledge systems under the supervision of Prof. Benyou Wang.
B.Eng. in Computer Science and Engineering, School of Data Science
CGPA: 3.953/4.0; ranked 1st of 376 students in the School of Data Science.
