- Multi-level querying using a knowledge pyramid, arXiv: 2407.21276
- MolGround: A Benchmark for Molecular Grounding, arXiv: 2503.23668
- Probabilistic Optimality for Inference-time Scaling, arXiv: 2506.22376
- Benchmarking for Domain-Specific LLMs: A Case Study on Academia and Beyond, EMNLP-Findings, 2025
- Awards:
- Best Project Award Competition 2025, First Runner-up
- Au Bak Ling Charity Trust Scholarship 2024/25
- Interdisciplinary Contest In Modeling (ICM), Meritorious Winner (2023, 2025)
- The 4th China Mobile ‘Wutong Cup’ National Finals, Second Prize
- Dean’s Honours List, Department of Computing, PolyU (3 consecutive years, 2022-2024)
- Undergraduate Research Innovation Scheme Scholarship 2022/23
- Outstanding Graduate of HSANNU 2020
Research Experience
- Position: Ph.D. Student
- Research Projects: Contributed to various AI-related research projects, including applications in AI for Science.
Education
- Degree: Bachelor of Science with First Class Honours
- University: The Hong Kong Polytechnic University
- Graduation Year: 2025
- Major: Computing Science
Background
- Research Interests: Domain-specific large language models (LLMs) and natural language processing (NLP)
- Professional Field: Computing Science
- Introduction: A Ph.D. student in the PolySmart Group at the Department of Computing, The Hong Kong Polytechnic University, co-supervised by Prof. Qing Li and Prof. Xiaoyong Wei.