Resume
Academic Achievements
- - Publications:
- - 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.
Miscellany
- - Personal Interests: Not explicitly mentioned