About me
I am a Ph.D. candidate in the Department of Computer Science and Engineering at The Hong Kong University of Science and Technology, supervised by Prof. Dit-Yan Yeung.
Previously, I graduated with first class honors from the Department of Computer Science and Engineering at The Chinese University of Hong Kong.
My research interests include natural language processing and its applications. Currently, I mainly focus on analysing the reasoning ability of LLM and enhance it with training.
I am deeply grateful to Associate Professor Lemao Liu, Principal Researcher Mo Yu, and Professor Dit-Yan Yeung for their invaluable guidance and support throughout my academic journey.
Selected papers
Cross-Domain Contrastive Training of Embedding Models for Insight-Guided Agentic Reasoning
Agentic Retrieval – Preprint
PRELUDE: A Benchmark Designed to Require Global Comprehension and Reasoning over Long Contexts
Measure of AGI – In Submission
Many-Shot CoT-ICL: Making In-Context Learning Truly Learn
Many-shot CoT-ICL – ICML 2026
DivLogicEval: A Framework for Benchmarking Logical Reasoning Evaluation in Large Language Models
Logic Evaluation – EMNLP 2025
The Stochastic Parrot on LLMs Shoulder: A Summative Assessment of Physical Concept Understanding
Measure of AGI – NAACL 2025 (Oral)