Tianshi ZHENG
First Year Ph.D. Student in HKUST
HKUST, Clear Water Bay
Bibliography
Hello there!
I’m a Ph.D. student in Computer Science at the Hong Kong University of Science and Technology (HKUST) starting from 2024, advised by Prof. Yangqiu Song. Prior to that, I obtained two bachelor’s degrees in Computer Science and General Business Management from the Dual Degree Program at the same institution with the highest distinction.
Research Interests
I am generally interested in Natural Language Processing and Machine Learning. During my undergraduate studies, I worked on logical reasoning over both natural language and structured data with neuro-symbolic approaches.
My recent research interest mainly includes:
- Explainable and Scalable System II Reasoning in LLMs
- Logical Inference: Deduction, Induction and Abduction
- Machine Theory-of-Mind
Awards
- Hong Kong PhD Fellowship 2024
- HKUST Academic Achievement Medal (~top 1% graduate)
- HKUST Dean's Lists (8 semesters)
Academic Service
Conference Reviewer: EMNLP 2023, KDD 2024, NLPCC 2024, ACL Rolling Review
Selected Publications
- ACLAdvancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis GenerationMain Conference of the 62th Annual Meeting of the Association for Computational Linguistics, 2024
- ArxivCLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual KnowledgeArXiv Preprint, 2024