Scholar
Tianshi Zheng
Google Scholar ID: R7jE3X4AAAAJ
HKUST
Citations & Impact
Citations
133
H-index
6
i10-index
4
Publications
20
Co-authors
43
list available
Publications
Resume (English only)
Academic Achievements
- - Publications:
- - TMLR 2025: The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning.
- - EMNLP 2025: From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery.
- - EMNLP 2025: LogiDynamics: Unraveling the Dynamics of Logical Inference in Large Language Model Reasoning.
- - ACL 2025: Enhancing Transformers for Generalizable First-Order Logical Entailment.
- - ACL 2025: KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education?
- - Projects: NewtonBench
- - Awards:
- - Hong Kong PhD Fellowship 2024
- - HKUST RedBird PhD Scholarship 2024
- - HKUST Academic Achievement Medal (~top 1% graduate)
- - HKUST Dean's Lists (7 semesters)
Research Experience
- - Research Internship: NVIDIA AI Technology Center
- - PhD Qualification Defense Passed: October 2025
- - Committee Members: Junxian and May
Education
- - Degree: Ph.D. Candidate
- - School: The Hong Kong University of Science and Technology (HKUST)
- - Advisor: Prof. Yangqiu Song
- - Time: Starting from 2024
- - Major: Computer Science
- - Bachelor's Degrees: Dual Degree Program (Computer Science and General Business Management) with the highest distinction
Background
- - Research Interests: Machine Learning and Natural Language Processing
- - Professional Fields: Logical Inference, AI-Driven Autonomous Scientific Discovery
- - Brief Introduction: Ph.D. candidate in Computer Science at the Hong Kong University of Science and Technology (HKUST), advised by Prof. Yangqiu Song
Miscellany
- - Social Media: Google Scholar, Semantic Scholar, GitHub, Instagram, X (formerly Twitter)
