Scholar
Jiatong Li
Google Scholar ID: ml9hh18AAAAJ
PhD candidate, Hong Kong Polytechnic University
Citations & Impact
Citations
1,222
H-index
12
i10-index
12
Publications
19
Co-authors
3
list available
Publications
Resume (English only)
Academic Achievements
- Published works include but are not limited to:
- - Chem-R: Learning to Reason as a Chemist
- - Search Engine Augmented Chinese Named Entity Recognition for Big Data Content Security
- - Mol-R1: Towards Explicit Long-CoT Reasoning in Molecule Discovery
- - LLM Reasoning on Medicine: Challenges, Opportunities, and Future (Workshop at INLG 2025)
- - Large Language Models are In-Context Molecule Learners (TKDE)
- - TOMG-Bench: Evaluating LLMs on Text-based Open Molecule Generation
- - MolReFlect: Towards In-Context Fine-grained Alignments between Molecules and Texts
- - Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective (TKDE)
- - Recommender Systems in the Era of Large Language Models (LLMs) (TKDE)
Research Experience
- Served as Program Committee for AAAI 2024 and 2025, and is a reviewer for several top-tier conferences and journals including ICML, Neurips, and ICLR.
Education
- - Ph.D. Candidate, Department of Computing, The Hong Kong Polytechnic University (2021-present), advisor information not provided
- - Master of Information Technology, University of Melbourne, supervised by Dr. Lea Frermann
- - Bachelor of Information Security, Shanghai Jiao Tong University
Background
- Research Interests: Natural Language Processing, Drug Discovery, Large Language Models. Background: Currently a Ph.D. candidate in the Department of Computing at The Hong Kong Polytechnic University, funded by HKPFS. Before joining PolyU, obtained a Master's degree in Information Technology from the University of Melbourne (supervised by Dr. Lea Frermann) and a Bachelor's degree in Information Security from Shanghai Jiao Tong University. Passionate about scientific research and has published several papers in top-tier conferences and journals such as CVPR, ACL, IJCAI, and IEEE TKDE.
Miscellany
- Personal interests and hobbies not provided
