I am currently a final-year Ph.D. student (since May 2022) in DEEP Lab at The Hong Kong Polytechnic University, Department of Computing, supervised by Dr. Xiao Huang and Prof. Qing Li. I was nominated by both the Department of Computing and the Faculty of Computer and Mathematical Science of Hong Kong Polytechnic University as the ‘Best Research Postgraduate Student’ of 2024.

My research interests focus on Large Language Models and Knowledge Graphs, especially in exploring Knowledge-enhanced LLMs and Graph RAG for various tasks.

hanson[dot]{last_name}[at]connect[dot]polyu[dot]hk

📰News

🚩[2025.02] I am nominated by the Faculty of Computer and Mathematical Science as the ‘Best Research Postgraduate Student’ of 2024.
🚩[2025.02] I am nominated by the Department of Computing as the ‘Best Research Postgraduate Student’ of 2024.
🚩[2025.01] I am recognized by the 🌟’Ant Star’ Talent Project by Ant Group.
📜[2024.09] Our paper CLR-Bench was released to evaluate the reasoning ability of LLMs in college-level reasoning tasks under two new metrics over a carefully constructed dataset.
📬[2024.09] Three papers were accepted by NeurIPS’24! 🎇
📜[2024.09] Our paper COKE was accepted by NeurIPS’24!
📜[2024.09] Our paper KnowGPT was accepted by NeurIPS’24!
📬[2024.09] One paper was accepted by EMNLP’24 (findings).
🔎[2024.08] I will serve as the PC member of ICLR’25 and TheWebConf(WWW)’25.
🔎[2024.05] I will serve as the reviewer of NeurIPS’24.
📬[2024.05] One paper was accepted by KDD’24.
📜[2024.05] Our paper MAIL was accepted by ACL’24 (main).
🔎[2023.10] I will serve as the PC member of TheWebConf(WWW)’24.
📜[2023.09] Our paper GSA was accepted by ICWL’23.
📬[2023.08] One paper was accepted by TKDE’23.
📬[2023.04] One paper was accepted by SIGIR’23.
🚩[2023.04] I passed the confirmation as a Ph.D. Candidate. Thanks to the distinguished panel members: Prof. Qing Li, Prof. Song Guo and Dr. Bo Li.
📜[2023.01] Our paper HamQA was accepted by TheWebConf’23.
📜[2022.08] Our paper KAEL was accepted by WSDM’23.
📬[2022.05] One paper was accepted by CIKM’22.

✍Services

PC Member
NeurIPS(2024-2025), ICML 2025, ICLR 2025, ACL 2025, TheWebConf(WWW) (2024-2025)

🏆Awards

2025 Best Research Postgraduate Student nominated by the Department of Computing in PolyU
2024 NeurIPS Scholar Award
2023 Hong Kong Polytechnic University Additional Top Conference Grant

🧑‍🏫Teaching

Teaching Assistant COMP5113: AI and Big Data Computing Programming
Teaching Assistant COMP4423: Computer Vision