I am currently a third-year Ph.D. student (since May 2022) in DEEP Lab at The Hong Kong Polytechnic University, Department of Computing, supervised by Dr. Xiao Huang.
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

📜[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. (First Author)
📬[2024.09] Three papers were accepted by NeurIPS’24! 🎇🎇🎇
📜[2024.09] Our paper COKE was accepted by NeurIPS’24! (First Author)
📜[2024.09] Our paper KnowGPT was accepted by NeurIPS’24! (Co-First Author)
📬[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). (First Author)
🔎[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. (First Author)
📜[2022.08] Our paper KAEL was accepted by WSDM’23. (First Author)
📬[2022.05] One paper was accepted by CIKM’22.

✍Services

PC Member
ICLR’25, TheWebConf(WWW)’25, NeurIPS’24, TheWebConf(WWW)’24, IWLKG@ICDM’23

🏆Awards

2024 NeurIPS Scholar Award
2024 Hong Kong Polytechnic University Top Conference Grant - $20000HKD
2023 Hong Kong Polytechnic University Additional Top Conference Grant - $20000HKD

🧑‍🏫Teaching

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