I am currently a second-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 lie in Large Language Models and Knowledge Graphs, especially in exploring Knowledge-enhanced Reasoning for various tasks. Specifically, I have been working on LLM+Knowledge-based QA/VQA, and cost-efficient usage with LLMs.

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

📰News

📜[2024.01] Our paper MAIL was released which comprehensively integrates the implicit knowledge in LLMs for Knowledge-based VQA.
📜[2024.01] Our paper KnowGPT was released which injects the factual knowledge into black-box LLMs.
🔎[2023.10] I will serve as the PC member of TheWebConf(WWW)’24.
🔎[2023.09] Invited to serve as the reviewer of TKDD and PC member of IWLKG@ICDM’23.
📜[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(WWW)’23.
📜[2022.08] Our paper KAEL was accepted by WSDM’23.
📬[2022.05] One paper was accepted by CIKM’22.

✍Services

PC Member
TheWebConf(WWW)’24, IWLKG@ICDM’23
Volunteer
IWLKG@ICDM’23, IWLKG@WSDM’23

🧑‍🏫Teaching

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