Haoyu Huang

I am a Ph.D. student of HKUST at KnowComp, supervised by Yangqiu Song.

Before that, I got my master degree from CUHK, supervised by Prof. James Cheng. I also got my B.E. degree from BJTU, supervised by Prof. Huaiyu Wan. I also worked as a Research Assistant in the Center of Machine Learning Research of PKU, supervised by Prof. Wentao Zhang.

My research interests include: Data Mining, Large Language Models, Knowledge Graph and Recommendation System.

* indicates equal contributions.

AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora
Jiaxin Bai*, Wei Fan*, Qi Hu*, Qing Zong, Chunyang Li, Hong Ting Tsang, Hongyu Luo, Yauwai Yim, Haoyu Huang, Xiao Zhou, .., Renhai Chen, Yangqiu Song#
In Submission
[paper] [code]
HiRAG: Retrieval-Augmented Generation with Hierarchical Knowledge
Haoyu Huang*, Yongfeng Huang*, Junjie Yang, Zhenyu Pan, Yongqiang Chen, Kaili Ma, Hongzhi Chen, James Cheng#
In Submission
[paper] [code]
Can LLMs be Good Graph Judge for Knowledge Graph Construction?
Haoyu Huang, Chong Chen, Zeang Sheng, Yang Li, Wentao Zhang#
In Submission
[paper] [code]
Next-POI Recommendation via Spatial-Temporal Knowledge Graph Contrastive Learning and Trajectory Prompt
Wei Chen*, Haoyu Huang*, Tianyi Wang, Zhiyu Zhang, Shengnan Guo, Youfang Lin, Huaiyu Wan#
In Transactions on Knowledge and Data Engineering (TKDE), 2025
[paper] [code]
Building and Exploiting Spatial-Temporal Knowledge Graph for Next POI Recommendation
Wei Chen, Huaiyu Wan#, Shengnan Guo, Haoyu Huang, Shaojie Zheng, Jiamu Li, Shuohao Lin, Youfang Lin
In Knowledge-Based Systems (KBS), 2022
[paper] [code]