Members
Lab Director
Yuxuan Liang
Assistant Professor, HKUST(GZ)
Dr. Yuxuan Liang is working on the research, development, and innovation of spatio-temporal data mining and AI, with a broad range of applications in smart cities. Prior to that, he obtained his PhD degree at the School of Computing, National University of Singapore. He published 50+ papers in refereed journals (e.g., TPAMI, AI, TKDE, TNNLS, TMC) and conferences (e.g., KDD, NeurIPS, ICLR, WWW, ECCV, IJCAI, AAAI, and MM). His publications collectively gathered 3,400+ citations on Google Scholar, with h-index of 27 and i10-index of 46. Among them, three papers were selected as the most influential IJCAI/KDD papers according to PaperDigest. He served as a program committee member for many prestigious conferences, such as KDD, ICML, ICLR, NeurIPS, WWW, CVPR, and ICCV. He also had three-year industrial experience in Microsoft, JD.COM, and Sea AI Lab, He was recognized as 1 of the 10 most innovative and impactful Ph.D. students focusing on Data Science in Singapore by the Singapore Data Science Consortium (SDSC) in 2020. For more details, please visit his homepage.
PhD Students
Xixuan Hao
2023-Present: Multimodel Pretraining, Spatio-Temporal Data Mining
Weichuang Li
2023-Present: Generative Models, Implicit Neural Representation
Wei Chen
2023-Present: Data Mining, Causal Discovery, Information Retrieval
Mphil Students
Yuehong Hu
2023-Present: Data Mining, Time series, Recommender system
Xingchen Zou
2023-Present: Data Mining, AI for Geotechnical Engineering
Siru Zhong
Sicong Lai
2023-Present: Data Mining, Urban Computing, Graph learning
Erdong Liu
Yanchen Zhu
2023-Present: Data mining, Reinforcement learning, Heuristic algorithm
Gefeng Luo
2023-Present: Urban Computing, Data Minining
Yuqian Wang
2023-Present: Dispatching Algorithms, Ride-sourcing Service
Xin ZUO
2023-Present: Spatio-Temporal Reinforcement Learning
Jianxiang Zhou
2023-Present: Spatio-Temporal Data Mining, Graph Neural Network
Yutong Feng
2023-Present: Spatio-Temporal Data Mining, Federate Learning
Research Assistant
Jiaxi Hu
Huaiwu Zhang
2023-Present: Bioinformatics, AI for Precision Medicine, Smart City
Yibo YAN
Onsite Interns
Yuanshao Zhu
2023-Present: Spatio-Temporal Data Mining, Trajectory Analysis
Weilin Ruan
2023-Present: Spatio-Temporal Data Mining, Multi-Modal
Disen Lan
2023-Present: Time series, Artificial intelligence, Data Mining
Lilan Peng
2023-Present: Spatio-Temporal Mining,Graph Neural network
Qingren Yao
2023-Present: Time series, Data Mining
Alumni
- Qiongyan Wang (Master student, University of Copenhagen)
- Guibing Zhang (Undergraduate student, Tongji University)
- Haodong Chen (Undergraduate student, Northwestern Polytechnical University)
- Wentao Zeng (Undergraduate student, Northeastern University)
- Kang Luo (Master student, Zhejiang University)
Outside HKUST(GZ)
- Haomin Wen (PhD student, BJTU), co-supervised with Prof. Youfang Lin, 2022-Present.
- Junfeng Hu (PhD student, NUS), co-supervised with Prof. Roger Zimmermann, 2021-Present.
- Kun Wang (PhD student, USTC), co-supervised with Prof. Yang Wang, 2022-Present.
- Xu Liu (PhD student, NUS), co-supervised with Prof. Roger Zimmermann, 2021-Present.
- Yoojin An (Master, Dongguk University), co-supervised with Prof. Jihie Kim, 2021-2022.
- Yutong Xia (PhD student, NUS), co-supervised with Prof. Roger Zimmermann, 2022-Present.
Collaborators
