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
Jiaxi Hu
Qiongyan Wang
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
Weilin Ruan
2023-Present: Spatio-Temporal Data Mining, Multi-Modal
Ziyu Zhou
2024-Present: Time series, Machine Learning
Research Assistant
Jie Zhao
2024-Present: Spatio-Temporal Data Mining, Intelligent Transportation
Onsite Interns
Yuanshao Zhu
2023-Present: Spatio-Temporal Data Mining, Trajectory Analysis
Qingren Yao
2024-Present: Time series, Data Mining
Bowen Zhang
2024-Present: Time series, Spatio-Temporal Data Mining
Alumni
- Disen Lan (Undergraduate student, South China University of Technology)
- Huaiwu Zhang (Master student, University of Chinese Academy of Sciences)
- Yibo Yan (Master student, National University of Singapore)
- Lilan Peng (Ph.D. student, Southwest Jiaotong University)
- 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
