I am an assistant professor in the Department of Computer Science and Engineering, University of Connecticut (UConn). Before that, I was a research staff member at NEC Labs America in Princeton, NJ, since July 2016. In June 2016, I received my Ph.D. degree in the Department of Electrical and Computer Engineering from University of California San Diego (UCSD) with the guidance of Prof. David A. Meyer. My thesis committee includes Prof. Lawrence Saul, Prof. Nuno Vasconcelos, Prof. Gert Lanckriet, and Prof. Julian McAuley. I also work closely with Prof. Dacheng Tao from the University of Sydney.
I have broad research interests in machine learning, data mining, deep learning, federated learning, and related applications for time series representation, similarity search, prediction/forecasting, and anomaly detection (with data from IoT devices, healthcare, smart city, environmental science, etc.). I am also interested in graph representation learning with applications to link prediction, node classification, recommendation, dynamic systems, etc.
Call for Participation:
AI4TS: AI for Time Series Analysis: Theory, Algorithms, and Applications @ IJCAI 2022 Link
8th International Workshop on Mining and Learning from Time Series – Deep Forecasting: Models, Interpretability, and Applications @ KDD 2022 Link
||One paper is accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)! Congratulations to Xikun!|
| Hierarchical Prototype Networks for Continual Graph Representation Learning Link|
||Two of our papers have been selected as the most influential papers on KDD and IJCAI by paperdigest.org!  HetGNN@KDD 2019  DA-RNN@IJCAI 2017|
||My SDP students won the second place in UCONN CSE’s 2022 Senior Design Project competition! Congratulations to all! Link|
||Hangyue was admitted to the Ph.D. program in the CS department of Washington University in St. Louis and Jason was admitted to the CS undergraduate program at the University of Michigan - Ann Arbor! Congratulations!|
||I am honored to receive a Research Grant from NSF as Co-PI! Congrats to all collaborators and thanks for the support, NSF! Link|
||I am honored to receive the Scholarship Facilitation Award at UConn! Thanks for the support, OVPR! Link|
||Our workshop proposal 8th International Workshop on Mining and Learning from Time Series – Deep Forecasting: Models, Interpretability, and Applications is accepted to KDD 2022! Please consider contributing submissions to the workshop! Link|
||I am honored to receive a Research Grant from USDA as Co-PI! Congrats to all collaborators and thanks for the support, USDA! Link|
||I will give a talk at Morgan Stanley on March 17th!|
||Our workshop proposal AI4TS: AI for Time Series Analysis: Theory, Algorithms, and Applications is accepted to IJCAI 2022! Please consider contributing submissions to the workshop! Link|
||I am honored to received a Gift Fund from NEC Labs America (NECLA) as Sole PI! Thanks for the support, NECLA!|
Ph.D. in ECE, 2016
University of California, San Diego (UCSD)
The Hong Kong Polytechnic University
University of Science and Technology of China (USTC)
* denotes the student/intern I supervised/mentored.
Discover full publication list.