News
February 2024 I am thrilled to have won the prestigious NSF Career Award! Link
February 2024 The 4th AI for Time Series (AI4TS) workshop is successfully hold in AAAI 2024! Link
February 2024 I will give a tutorial entitled “Continual Learning on Graphs: Challenges, Solutions, and Opportunities” in AAAI 2024! Link
January 2024 Welcome Mr. Xuyang Shen from UCSD to join our DSIS group!
January 2024 One paper to tackle Test-time Graph Distribution Shifts problem is accepted to ICLR 2024 as spotlight! Congratulations to all co-authors! Link
December 2023 My student Anshul Rastogi is selected as the finalist for UConn Holster Scholar!
December 2023 I am invited to serve on a NSF Panel!
December 2023 One paper about spatial-temporal forecasting is accepted to SDM 2024! Congratulations to all co-authors!
December 2023 I will give a talk about “Towards Continual Learning on Graphs” at The University of Arizona! link
November 2023 Our AI for Time Series (AI4TS) workshop is accepted to SDM 2024! Link
November 2023 I am invited to serve as a Senior PC for IJCAI 2024!
October 2023 Our tutorial proposal entitled “Continual Learning on Graphs: Challenges, Solutions, and Opportunities” is accepted to AAAI 2024!
September 2023 The 4th AI for Time Series (AI4TS) workshop will be hold in AAAI 2024! Link
September 2023 Received a Gift Fund from Morgan Stanley!
September 2023 Received a Gift Fund from NEC Labs America!
August 2023 One paper about Ricci Curvature based Continual Graph Learning is accepted to IEEE TNNLS! Congratulations to Xikun!
August 2023 I will give a keynote talk about Towards Continual Graph Learning at Macau University! Link
August 2023 I will give a keynote talk about Towards Continual Graph Learning at the 1st GLROW workshop in IJCAI 2023! Link
August 2023 Our 2nd AI for Time Series (AI4TS) workshop was successfully hold in IJCAI 2023 at Macau. Link
July 2023 I am invited to serve as Senior PC for AAAI 2024!
June 2023 I won the UCONN Scholarship Facilitation Fund (SFF) Award!
June 2023 One paper is accepted to ACM Transactions on Cyber Physical System (TCPS)! Congratulations to all co-authors!
June 2023 Zijie, Yushan, and Qianying won GE Fellowship for Excellence! Congratulations to all!
June 2023 One paper about Federated Learning is accepted to IROS 2023! Congratulations to all co-authors!
May 2023 Yushan won CSE Predoctoral Fellowship for Outstanding Scholarly and Zijie won CSE Predoctoral Fellowship Honorable Mention! Congratulations to Yushan and Zijie!
May 2023 One paper about Federated and Explainable Skill Learning is accepted to KDD 2023! Congratulations to Yushan and all co-authors!
May 2023 Our AI for Time Series (AI4TS) workshop was accepted at ICDM 2023! Please consider contribute to our workshop! Link!
April 2023 I will present our Continual Graph Learning Tutorial at SDM 2023 (Minneapolis, MN) and The Web Conference 2023 ( Austin, Texas)!
April 2023 Our 9th Mining and Learning from Time Series Workshop was accepted at KDD 2023! Please consider contribute to our workshop! Link!
March 2023 Invited to serve on a NSF panel!
March 2023 Our 2nd AI for Time Series (AI4TS) workshop is accepted at IJCAI 2023! Welcome to contribute to our workshop! Link
Feb 2023 One paper is accepted to Annual Conference on Information Sciences and System (CISS) 2023, Congratulations to Yushan!
Jan 2023 Two papers are accepted to ICLR 2023! Congratulations to Chang, Yang, and all collaborators!
Dec 2022 Our tutorial proposal about “Continual Graph Learning” is accepted to WWW 2023! Congratulations to Xikun, Yushan, and Zijie!
Dec 2022 I am invited to serve as an Associate Editor for Neurocomputing journal (IF=5.719)!
Dec 2022 I will serve as a Senior PC for IJCAI 2023!
Nov 2022 I am invited to give a talk about “Continual Graph Learning” at the CS department of University of Central Florida on November 17th, 2022!
Nov 2022 Our tutorial proposal about “Continual Graph Learning” is accepted to SDM 2023! Congratulations to Xikun, Yushan, and Zijie!
Nov 2022 One paper is accepted to Smart Health and another paper gets accepted to Computational and Structural Biotechnology Journal! Congratulations to all collaborators!
Oct 2022 One paper is accepted to IEEE International Conference on Big Data! Congratulations to Wei and all co-authors!
Oct 2022 I am invited to give a talk about “Harnessing Deep Neural Networks for Multivariate Time Series Analysis” at the CS department of University of Georgia on Oct 28th, 2022! Link
Oct 2022 I am honored to received another Gift Fund from NEC Labs America (NECLA) as Sole PI! Thanks for the support, NECLA!
Sep 2022 Two papers are accepted to NeurIPS 2022 (one to the main track and one to the dataset and benchmark track)! Congratulations to Yang, Xikun, and all collaborators!
Sep 2022 One paper about Continual Graph Learning (CGL) is accepted to ICDM 2022! Congratulations to Xikun!
Sep 2022 One paper is accepted to Artificial Intelligence for the Earth Systems Journal! Congratulations to all collaborators!
Aug 2022 I am honored to receive a Gift Fund from Morgan Stanley as Sole PI! Thanks for the support, Morgan Stanley!
July 2022 I will server as Senior PC for AAAI 2023.
June 2022 One paper is accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI)! Congratulations to Xikun!
[1] Hierarchical Prototype Networks for Continual Graph Representation Learning Link
May 2022 Two of our papers have been selected as the most influential papers on KDD and IJCAI by paperdigest.org!
[1] Heterogeneous Graph Neural Network Ranked at 4th @ KDD 2019 Link
[2] A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction Ranked at 4th @ IJCAI 2017 Link
May 2022 My SDP students won the second place in UCONN CSE’s 2022 Senior Design Project competition! Congratulations to all! Link
May 2022 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!
April 2022 I am honored to receive a Research Grant from NSF as Co-PI! Congrats to all collaborators and thanks for the support, NSF! Link
April 2022 I am honored to receive the Scholarship Facilitation Award at UConn! Thanks for the support, OVPR! Link
April 2022 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
March 2022 I am honored to receive a Research Grant from USDA as Co-PI! Congrats to all collaborators and thanks for the support, USDA! Link
March 2022 I will give a talk at Morgan Stanley on March 17th!
March 2022 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
March 2022 I am honored to received a Gift Fund from NEC Labs America (NECLA) as Sole PI! Thanks for the support, NECLA!
February 2022 My student Yushan Jiang is awarded with General Electric (GE) Graduate Fellowship for Next Gen Scholar! Congrats to Yushan!
February 2022 My student Qianying Ren is awarded with General Electric (GE) Graduate Fellowship for Inclusion and Equity! Congrats to Qianying!
February 2022 My data mining course (CSE 5713) gets sponsored by Google Cloud Education Credits! Thanks for the support, Google!
January 2022 One paper is accepted to IEEE Transactions on Network Science and Engineering (TNSE)! Congrats to Yang and all co-authors!
[1] TimeAutoAD: Autonomous Anomaly Detection with Self-supervised Contrastive Loss for Multivariate Time Series Link
January 2022 Our survey paper is accepted to Sensors and Actuators Reports! Congrats to all co-authors!
[1] Multimodal Sensing and Therapeutic Systems for Wound Healing and Management: A Review Link
January 2022 I am honored to receive a Research Grant from USDA-NIFA Agriculture and Food Research Initiative (Award No.: 2022-67023-36399) as Co-PI! Congrats to all collaborators and thanks for the support, USDA! Link
January 2022 Welcome Yushan to join our group!
December 2021 I am honored to receive a Gift Fund from NEC Labs America (NECLA) as Sole PI! Thanks for the support, NECLA!
November 2021 Our workshop proposal Federated Learning for Private Web Search and Data Mining (FL4P) is accepted to WSDM 2022! Please consider contributing submissions to the workshop! Link
September 2021 I am honored to receive a Research Grant from Travelers as Co-PI! Thanks for the support, Travelers!
August 2021 Welcome Qianying and Binghao to join our group!
August 2021 One paper is accepted to ACM CIKM 2021! Congrats to all co-authors!
[1] Interpreting Convolutional Sequence Model by Learning Local Prototypes with Adaptation Regularization
July 2021 I will server as Senior PC for AAAI 2022.
July 2021 One paper is accepted to ACM Multimedia 2021! Congrats to Xinyang and all co-authors!
[1] Convolutional Transformer based Dual Discriminator General Adversarial Networks for Video Anomaly Detection
May 2021 I am honored to win the Research Excellent Program (REP) Award at UConn as PI! Thanks for the support, OVPR! Link
March 2021 One paper is accepted to CVPR 2021! Congrats to all co-authors!
[1] FACESEC: A Fine-grained Robustness Evaluation Framework for Face Recognition Systems
February 2021 One paper is accepted to ACM Transactions on Information Systems! Congrats to all co-authors!
[1] Inductive Contextual Relation Learning for Personalization
December 2020 One paper is accepted to SDM 2021! Congrats to all co-authors!
[1] Deep Multi-Instance Contrastive Learning with Dual Attention for Anomaly Precursor Detection
December 2020 Two papers are accepted to AAAI 2021! Congrats to all co-authors!
[1] Deep Dynamic Gaussian Mixture Generative Model for Robust Forecasting on Sparse Multivariate Time Series
[2] Multi-task Modular Recurrent Networks
November 2020 I will serve as Senior PC for IJCAI 2021.
October 2020 Multiple fully-funded Ph.D. positions are available for Fall 2021!
August 2020 I will server as Senior PC for AAAI 2021.
August 2020 I join UConn CSE as an Assistant Professor!