Highlights
Photo Gallery
Research Areas
Machine Learning and Data Analysis
-
Feature extraction and analysis
-
Heterogeneous data fusion and analysis
-
Learning-based decision-making
-
Domain adaptation
Awards and Recognitions
-
IEEE Computational Intelligence Society (CIS) Conference RegistrationGrant, May 2020.
-
URI Graduate Student Research & Scholarship Excellence Award in the Life Sciences, Physical Sciences, and Engineering, University of Rhode Island, May 2019. (Sole awardee of the year) [Link]
-
URI Intellectual Property Award, University of Rhode Island, May 2019. [Link]
-
Outstanding Graduate Researcher Award, Department of Electrical, Computer and Biomedical Engineering, University of Rhode Island, February 2019.
-
Outstanding Poster Award (Second Place), Department of Electrical, Computer and Biomedical Engineering, University of Rhode Island, February 2019.
-
Best Paper Award (First Author), 2018 IEEE Power & Energy Society General Meeting (PESGM), Portland, USA.
-
Best Paper Award (First Author), 2015 IEEE 11th International Conference on Power Electronics and Drive Systems (PEDS), Sydney, Australia.
News
-
2021-05: Paper "Incomplete Multi-view Clustering with Joint Partition and Graph Learning" has been accepted by IEEE Transactions on Knowledge and Data Engineering.
-
2021-02: Paper "Adversarial Attack for Deep Reinforcement Learning Based Demand Response" has been accepted by IEEE Power & Energy Society General Meeting (PESGM).
-
2021-01: Zhiqiang worked as Applied Scientist at Zillow Rich Media Experience (RMX) team.
-
2020-12: Zhiqiang got his Ph.D. degree from the University of Rhode Island.
-
2020-05: Zhiqiang won the IEEE Computational Intelligence Society (CIS) Conference Registration Grant.
-
2020-04: Paper ''Coordinated Topology Attacks in SmartGrid Using Deep Reinforcement Learning,'' has been accepted by IEEE Transactions on Industrial Informatics.
-
2020-03: Paper ''Dual Alignment for Partial Domain Adaptation'' has been accepted by IEEE Transactions on Cybernetics.
-
2020-03: Paper ''One-Shot Unsupervised Domain Adaptation for Object Detection'' has been accepted by 2020 International Joint Conference on Neural Networks(IJCNN).
-
2020-02: Paper ''Real-Time Residential Demand Response'' has been accepted by IEEE Transactions on Smart Grid.
-
2019-12: Paper ''Ultrafast Active Response Strategy against Malfunction Attack on Fault Current Limiter'' has been accepted by IEEE Transactions on Smart Grid.
-
2019-11: Paper "Constrained EV Charging Scheduling Based on Safe Deep Reinforcement Learning" has been accepted by IEEE Transactions on Smart Grid.
-
2019-11: Paper "Cyber-Attack Recovery Strategy for Smart Grid Based on Deep Reinforcement Learning" has been accepted by IEEE Transactions on Smart Grid.
-
2019-11: Paper "A Deep Reinforcement Learning Based Approach for Home Energy Management System" has been accepted by 2020 IEEE Innovative Smart Grid Technologies (ISGT).
-
2019-10: Paper "A Novel Scheduling Strategy for Controllable Loads with Power-Efficiency Characteristics" has been accepted by IEEE Transactions on Smart Grid.
-
2019-08: Paper "Model-Free Real-Time EV Charging Scheduling Based on Deep Reinforcement Learning" has been published in IEEE Transactions on Smart Grid.
-
2019-08: Zhiqiang delivered an oral presentation at the Facebook Reality Lab (FRL), Redmond, USA.
-
2019-05: Media coverages by URI: "Doctoral Student Wins Excellence Award for Research" and "URI Research, Scholarship and Intellectual Property Awards"