Shiyao Zhang
 |
Dr. Shiyao ZhangResearch Assistant Professor |
I am a Research Assistant Professor in the Research Institute for Trustworthy Autonomous Systems and Department of Computer Science and Engineering at the Southern University of Science and Technology. Previously, I was a Postdoctoral research fellow at the Southern University of Science and Technology, working with Dr. James J. Q. Yu. I received my Ph.D. degree in Electrical and Electronic Engineering from the University of Hong Kong, where Prof. Lawrence K. Yeung was my primary supervisor and Dr. Ka-Cheong Leung was my co-supervisor. I received my M.S. degree in Electrical Engineering from University of Southern California, Los Angeles, CA, USA. I received my B.S. degree in Electrical and Computer Engineering from the Purdue University, West Lafayette, IN, USA (Graduate with Distinction).
Research Interest
Smart City
Smart Energy Systems
Intelligent Transportation Systems
Optimization Theory
Deep Learning
News & Updates:
[April 2024] Our work entitled "ST-AGNet: Dynamic Power System State Prediction with Spatial-Temporal Attention Graph-Based Network," has been accepted for publication in the Applied Energy!
[December 2023] Our work entitled "A Generalized Feature Projection Scheme for Multi-Step Traffic Forecasting," has been accepted for publication in the Expert Systems with Applications!
[September 2023] Our work entitled "DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model," has been accepted for publication in the Thirty-seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023)!
[August 2023] Our work entitled "Urban Internet of Electric Vehicle Parking System for Vehicle-to-Grid Scheduling: Formulation and Distributed Algorithm," has been accepted for publication in IEEE Transactions on Vehicular Technology!
[July 2023] Our work entitled "SAM: Query-Efficient Adversarial Attacks Against Graph Neural Networks," has been accepted for publication in ACM Transactions on Privacy and Security!
[May 2023] Our work entitled "Online Joint Ride-Sharing and Dynamic Vehicle-to-Grid Coordination for Connected Electric Vehicle System," has been accepted for publication in IEEE Transactions on Transportation Electrification!
[April 2023] Our work entitled "Traffic Prediction with Transfer Learning: A Mutual Information-based Approach," has been accepted for publication in IEEE Transactions on Intelligent Transportation Systems!
[February 2023] Our work entitled "Non-Cooperative and Cooperative Urban Intelligent Systems: Joint Logistic and Charging Incentive Mechanisms," has been accepted for publication in IEEE Internet of Things Journal!
[January 2023] Our work entitled "Rate Splitting Multiple Access-based Satellite-Vehicular Communication System: A Non-cooperative Game Theoretical Approach," has been accepted for publication in IEEE Open Journal of Communications Society!
[December 2022] Our work entitled "Traffic Prediction with Missing Data: A Multi-task Learning Approach," has been accepted for publication in IEEE Transactions on Intelligent Transportation Systems!
[December 2022] Our work entitled "Efficient Rate-Splitting Multiple Access for the Internet of Vehicles: Federated Edge Learning and Latency Minimization," has been accepted for publication in IEEE Journal on Selected Areas in Communications!
[October 2022] Our work entitled "Attention-Driven Recurrent Imputation for Traffic Speed," has been accepted for publication in IEEE Open Journal of Intelligent Transportation Systems!
[August 2022] The special issue on “Intelligent Transportation System in the New Normal Era” in Sustainability is announced. I am invited as one of the Guest Editors. Paper Submission Deadline: July 31, 2023. Looking forward to receiving your submission to this SI!
[August 2022] I joined Southern University of Science and Technology as a Research Assistant Professor on August 01, 2022!