Shiyao Zhang

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Dr. Shiyao Zhang

Research Assistant Professor
Research Institute for Trustworthy Autonomous Systems
Department of Computer Science and Engineering
Southern University of Science and Technology

Email:      zhangsy@sustech.edu.cn
Address:  Rm. 241A, South Building, College of Engineering
Southern University of Science and Technology, Shenzhen, China

Google Scholar | ResearchGate

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:

  • [June 2024] Our work entitled "Uncertainty-Aware Lidar-based Autonomous Cooperative Platooning," has been accepted for IROS 2024!

  • [June 2024] Our work entitled "Non-Cooperative Coupled Microgrid-Transportation Coordination System: A Deep Deterministic Policy Gradient-Based Approach," has been accepted for publication in International Journal of Electrical Power and Energy Systems!

  • [June 2024] Our work entitled "GT-TTE: Modeling Trajectories as Graphs for Travel Time Estimation," has been accepted for publication in IEEE Internet of Things Journal!

  • [April 2024] Our work entitled "Transformer-based Channel Prediction for Rate-Splitting Multiple Access-enabled Vehicle-to-Everything Communication," has been accepted for publication in the IEEE Transactions on Wireless Communications!

  • [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!