UPDATES (MORE)

[Dec. 2022] Congratulations to Ao Wang for his new journal paper "Traffic Prediction with Missing Data: A Multi-task Learning Approach" being accepted by IEEE Transactions on Intelligent Transportation Systems.

[Nov. 2022] Congratulations to Weizhu Qian for his new conference paper "Uncertainty Quantification for Traffic Forecasting: A Unified Approach" being accepted by IEEE International Conference on Data Engineering 2023.

[Oct. 2022] Congratulations to Chenhan Zhang for his new journal paper "Towards Large-Scale Graph-Based Traffic Forecasting: A Data-Driven Network Partitioning Approach" being accepted by IEEE Internet of Things Journal.

[Oct. 2022] Congratulations to Shuyu Zhang for his new journal paper "Attention-Driven Recurrent Imputation for Traffic Speed" being accepted by IEEE Open Journal of Intelligent Transportation Systems.

[Sept. 2022] Congratulations to Xiaozhuang Song for his new conference paper "Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations" being accepted by Annual Conference on Neural Information Processing Systems (NeuIPS) 2022.

[Sept. 2022] Congratulations to Yongchao Ye for his new journal paper "CatETA: A Categorical Approximate Approach for Estimating Time of Arrival" being accepted by IEEE Transactions on Intelligent Transportation Systems.

[Aug. 2022] Congratulations to Yuanshao Zhu and Yongchao Ye for their co-first authored journal paper "Cross-area Travel Time Uncertainty Estimation from Trajectory Data: A Federated Learning Approach" being accepted by IEEE Transactions on Intelligent Transportation Systems.

[May 2022] Congratulations to Shiyao Zhang for his new journal paper "Collision Avoidance Predictive Motion Planning Based on Integrated Perception and V2V Communication" being accepted by IEEE Transactions on Intelligent Transportation Systems.

[Mar. 2022] Congratulations to Shiyao Zhang for his new journal paper "Autonomous Vehicle Intelligent System: Joint Ride-Sharing and Parcel Delivery Strategy" being accepted by IEEE Transactions on Intelligent Transportation Systems.

[Dec. 2021] New journal paper "Graph Construction for Traffic Prediction: A Data-driven Approach" is accepted for publication in IEEE Transactions on Intelligent Transportation Systems.

[Nov. 2021] Congratulations to Chenhan Zhang for his first authored new journal papers "A Communication-Efficient Federated Learning Scheme for IoT-Based Traffic Forecasting" and "Towards Crowdsourced Transportation Mode Identification: A Semi-supervised Federated Learning Approach" being accepted by IEEE Internet of Things Journal.

[Nov. 2021] Congratulations to Yi Liu and Yuanshao Zhu for their co-first authored new journal paper "Resource-constrained Federated Edge Learning with Heterogeneous Data: Formulation and Analysis" being accepted by IEEE Transactions on Network Science and Engineering.

[Oct. 2021] New journal paper "Citywide Estimation of Travel Time Distributions with Bayesian Deep Graph Learning" is accepted for publication in IEEE Transactions on Knowledge and Data Engineering.

[Sept. 2021] Congratulations to Jiashi Gao and Yuanshao Zhu for their papers being accepted by IEEE International Conference on Tools with Artificial Intelligence 2021.

[Aug. 2021] Congratulations to Shiyao Zhang for his new journal paper "Electric Vehicle Dynamic Wireless Charging System: Optimal Placement and Vehicle-to-Grid Scheduling" being accepted by IEEE Internet of Things Journal.

[Jun. 2021] Congratulations to Yuanshao Zhu for his new journal paper "Semi-supervised Federated Learning for Travel Mode Identification from GPS Trajectories" being accepted by IEEE Transactions on Intelligent Transportation Systems.

[Jun. 2021] Congratulations to Xiaozhuang Song, Yongchao Ye, Yixuan Yang, and Yunjie Huang for their papers being accepted by IEEE International Conference on Intelligent Transportation 2021 and International Conference on Artificial Neural Networks 2021.

[May 2021] I have been ranked world's top 2% scientists compiled by Stanford University.

[Apr. 2021] Congratulations to Shiyao Zhang for his new journal paper "Bayesian Deep Learning for Dynamic Power System State Prediction Towards Renewable Energy Uncertainty" being accepted by Journal of Modern Power Systems and Clean Energy.

[Apr. 2021] Congratulations to Ying Wu and Yuanshao Zhu for their papers being accepted by The International Joint Conference on Neural Networks 2021.

[Apr. 2021] New journal paper "Long-Term Urban Traffic Speed Prediction With Deep Learning on Graphs" is accepted for publication in IEEE Transactions on Intelligent Transportation Systems.

[Mar. 2021] Congratulations to Chenhan Zhang for his new journal paper "Complicating the Social Networks for Better Storytelling: An Empirical Study of Chinese Historical Text and Novel" being accepted by IEEE Transactions on Computational Social Systems.

[Feb. 2021] Congratulations to Xiexin Zou for her new journal paper "Long-term Origin-Destination Demand Prediction with Graph Deep Learning" being accepted by IEEE Transactions on Big Data.

[Jan. 2021] Congratulations to Chenhan Zhang for his new journal paper "FASTGNN: A Topological Information Protected Federated Learning Approach For Traffic Speed Forecasting" being accepted by IEEE Transactions on Industrial Informatics.

[Dec. 2020] Congratulations to Christos Markos for his new conference paper "Capturing Uncertainty in Unsupervised GPS Trajectory Segmentation Using Bayesian Deep Learning" being accepted by The Thirty-Fifth AAAI Conference on Artificial Intelligence.

[Nov. 2020] New journal paper "Citywide Traffic Speed Prediction: A Geometric Deep Learning Approach" is accepted for publication in Knowledge-Based Systems.

[Oct. 2020] New journal paper "Sybil Attack Identification for Crowdsourced Navigation: A Self-supervised Deep Learning Approach" is accepted for publication in IEEE Transactions on Intelligent Transportation Systems.

[Oct. 2020] I am elevated to the Senior Member level of IEEE.

[Sept. 2020] Congratulations to Yuanshao Zhu for his paper being accepted by The 26th IEEE International Conference on Parallel and Distributed Systems.

[Aug. 2020] Congratulations to Chenhan Zhang and Shuyu Zhang for their paper being accepted by The 2020 IEEE Global Communications Conference.

[May 2020] Congratulations to Christos Markos, Song Xiaozhuang, Liu Yi, and Wang Ziwei for their papers being accepted by The 23rd IEEE International Conference on Intelligent Transportation Systems.

[Apr. 2020] Congratulations to Yi Liu for his new journal paper "Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach" being accepted for publication in IEEE Internet of Things Journal.

[Apr. 2020] I am appointed as an academic leader of Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Dept. CSE, SUSTech.

[Apr. 2020] Congratulations to Yangwen (HKU) for her new journal paper "A Novel Interpolation-SVT Approach for Recovering Missing Low-Rank Air Quality Data" being accepted for publication in IEEE Access.

[Jan. 2020] New journal paper "Semi-supervised Deep Ensemble Learning for Travel Mode Identification" is accepted for publication in Transportation Research Part C: Emerging Technologies.

[Jan. 2020] New journal paper "Travel Mode Identification with GPS Trajectories using Wavelet Transform and Deep Learning" is accepted for publication in IEEE Transactions on Intelligent Transportation Systems.

[Nov. 2019] Congratulations to Chenhan for his new journal paper "Spatial-Temporal Graph Attention Networks: A Deep Learning Approach for Traffic Forecasting" being accepted for publication in IEEE Access.

[Nov. 2019] Our Guangdong Province science funding application entitled "Research on traffic speed estimation and prediction in city-wide transportation networks driven by graph deep learning" is approved.

[Jul. 2019] I will attend the 2019 IEEE Intelligent Transportation Systems Conference at Auckland, New Zealand.

[Jun. 2019] We are calling for paper for Special Issue on Smart Transport for Smart Cities to appear in IET Smart Cities journal.

[Apr. 2019] New journal paper "Real-Time Traffic Speed Estimation with Graph Convolutional Generative Autoencoder" is accepted for publication in IEEE Transactions on Intelligent Transportation Systems.

[Apr. 2019] New journal paper "Online Vehicle Routing with Neural Combinatorial Optimization and Deep Reinforcement Learning" is accepted for publication in IEEE Transactions on Intelligent Transportation Systems.

[Feb. 2019] I am appointed as an associate editor of IET Smart Cities journal. The journal is now calling for paper.

[Feb. 2019] New journal paper "Synchrophasor Recovery and Prediction: A Graph-based Deep Learning Approach" is accepted for publication in IEEE Internet of Things Journal.

[Feb. 2019] IET RPG 2019 Invited Session on "Renewable Energy in Smart Cities Empowered by AI Technologies" is now calling for paper. 中文征稿启事.

[Dec. 2018] I will join Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China as an assistant professor in 2019.

[Sept. 2018] New journal paper "Delay Aware Transient Stability Assessment with Synchrophasor Recovery and Prediction Framework" is accepted for publication in Neurocomputing.

[Aug. 2018] New journal paper "Core-Selecting Auctions for Autonomous Vehicle Public Transportation System" is accepted for publication in IEEE Systems Journal.

[Jun. 2018] New journal paper "Two-Stage Request Scheduling for Autonomous Vehicle Logistic System" is accepted for publication in IEEE Transactions on Intelligent Transportation Systems.

[May 2018] New journal paper "Delay Aware Power System Synchrophasor Recovery and Prediction Framework" is accepted for publication in IEEE Transactions on Smart Grid.

[Apr. 2018] New journal paper "Online False Data Injection Attack Detection with Wavelet Transform and Deep Neural Networks" is accepted for publication in IEEE Transactions on Industrial Informatics.

[Nov. 2017] New journal paper "Intelligent Fault Detection Scheme for Microgrids with Wavelet-based Deep Neural Networks" is accepted for publication in IEEE Transactions on Smart Grid.

[Oct. 2017] New journal paper "Autonomous Vehicle Logistic System: Joint Routing and Charging Strategy" is accepted for publication in IEEE Transactions on Intelligent Transportation Systems.

[Oct. 2017] I will attend the 2017 IEEE International Conference on Smart Grid Communications at Dresden, Germany.

[Sept. 2017] New journal paper "A Unified Framework for Wide Area Measurement System Planning" is accepted for publication in International Journal of Electrical Power and Energy Systems.

[Sept. 2017] Our NSFC funding application entitled "Fundamental Research on Construction and Operation Strategies of Converged Network for Smart Grids and Electric Vehicles" is approved.

Assistant professor
Department of Computer Science and Engineering
Southern University of Science and Technology
Rm. 519, South Building, College of Engineering, SUSTech, Shenzhen, China
Office Hour: Mon. 12:00-14:00

Honorary assistant professor
Department of Electrical and Electronic Engineering
The University of Hong Kong

Email Curriculum Vitae

RESEARCH INTERESTS

Smart cities and urban computing
Deep learning
Intelligent transportation systems
Smart energy systems

TEACHING

[F'22,S'21,S'20,S'19] Digital Logic
Course Instructor and Designer
Department of Computer Science and Engineering, Southern University of Science and Technology

[M'22,M'21] Digital Logic (H)
Course Instructor and Designer
Department of Computer Science and Engineering, Southern University of Science and Technology

[S'23,F'21,F'20,F'19] Introduction to Computer Programming
Course Instructor
Department of Computer Science and Engineering, Southern University of Science and Technology

[F'21,F'20] Introduction to Computer Programming (H)
Course Instructor and Designer
Department of Computer Science and Engineering, Southern University of Science and Technology

[F'16,F'17] Embedded System
Guest Lecturer
Department of Electrical and Electronic Engineering, The University of Hong Kong

[F'14] Engineering Management and Society
Guest Lecturer
Department of Electrical and Electronic Engineering, The University of Hong Kong

[S'14] Sustainability and Climate Change
Teaching Assistant
Department of Electrical and Electronic Engineering, The University of Hong Kong

[S'12] Communications Engineering
Teaching Assistant
Department of Electrical and Electronic Engineering, The University of Hong Kong