助理教授 计算机科学与工程系   课题组网站

James Jian Qiao Yu received the B.Eng. and Ph.D. degree in electrical and electronic engineering from the University of Hong Kong, Pokfulam, Hong Kong, in 2011 and 2015, respectively. He was a post-doctoral fellow at the University of Hong Kong from 2015 to 2018. He is currently an assistant professor at Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China, and an honorary assistant professor at Department of Electrical and Electronic Engineering, the University of Hong Kong. He is also the chief research consultant of GWGrid Inc. (Zhuhai) and Fano Labs (Hong Kong). His research interests include smart city and urban computing, deep learning, intelligent transportation systems, and smart energy systems. He is an Editor of the IET Smart Cities journal.

个人简介

PROFESSIONAL

[Jan. 2019 - Present] Assistant Professor
Department of Computer Science and Engineering, Southern University of Science and Technology, China

[Mar. 2017 - Present] Honorary Assistant Professor
Department of Electrical and Electronic Engineering, The University of Hong Kong

[Sept. 2015 - Dec. 2018] Post-doctoral Fellow
Department of Electrical and Electronic Engineering, The University of Hong Kong
Advisor: Prof. David John Hill

[Jun. 2013 - Jul. 2013] Visiting Scholar
Departamento de Computación, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, Mexico
Host: Prof. Carlos Artemio Coello Coello, Prof. Wen Yu

[Nov. 2009 - Aug. 2010] Research Assistant
Department of Electrical and Electronic Engineering, The University of Hong Kong
Host: Prof. Victor On Kwok Li

JOURNAL EDITORSHIP

[2020] IET Smart Cities Special Issue on Smart Transport for Smart Cities
Leading Editor

[2019-] IET Smart Cities
Associate Editor

EDUCATION

[Aug. 2015] Doctor of Philosophy
Department of Electrical and Electronic Engineering, The University of Hong Kong
Thesis: A Social Spider Inspired Metaheuristic for Global Numerical Optimization and its Applications
Advisor: Prof. Victor On Kwok Li

[Aug. 2011] Bachelor of Engineering (Hons.)
Department of Electrical and Electronic Engineering, The University of Hong Kong

TEACHING

[F'19Introduction to Computer Programming A
Course Instructor
Department of Computer Science and Engineering, Southern University of Science and Technology

[S'19Digital Logic
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

研究领域

Smart cities and urban computing

Deep learning

Intelligent transportation systems

Smart energy systems


学术成果 查看更多

Spatial-Temporal Graph Attention Networks: A Deep Learning Approach for Traffic Forecasting

Chenhan Zhang, James J.Q. Yu*, and Yi Liu

IEEE Access, in press

Synchrophasor Recovery and Prediction: A Graph-based Deep Learning Approach

James J.Q. Yu, David J. Hill, Victor O.K. Li, and Yunhe Hou

IEEE Internet of Things Journal, Volumn 6, Issue 5, Oct. 2019, Pages 7348-7359

Real-Time Traffic Speed Estimation with Graph Convolutional Generative Autoencoder

James J.Q. Yu and Jiatao Gu

IEEE Transactions on Intelligent Transportation Systems, Volumn 20, Issue 10, Oct. 2019, Pages 3940-3951

Online Vehicle Routing with Neural Combinatorial Optimization and Deep Reinforcement Learning

James J.Q. Yu, Wen Yu, and Jiatao Gu

IEEE Transactions on Intelligent Transportation Systems, Volumn 20, Issue 10, Oct. 2019, Pages 3806-3817

Multi-objective design optimization of combined cooling, heating and power system for cruise ship application

Yamin Yan, Haoran Zhang, Yin Long, Yufei Wang, Yongtu Liang, Xuan Song, and James J.Q. Yu

Journal of Cleaner Production, Volume 233, Oct. 2019, Pages 264-279

Delay Aware Power System Synchrophasor Recovery and Prediction Framework

James J.Q. Yu, Albert Y.S. Lam, David J. Hill, Yunhe Hou, and Victor O.K. Li

IEEE Transactions on Smart Grid, Volume 10, Issue 4, Jul. 2019, Pages 3732-3742

Core-Selecting Auctions for Autonomous Vehicle Public Transportation System

James J.Q. Yu and Albert Y.S. Lam

IEEE Systems Journal, Volume 13, Issue 2, Jun. 2019, Pages 2046-2056

Two-Stage Request Scheduling for Autonomous Vehicle Logistic System

James J.Q. Yu

IEEE Transactions on Intelligent Transportation Systems, Volume 20, Issue 5, May 2019, Pages 1917-1929

Intelligent Fault Detection Scheme for Microgrids with Wavelet-based Deep Neural Networks

James J.Q. Yu, Yunhe Hou, Albert Y.S. Lam, and Victor O.K. Li

IEEE Transactions on Smart Grid, Volume 10, Issue 2, Mar. 2019, Pages 1694-1703

Delay Aware Transient Stability Assessment with Synchrophasor Recovery and Prediction Framework

James J.Q. Yu, David J. Hill, and Albert Y.S. Lam

Neurocomputing, Volume 322, Dec. 2018, Pages 187-194

Coordinated Autonomous Vehicle Parking for Vehicle-to-Grid Services: Formulation and Distributed Algorithm

Albert Y.S. Lam, James J.Q. Yu, Yunhe Hou, and Victor O.K. Li

IEEE Transactions on Smart Grid, Volume 9, Issue 5, Sept. 2018, Pages 4356-4366

Online False Data Injection Attack Detection with Wavelet Transform and Deep Neural Networks

James J.Q. Yu, Yunhe Hou, and Victor O.K. Li

IEEE Transactions on Industrial Informatics, Volume 14, Issue 7, Jul. 2018, Pages 3271-3280

Autonomous Vehicle Logistic System: Joint Routing and Charging Strategy

James J.Q. Yu and Albert Y.S. Lam

IEEE Transactions on Intelligent Transportation Systems, Volume 19, Issue 7, Jul. 2018, Pages 2175-2187

Double Auction-based Pricing Mechanism for Autonomous Vehicle Public Transportation System

James J.Q. Yu, Albert Y.S. Lam, and Zhiyi Lu

IEEE Transactions on Intelligent Vehicles, Volume 3, Issue 2, Jun. 2018, Pages 151-162

Intelligent Time-Adaptive Transient Stability Assessment System

James J.Q. Yu, David J. Hill, Albert Y.S. Lam, Jiatao Gu, and Victor O.K. Li

IEEE Transactions on Power Systems, Volume 33, Issue 1, Jan. 2018, Pages 1049-1058

A Unified Framework for Wide Area Measurement System Planning

James J.Q. Yu, Albert Y.S. Lam, David J. Hill, and Victor O.K. Li

International Journal of Electrical Power and Energy Systems, Volume 96, Mar. 2018, Pages 43-51

Delay Aware Intelligent Transient Stability Assessment System

James J.Q. Yu, Albert Y.S. Lam, David J. Hill, and Victor O.K. Li

IEEE Access, Volume 5, Aug. 2017, Pages 17230-17239

A Social Spider Algorithm for Solving the Non-convex Economic Load Dispatch Problem

James J.Q. Yu and Victor O.K. Li

Neurocomputing, Volume 171, Jan. 2016, Pages 955-965

A Social Spider Algorithm for Global Optimization

James J.Q. Yu and Victor O.K. Li

Applied Soft Computing, Volume 30, May 2015, Pages 614-627

Power-Controlled Cognitive Radio Spectrum Allocation with Chemical Reaction Optimization

Albert Y.S. Lam, Victor O.K. Li, and James J.Q. Yu

IEEE Transactions on Wireless Communications, Volume 12, Issue 7, Jul. 2013, Pages 3180-3190

Real-Coded Chemical Reaction Optimization

Albert Y.S. Lam, Victor O.K. Li, and James J.Q. Yu

IEEE Transactions on Evolutionary Computation, Volume 16, Issue 3, Jun. 2012, Pages 339-353

Online Traffic Speed Estimation for Urban Road Networks with Few Data: A Transfer Learning Approach

James J.Q. Yu

Proc. IEEE Intelligent Transportation Systems Conference, Auckland, New Zealand, Oct. 2019

Low-rank Singular Value Thresholding for Recovering Missing Air Quality Data

Yangwen Yu, James J.Q. Yu*, Victor O.K. Li, and Jacqueline C.K. Lam

Proc. IEEE International Conference on Big Data, Boston, MA, Dec. 2017, Pages 508-513

Energy Exchange Coordination of Off-Grid Charging Stations with Vehicular Energy Network

James J.Q. Yu, Albert Y.S. Lam, and Siew-Chong Tan

Proc. IEEE International Conference on Smart Grid Communications, Dresden, Germany, Oct. 2017

Robust Routing for Vehicular Energy Network Routing

Albert Y.S. Lam and James J.Q. Yu

Proc. ACM International Conference on Future Energy Systems, Shatin, Hong Kong, May 2017, Pages 341-346

Maximizing Aggregator Profit through Energy Trading by Coordinated Electric Vehicle Charging

James J.Q. Yu, Junhao Lin, Albert Y.S. Lam, and Victor O.K. Li

Proc. IEEE International Conference on Smart Grid Communications, Sydney, Australia, Nov. 2016, Pages 497-502

Coordinated Autonomous Vehicle Parking for Vehicle-to-Grid Services

Albert Y.S. Lam, James J.Q. Yu, Yunhe Hou, and Victor O.K. Li

Proc. IEEE International Conference on Smart Grid Communications, Sydney, Australia, Nov. 2016, Pages 284-289

Joint Relay and User Selection for Two-hop Multi-relay Multi-user MIMO Systems

Yijie Mao, Sobia Jangsher, James J.Q. Yu, and Victor O.K. Li

Proc. IEEE International Conference on Communication Systems, Shenzhen, China, Dec. 2016

Parameter Sensitivity Analysis of Social Spider Algorithm

James J.Q. Yu and Victor O.K. Li

Proc. IEEE Congress on Evolutionary Computation, Sendai, Japan, May 2015, Pages 3200-3205

Adaptive Chemical Reaction Optimization for Global Numerical Optimization

James J.Q. Yu, Albert Y.S. Lam, and Victor O.K. Li

Proc. IEEE Congress on Evolutionary Computation, Sendai, Japan, May 2015, Pages 3192-3199

Base Station Switching Problem for Green Cellular Networks with Social Spider Algorithm

James J.Q. Yu and Victor O.K. Li

Proc. IEEE World Congress on Computational Intelligence, Beijing, China, Jul. 2014, Pages 2338-2344

Chemical Reaction Optimization for the Set Covering Problem

James J.Q. Yu, Albert Y.S. Lam, and Victor O.K. Li

Proc. IEEE World Congress on Computational Intelligence, Beijing, China, Jul. 2014, Pages 512-519

An Inter-molecular Adaptive Collision Scheme for Chemical Reaction Optimization

James J.Q. Yu, Victor O.K. Li, and Albert Y.S. Lam

Proc. IEEE World Congress on Computational Intelligence, Beijing, China, Jul. 2014, Pages 1998-2004

Optimal V2G Scheduling of Electric Vehicles and Unit Commitment using Chemical Reaction Optimization

James J.Q. Yu, Victor O.K. Li, and Albert Y.S. Lam

Proc. IEEE Congress on Evolutionary Computation, Cancun, Mexico, Jun. 2013, Pages 392-399

Sensor Deployment for Air Pollution Monitoring Using Public Transportation System

James J.Q. Yu, Victor O.K. Li, and Albert Y.S. Lam

Proc. IEEE World Congress on Computational Intelligence, Brisbane, Australia, Jun. 2012

Real-Coded Chemical Reaction Optimization with Different Perturbation Functions

James J.Q. Yu, Albert Y.S. Lam, and Victor O.K. Li

Proc. IEEE World Congress on Computational Intelligence, Brisbane, Australia, Jun. 2012

Chemical Reaction Optimization for the Optimal Power Flow Problem

Yi Sun, Albert Y.S. Lam, Victor O.K. Li, Jin Xu, and James J.Q. Yu

Proc. IEEE World Congress on Computational Intelligence, Brisbane, Australia, Jun. 2012

Evolutionary Artificial Neural Network Based on Chemical Reaction Optimization

James J.Q. Yu, Albert Y.S. Lam, and Victor O.K. Li

Proc. IEEE Congress on Evolutionary Computation, New Orleans, LA, Jun. 2011, Pages 2083-2090

团队成员 查看更多

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I am constantly looking for motivated prospective graduate students and postdocs with interests in deep learning and intelligent transportation systems to join the group. Visiting scholars, research assistants and undergraduates are also very welcome.

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