余剑峤Google Scholar ResearcherID

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'19]?Introduction to Computer Programming A
Course Instructor
Department of Computer Science and Engineering, Southern University of Science and Technology
[S'19]?Digital 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

个人简介

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








加入团队 Array
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.

查看更多