James Yu
About Me
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Publications
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Experiences
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SCAI Lab
Lab
James YU 余剑峤
Google Scholar
ResearchGate
JOURNALS
FASTGNN: A Topological Information Protected Federated Learning Approach For Traffic Speed Forecasting
Chenhan Zhang, Shuyu Zhang,
James J.Q. Yu
*
Corresponding author
, Shui Yu
IEEE Transactions on Industrial Informatics
, in press
Sybil Attack Identification for Crowdsourced Navigation: A Self-supervised Deep Learning Approach
James J.Q. Yu
IEEE Transactions on Intelligent Transportation Systems
, in press
Travel Mode Identification with GPS Trajectories using Wavelet Transform and Deep Learning
James J.Q. Yu
IEEE Transactions on Intelligent Transportation Systems
, Volume 22, Issue 2, Feb. 2021, Pages 1093-1103
Citywide Traffic Speed Prediction: A Geometric Deep Learning Approach
James J.Q. Yu
Knowledge-Based Systems
, Volume 212, Jan. 2021, Pages 106592
A Novel Interpolation-SVT Approach for Recovering Missing Low-Rank Air Quality Data
Yangwen Yu,
James J.Q. Yu
*
Corresponding author
, Victor O.K. Li, and Jacqueline C.K. Lam
IEEE Access
, Volume 8, May 2020, Pages 74291-74305
Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach
Yi Liu,
James J.Q. Yu
*
Corresponding author
, Jiawen Kang, Dusit Niyato, and Shuyu Zhang
IEEE Internet of Things Journal
, Volume 7, Issue 8, Aug. 2020, Pages 7751-7763
Semi-supervised Deep Ensemble Learning for Travel Mode Identification
James J.Q. Yu
Transportation Research Part C: Emerging Technologies
, Volume 112, Mar. 2020, Pages 120-135
Spatial-Temporal Graph Attention Networks: A Deep Learning Approach for Traffic Forecasting
Chenhan Zhang,
James J.Q. Yu
*
Corresponding author
, and Yi Liu
IEEE Access
, Volume 7, Nov. 2019, Pages 166246-166256
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
, Volume 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
, Volume 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
, Volume 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
BOOK CHAPTERS
Optimal scheduling with vehicle-to-grid ancillary services
Junhao Lin,
James J.Q. Yu
, Ka-Cheong Leung, and Victor O.K. Li
Energy Systems for Electric and Hybrid Vehicles, IET 2016
CONFERENCES
Capturing Uncertainty in Unsupervised GPS Trajectory Segmentation Using Bayesian Deep Learning
Christos Markos,
James J.Q. Yu
*
Corresponding author
, and Richard Y.D. Xu
Proc. AAAI Conference on Artificial Intelligence, Vancouver, Canada, Feb. 2021
Robust Federated Learning Approach for Travel Mode Identification from Non-IID GPS Trajectories
Yuanshao Zhu, Shuyu Zhang, Yi Liu, Dusit Niyato, and
James J.Q. Yu
*
Corresponding author
Proc. IEEE International Conference on Parallel and Distributed Systems, Hong Kong, Dec. 2020
An Enhanced Motif Graph Clustering-Based Deep Learning Approach for Traffic Forecasting
Chenhan Zhang, Shuyu Zhang,
James J.Q. Yu
*
Corresponding author
, and Shui Yu
Proc. IEEE Global Communications Conference, Taipei, Dec. 2020
Unsupervised Deep Learning for GPS-Based Transportation Mode Identification
Christos Markos and
James J.Q. Yu
*
Corresponding author
Proc. IEEE Intelligent Transportation Systems Conference, Rhodes, Greece, Sept. 2020, Pages 1718-1723
Reconstruction of Missing Trajectory Data: A Deep Learning Approach
Ziwei Wang, Shiyao Zhang, and
James J.Q. Yu
*
Corresponding author
Proc. IEEE Intelligent Transportation Systems Conference, Rhodes, Greece, Sept. 2020, Pages 593-598
FedGRU: Privacy-preserving Traffic Flow Prediction via Federated Learning
Yi Liu, Shuyu Zhang, Chenhan Zhang, and
James J.Q. Yu
*
Corresponding author
Proc. IEEE Intelligent Transportation Systems Conference, Rhodes, Greece, Sept. 2020, Pages 3517-3522
MultiMix: A Multi-Task Deep Learning Approach for Travel Mode Identification with Few GPS Data
Xiaozhuang Song, Christos Markos, and
James J.Q. Yu
*
Corresponding author
Proc. IEEE Intelligent Transportation Systems Conference, Rhodes, Greece, Sept. 2020, Pages 2398-2403
PPGAN: Privacy-Preserving Generative Adversarial Network
Yi Liu, Jialiang Peng,
James J.Q. Yu
, and Yi Wu
Proc. IEEE International Conference on Parallel and Distributed Systems, Tianjin, China, Dec. 2019, Pages 985-989
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, Pages 4024-4029
Low-rank Singular Value Thresholding for Recovering Missing Air Quality Data
Yangwen Yu,
James J.Q. Yu
*
Corresponding author
, 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, Pages 375-380
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