James YU 余剑峤

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JOURNALS

  1. 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
  2. Sybil Attack Identification for Crowdsourced Navigation: A Self-supervised Deep Learning Approach
    James J.Q. Yu
    IEEE Transactions on Intelligent Transportation Systems, in press
  3. 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
  4. Citywide Traffic Speed Prediction: A Geometric Deep Learning Approach
    James J.Q. Yu
    Knowledge-Based Systems, Volume 212, Jan. 2021, Pages 106592
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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

  1. 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

  1. 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
  2. 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
  3. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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