James YU 余剑峤

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JOURNALS

  1. A Communication-Efficient Federated Learning Scheme for IoT-Based Traffic Forecasting
    Chenhan Zhang, Lei Cui, Shui Yu, and James J.Q. Yu*Corresponding author
    IEEE Internet of Things Journal, in press
  2. Towards Crowdsourced Transportation Mode Identification: A Semi-supervised Federated Learning Approach
    Chenhan Zhang, Yuanshao Zhu, Christos Markos, Shui Yu, and James J.Q. Yu*Corresponding author
    IEEE Internet of Things Journal, in press
  3. Resource-constrained Federated Edge Learning with Heterogeneous Data: Formulation and Analysis
    Yi Liu', Yuanshao Zhu', and James J.Q. Yu*Corresponding author
    IEEE Transactions on Network Science and Engineering, in press
  4. Citywide Estimation of Travel Time Distributions with Bayesian Deep Graph Learning
    James J.Q. Yu
    IEEE Transactions on Knowledge and Data Engineering, in press
  5. Electric Vehicle Dynamic Wireless Charging System: Optimal Placement and Vehicle-to-Grid Scheduling
    Shiyao Zhang and James J.Q. Yu*Corresponding author
    IEEE Internet of Things Journal, in press
  6. Semi-supervised Federated Learning for Travel Mode Identification from GPS Trajectories
    Yuanshao Zhu, Yi Liu, James J.Q. Yu*Corresponding author, and Xingliang Yuan
    IEEE Transactions on Intelligent Transportation Systems, in press
  7. Bayesian Deep Learning for Dynamic Power System State Prediction Considering Renewable Energy Uncertainty
    Shiyao Zhang and James J.Q. Yu*Corresponding author
    Journal of Modern Power Systems and Clean Energy, in press
  8. Long-Term Urban Traffic Speed Prediction With Deep Learning on Graphs
    James J.Q. Yu, Christos Markos, and Shiyao Zhang*
    IEEE Transactions on Intelligent Transportation Systems, in press
  9. Long-term Origin-Destination Demand Prediction with Graph Deep Learning
    Xiexin Zou, Shiyao Zhang, Chenhan Zhang, James J.Q. Yu*Corresponding author, and Edward Chung
    IEEE Transactions on Big Data, in press
  10. FASTGNN: A Topological Information Protected Federated Learning Approach For Traffic Speed Forecasting
    Chenhan Zhang, Shuyu Zhang, James J.Q. Yu*Corresponding author, and Shui Yu
    IEEE Transactions on Industrial Informatics, Volumn 17, Issue 12, Dec. 2021, Pages 8464-8474
  11. Sybil Attack Identification for Crowdsourced Navigation: A Self-supervised Deep Learning Approach
    James J.Q. Yu
    IEEE Transactions on Intelligent Transportation Systems, Volume 22, Issue 7, Jul. 2021, Pages 4622-4634
  12. Complicating the Social Networks for Better Storytelling: An Empirical Study of Chinese Historical Text and Novel
    Chenhan Zhang, Qingpeng Zhang, Shui Yu, James J.Q. Yu*Corresponding author, and Xiaozhuang Song
    IEEE Transactions on Computational Social Systems, Volume 8, Issue 3, Jun. 2021, Pages 754-767
  13. 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
  14. Citywide Traffic Speed Prediction: A Geometric Deep Learning Approach
    James J.Q. Yu
    Knowledge-Based Systems, Volume 212, Jan. 2021, Pages 106592
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. 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
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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
  38. 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. Second-order Time Delay Reservoir Computing for Nonlinear Time Series Problems
    Xinming Shi, Jiashi Gao, Leandro L. Minku, James J. Q. Yu and Xin Yao
    Proc. IEEE Symposium Series on Computational Intelligence, Orlando, FL, US, Dec. 2021
  2. Attn-CommNet: Coordinated Traffic Lights Control on Large-scale Network Level
    Jiashi Gao, Xinming Shi, and James J.Q. Yu*Corresponding author
    Proc. IEEE International Conference on Tools with Artificial Intelligence, Washington, D.C., US, Nov. 2021
  3. Improving Transportation Mode Identification with Limited GPS Trajectories
    Yuanshao Zhu, Christos Markos, and James J.Q. Yu*Corresponding author
    Proc. IEEE International Conference on Tools with Artificial Intelligence, Washington, D.C., US, Nov. 2021
  4. TINet: Multi-dimensional Traffic Data Imputation via Transformer Network
    Xiaozhuang Song, Yongchao Ye, and James J.Q. Yu*Corresponding author
    Proc. IEEE International Conference on Artificial Neural Networks, Bratislava, Slovakia, Sept. 2021
  5. Spatial-Temporal Traffic Data Imputation via Graph Attention Convolutional Network
    Yongchao Ye, Shiyao Zhang, and James J.Q. Yu*Corresponding author
    Proc. IEEE International Conference on Artificial Neural Networks, Bratislava, Slovakia, Sept. 2021
  6. Traffic Data Imputation with Ensemble Convolutional Autoencoder
    Yongchao Ye, Shuyu Zhang, and James J.Q. Yu*Corresponding author
    Proc. IEEE Intelligent Transportation Systems Conference, Indianapolis, IN, US, Sept. 2021
  7. Learn Travel Time Distribution with Graph Deep Learning and Generative Adversarial Network
    Xiaozhuang Song, Chenhan Zhang, and James J.Q. Yu*Corresponding author
    Proc. IEEE Intelligent Transportation Systems Conference, Indianapolis, IN, US, Sept. 2021
  8. Origin-Destination Matrix Prediction via Hexagon-based Generated Graph
    Yixuan Yang, Shiyao Zhang, and James J.Q. Yu*Corresponding author
    Proc. IEEE Intelligent Transportation Systems Conference, Indianapolis, IN, US, Sept. 2021
  9. Transfer Learning in Traffic Prediction with Graph Neural Networks
    Yunjie Huang, Xiaozhuang Song, Shiyao Zhang, and James J.Q. Yu*Corresponding author
    Proc. IEEE Intelligent Transportation Systems Conference, Indianapolis, IN, US, Sept. 2021
  10. FedOVA: One-vs-All Training Method for Federated Learning with Non-IID Data
    Yuanshao Zhu, Christos Markos, Ruihui Zhao, Yefeng Zheng, and James J.Q. Yu*Corresponding author
    Proc. International Joint Conference on Neural Networks, Shenzhen, China, Jul. 2021
  11. A Bayesian Learning Network for Traffic Speed Forecasting with Uncertainty Quantification
    Ying Wu and James J.Q. Yu*Corresponding author
    Proc. International Joint Conference on Neural Networks, Shenzhen, China, Jul. 2021
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. 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
  18. 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
  19. 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
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. 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
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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