Here is a summary of our published journal papers since 2014. Underlined authors are group members, alumni or past visitors.
(We have 72 more journal papers published before 2014. Click here for details.)
[J75] Y.L. Yuan, D.H.K. Tsang, and V.K.N. Lau, “Combining Conjugate Gradient and Momentum for Unconstrained Stochastic Optimization with Applications to Machine Learning”, IEEE Internet of Things Journal, vol. 11, issue 13, pp. 23236-23254, July 2024.
[J74] X. He, D.H.K. Tsang, and Y.Z. Chen, “Long-Term Carbon-Efficient Planning for Geographical Shiftable Resources: A Monte Carlo Tree Search Approach”, IEEE Transactions on Power Systems, accepted for publication, June 2024.
[J73] T.L. Zhou, J. Zhang, and D.H.K. Tsang, “FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data”, IEEE Transactions on Mobile Computing, vol. 23, pp. 6731-6742, June 2024.
[J72] W.J. Liu, S.P. Shen, D.H.K. Tsang, R.K. Mallik, and R. D. Murch, “An Efficient Ratio Detector for Ambient Backscatter Communications”, IEEE Transactions on Wireless Communications, vol. 23, issue 6, pp. 5908-5921, June 2024.
[J71] T.L. Zhou, Z.H. Lin, J. Zhang, and D.H.K. Tsang, “Understanding and Improving Model Averaging in Federated Learning on Heterogeneous Data”, IEEE Transactions on Mobile Computing, accepted for publication, May 2024.
[J70] J.D. Yu, A.Alhilal, P. Hui, and D.H.K. Tsang, “Bi-directional Digital Twin and Edge Computing in the Metaverse”, IEEE Internet of Things Magazine, vol. 7, issue 3, pp. 106-112, May 2024.
[J69] C.Y. Xia, H.Y. Guo, H.Y. Ma, D.H.K. Tsang, and V.K.N. Lau, “Multi-resolution Model Compression for Deep Neural Networks: A Variational Bayesian Approach”, IEEE Transactions on Signal Processing, vol. 72, pp.1944-1959, April 2024.
[J68] C.Y. Xia, D.H.K. Tsang, and V.K.N. Lau, “Structured Bayesian Federated Learning for Green AI: A Decentralized Model Compression Using Turbo-VBI Based Approach”, IEEE Internet of Things Journal, vol. 11, issue 7, pp. 12783-12798, April 2024.
[J67] W.H. Xu, J.D. Yu, Y. Wu, and D.H.K. Tsang, “Joint Channel Estimation and Reinforcement-based Resource Allocation of Intelligent Reflecting Surface-aided Multicell Mobile Edge Computing”, IEEE Internet of Things Journal, vol. 11, issue 7, pp. 11862-11875, April 2024.
[J66] S. Wang and D.H.K. Tsang, “A Dynamic Data Trading Marketplace with Externalities”, IEEE Internet of Things Journal, vol. 11, issue 7, pp. 12745-12754, April 2024.
[J65] W.T. Ma, Y. Cao, D.H.K. Tsang, and D. Xia, “Optimal Regularized Online Allocation by Adaptive Re-solving”, Operation Research, accepted for publication, March 2024.
[J64] J.D. Yu, A.Alhilal, T.L. Zhou, P. Hui, and D.H.K. Tsang, “Attention-based QoE-aware Digital Twin Empowered Edge Computing for Immersive Virtual Reality”, IEEE Transactions on Wireless Communications, accepted for publication, March 2024.
[J63] W.H. Xu, J.D. Yu, Y. Wu, and D.H.K. Tsang, “Energy-Latency Aware Intelligent Reflecting Surface Aided Multi-cell Mobile Edge Computing”, IEEE Transactions on Green Communications and Networking, vol. 8, no. 1, pp. 362-374, March 2024.
[J62] W.J. Liu, S.P. Shen, D.H.K. Tsang, and R. D. Murch, “MIMO Ambient Backscatter Communications: Capacity Maximization and Beamforming Optimization”, IEEE Transactions on Vehicular Technology, vol. 72, no. 12, pp. 15829-15843, December 2023.
[J61] W.H. Chan, B.S.B. Fung, D.H.K. Tsang, and I.M.C. Lo, “A Freshwater Algae Classification System Based on Machine Learning with StyleGAN2-ADA Augmentation for Limited and Imbalanced Datasets”, Elsevier Water Research, available online on 26 July 2023.
[J60] B.S.B. Fung, W.H. Chan, I.M.C. Lo, and D.H.K. Tsang, “Freshwater Microscopic Algae Detection Based on Deep Neural Networks with GAN-based Augmentation for Imbalanced Algal Data”, ACS ES&T Water, available online on 18 July 2023.
[J59] J.D. Yu, Y. Li, X.L. Liu, B. Sun, Y. Wu, D.H.K. Tsang, “IRS Assisted NOMA Aided Mobile Edge Computing with Queue Stability: Heterogeneous Multi-Agent Reinforcement Learning”, IEEE Transactions on Wireless Communications, vol. 22, issue 7, pp. 4296-4312, July 2023.
[J58] S. Wang, B. Sun, L. Ni, S.H. Low, and D.H.K. Tsang, “Financial Incentives for Energy Resource Investments in Stochastic Economic Dispatch”, IEEE Transactions on Sustainable Energy, vol. 14, no. 3, pp. 1648-1663, July 2023.
[J57] L. Ni, B. Sun, X. Tan, and D.H.K. Tsang, “Mobility and Energy Management in Electric Vehicle Based Mobility-on-Demand Systems: Models and Solutions”, IEEE Transactions on Intelligent Transportation Systems, vol. 24, no. 4, pp. 3702-3713, April 2023.
[J56] X.L. Liu, J.D. Yu, Y.W. Liu, Y. Gao, T. Mahmoodi, S. Lambotharan, and D.H.K. Tsang, “Distributed Intelligence in Wireless Networks”, IEEE Open Journal of the Communications Society, vol. 4, pp. 1001-1039, April 2023.
[J55] Y. Cao, B. Sun, and D.H.K. Tsang, “Online Network Utility Maximization: Algorithm, Competitive Analysis, and Applications”, IEEE Transactions on Control of Network Systems, vol. 10, no. 1, pp. 274-284, March 2023.
[J54] C.Y. Xia, D.H.K. Tsang, V.K.N. Lau, “Structured Bayesian Compression for Deep Neural Networks Based on the Turbo VBI Approach”, IEEE Transactions on Signal Processing, vol. 71, pp. 670-685, March 2023.
[J53] B. Sun, L. Yang, M. Hajiesmali, A. Wierman, J.C.S. Lui, D. Towsley, and D.H.K. Tsang, “The Online Multiple Knapsack Problem with Departures”, Proceedings of the ACM on Measurement and Analysis of Computing Systems, vol. 6, no. 3, article 57, December 2022.
[J52] B. Sun, Y.X. Jiang, Y. Wu, Q. Ye, and D.H.K. Tsang, “Performance Analysis of Mobile Cloud Computing with Bursty Demand: A Tandem Queue Model”, IEEE Transactions on Vehicular Technology, vol. 71, issue 9, pp. 9951-9966, September 2022.
[J51] Y.X. Jiang, Q. Ye, B. Sun, Y. Wu, and D.H.K. Tsang, “Data-Driven Coordinated Charging for Electric Vehicles with Continuous Charging Rates: A Deep Policy Gradient Approach”, IEEE Internet of Things Journal, vol. 9, issue 14, pp. 12395-12412, July 2022.
[J50] S. Wang, B. Sun, X.Q. Tan, and D.H.K. Tsang, “Real-time Coordination of Transmission and Distribution Networks via Nash Bargaining Solution”, IEEE Transactions on Sustainable Energy, vol. 12, issue 4, pp. 2238-2254, October 2021.
[J49] W.J. Liu, S.P. Shen, D.H.K. Tsang, R. D. Murch, “Enhancing Ambient Backscatter Communication Utilizing Coherent and Non-Coherent Space-Time Codes”, IEEE Transactions on Wireless Communications, vol. 20, issue 10, pp. 6884-6897, October 2021.
[J48] L. Ni, B. Sun, S. Wang, and D.H.K. Tsang, “Dynamic Pricing Mechanism Design for Electric Mobility-on-Demand Systems”, IEEE Transactions on Intelligent Transportation Systems, vol. 23, issue 8, pp. 11361-11375, August 2022.
[J47] L. Ni, B. Sun, X.Q. Tan, and D. H. K. Tsang, “Inventory Planning and Real-time Routing for Network of Electric Vehicle Battery Swapping Stations,” IEEE Transactions on Transportation and Electrification, vol. 7, issue 2, pp. 542-553, June 2021.
[J46] L. Liu, B. Sun, Y. Wu, and D.H.K. Tsang, “Latency Optimization for Computation Offloading with Hybrid NOMA-OMA Transmission”, IEEE Internet of Things Journal, vol. 8, issue 8, pp. 6677-6691, April 2021.
[J45] L. Liu, B. Sun, X.Q. Tan, and D.H.K. Tsang, “Energy-efficient Resource Allocation and Sub-channel Assignment for NOMA-enabled Multi-access Edge Computing”, IEEE Systems Journal, vol. 16, issue 1, pp. 1558-1569, March 2022.
[J44] Y.X. Jiang, B. Sun, and D.H.K. Tsang, “Not Taken for Granted: Configuring Scalable Live Video Streaming Under Throughput Fluctuations in Mobile Edge Networks”, IEEE Transactions on Vehicular Technology, vol. 70, issue 3, pp. 2771-2782, March 2021.
[J43] S. Wang, X.Q. Tan, T. Liu, and D. H. K. Tsang, “Aggregation of Demand-Side Flexibility in Electricity Markets: Negative Impact Analysis and Mitigation Method,” IEEE Transactions on Smart Grid, vol. 12, issue 1, pp. 774-786, January 2021.
[J42] Y.X. Jiang, M. Shahrad, D. Wentzlaff, D. H. K. Tsang, and C. Joe-Wong, “Burstable Instances for Clouds: Performance Modeling, Equilibrium Analysis, and Revenue Maximization,” IEEE Transactions on Networking, vol. 28, no. 6, pp. 2489-2502, December 2020.
[J41] B. Sun, A. Zeynali, T.X. Li, M. Hajiesmali, A. Wierman, and D.H.K. Tsang, “Competitive Algorithms for the Online Multiple Knapsack Problem with Application to Electric Vehicle Charging”, Proceedings of the ACM on Measurement and Analysis of Computing Systems, vol. 4, no. 3, article 51, December 2020.
[J40] X.Q. Tan, B. Sun, A. Leon-Garcia, Y. Wu, and D.H.K. Tsang, “Mechanism Design for Online Resource Allocation: A Unified Approach”, Proceedings of the ACM on Measurement and Analysis of Computing Systems, vol. 4, no. 2, article 24, June 2020.
[J39] Y.X Jiang, Z. Huang, and D.H.K. Tsang, “On Power-Peak-Aware Scheduling for Large-Scale Shared Clusters“, IEEE Transactions on Big Data, vol. 6, no. 2, pp. 412-426, June 2020.
[J38] X.Q. Tan, A. Leon-Garcia, Y. Wu, and D.H.K. Tsang, “Online Combinatorial Auctions for Resource Allocation with Supply Costs and Capacity Limits”, IEEE Journal on Selected Areas in Communications (JSAC) Special Issue on Smart Data Pricing for Next Generation Networks, vol. 38, no. 4, pp. 655-668, April 2020.
[J37] X.Q. Tan, A. Leon-Garcia, Y. Wu, and D.H.K. Tsang, “Posted-Price Retailing of Transactive Energy: An Optimal Online Mechanism without Prediction”, IEEE Journal on Selected Areas in Communications (JSAC) Special Issue on Communications and Data Analytics in Smart Grid, vol. 38, issue 1, pp. 5-16, January 2020.
[J36] L. Qian, B. Shi, Y. Wu, B. Sun and D.H.K. Tsang, “NOMA-Enabled Mobile Edge Computing for Internet of Things via Joint Communication and Computation Resource Allocations,” IEEE Internet of Things Journal, vol. 7, no. 1, pp. 718-733, January 2020.
[J35] B. Sun, X. Sun, and D.H.K. Tsang, and W. Whitt, “Optimal Battery Purchasing and Charging at Electric Vehicle Battery Swap Stations,” European Journal of Operational Research, vol. 279, no. 2, pp. 524-539, December 2019.
[J34] B. Sun, X.Q. Tan, and D.H.K. Tsang, “Eliciting Multi-dimensional Flexibilities from Electric Vehicles: A Mechanism Design Approach“, IEEE Transactions on Power Systems, vol. 34, no. 5, pp. 4038-4047, September 2019.
[J33] L.P. Qian, Y. Wu, B. Ji, L. Huang, and D.H.K. Tsang, “HybridIoT: Integration of Hierarchical Multiple Access and Computation Offloading for IoT-based Smart Cities”, IEEE Network, vol. 33, issue 2, pp. 6-13, March/April 2019.
[J32] X.Q. Tan, G. Qu, B. Sun, N. Li, and D.H.K. Tsang, “Optimal Scheduling of Battery Charging Station Serving Electric Vehicles Based on Battery Swapping“, IEEE Transactions on Smart Grid, vol. 10, no. 2, pp. 1372-1384, March 2019.
[J31] T. Liu, B. Sun, and D.H.K. Tsang, “Rank-one Solutions for SDP Relaxation of QCQPs in Power Systems“, IEEE Transactions on Smart Grid, vol. 10, no. 1, pp. 5-15, January 2019.
[J30] Y. Wu, K. Ni, C. Zhang, L.P. Qian, and D.H.K. Tsang, “NOMA Assisted Multi-Access Mobile Edge Computing: A Joint Optimization of Computation Offloading and Time Allocation”, IEEE Transactions on Vehicular Technology, vol. 67, issue 12, pp. 12244-12258, December 2018.
[J29] Y.X. Jiang, and D.H.K. Tsang, “Delay-Aware Task Offloading in Shared Fog Networks“, IEEE Internet of Things Journal, vol. 5, no. 6, pp. 4945-4956, December 2018.
[J28] B. Sun, X.Q. Tan, and D.H.K. Tsang, “Optimal Charging Operation of Battery Swapping and Charging Stations with QoS Guarantee”, IEEE Transactions on Smart Grid, vol. 9, no. 5, pp. 4689-4701, September 2018.
[J27] X. Zhu, X. Gong, and D.H.K. Tsang, “The Optimal Macro Control Strategies of Service Providers and Micro Service Selection of Users: Quantification Model Based on Synergetics”, Springer Wireless Networks, vol. 24, no. 6, pp. 1991-2004, August 2018.
[J26] N. Omidvar, A. Liu, V. Lau, F. Zhang, D.H.K. Tsang, and M.R. Pakravan, “Optimal Hierarchical Radio Resource Management for HetNets with Flexible Backhaul”, IEEE Transactions on Wireless Communications, vol. 17, no. 7, pp. 4239-4255, July 2018.
[J25] S. Agheb, X.Q. Tan, B. Sun, and D.H.K. Tsang, “Contract Design for Aggregating, Trading, and Distributing Reserves in Demand-side Frequency Regulation”, IEEE Transactions on Industrial Informatics, vol. 14, no. 6, pp. 2539-2549, June 2018.
[J24] Y. Jiang, Z. Huang, and D.H.K. Tsang, “Challenges and Solutions in Fog Computing Orchestration“, IEEE Network, vol. 32, no. 3, pp. 122-129, May 2018.
[J23] Y. Wu, L. Qian, H. Mao, X. Yang, H. Zhou, X.Q. Tan, and D.H.K. Tsang, “Secrecy-Driven Resource Management for Vehicular Computation-Offloading Networks”, IEEE Network, vol. 32, no. 3, pp. 84-91, May 2018.
[J22] X.Q. Tan, B. Sun, Y. Wu and D.H.K. Tsang, “Asymptotic Performance Evaluation of Battery Swapping and Charging Station for Electric Vehicles”, Performance Evaluation, vol. 119, pp. 43-57, March 2018.
[J21] W. Li, X.Q. Tan, B. Sun, and D.H.K. Tsang, “Optimal Power Dispatch of a Centralized Electric Vehicle Battery Charging Station with Renewables”, IET Communications, vol. 12, no. 5, pp. 579-585, March 2018.
[J20] Y.X Jiang, Z. Huang, and D.H.K. Tsang, “Towards Max-Min Fair Resource Allocation for Stream Big Data Analytics in Shared Clouds”, IEEE Transactions on Big Data, vol. 4, no. 1, pp. 130-137, March 2018.
[J19] R. Yu, J. Ding, S. Maharjan, S. Gjessing, Y. Zhang, and D.H.K. Tsang, “Decentralized and Optimal Resource Cooperation in Geo-distributed Mobile Cloud Computing”, IEEE Transactions on Emerging Topics in Computing, vol. 6, no. 1, pp. 72-84, March 2018.
[J18] V.K. Tumuluru and D.H.K. Tsang, “A Two-stage Approach for Network Constrained Unit Commitment Problem with Demand Response”, IEEE Transactions on Smart Grid, vol. 9, no. 2, pp. 1175-1183, March 2018.
[J17] B. Sun, Z. Huang, X.Q. Tan, and D.H.K. Tsang, “Optimal Scheduling for Electric Vehicle Charging with Discrete Charging Levels in Distribution Grid”, IEEE Transactions on Smart Grid, vol. 9, no. 2, pp. 624-634, March 2018.
[J16] T. Liu, X.Q. Tan, Y. Wu and D.H.K. Tsang, “Energy Management of Cooperative Microgrids: A Distributed Optimization Approach“, International Journal of Electrical Power Energy Systems, vol. 96, pp. 335-346, March 2018.
[J15] S. Maharjan, Y. Zhang, S. Gjessing, and D.H.K. Tsang, “User-Centric Demand Response Management in Smart Grid with Multiple Providers”, to appear in IEEE Transactions on Emerging Topics in Computing, vol. 5, no. 4, pp. 494-505, December 2017.
[J14] X.Q. Tan, Y. Wu, and D.H.K. Tsang, “A Stochastic Shortest Path Framework for Quantifying the Value and Lifetime of Battery Energy Storage under Dynamic Pricing”, IEEE Transactions on Smart Grid, vol. 8, no. 2, pp. 769-778, March 2017.
[J13] W. Zhong, R. Yu, S. Xie, Y. Zhang, and D.H.K. Tsang, “Software Defined Networking for Flexible and Green Energy Internet“, IEEE Communications Magazine, vol. 54, no. 12, pp. 68-75, December 2016.
[J12] Z. Huang, and D.H.K. Tsang, “M-convex VM Consolidation: Towards a Better VM Workload Consolidation“, IEEE Transactions on Cloud Computing, vol. 4, no. 4, pp. 415-428, October 2016.
[J11] X.Q. Tan, Y. Wu, and D.H.K. Tsang, “Pareto Optimal Operation of Distributed Battery Energy Storage Systems for Energy Arbitrage under Dynamic Pricing”, IEEE Transactions on Parallel and Distributed Systems, vol. 27, no. 7, pp. 2103-2115, July 2016.
[J10] S. Niafar, X.Q. Tan, and D.H.K. Tsang, “Optimal Downlink Scheduling for Heterogeneous Traffic in LTE-A Based on MDP and Chance-Constrained Approaches“, ACM Springer Mobile Networks and Applications (MONET) Journal, vol. 21, no. 3, pp. 390-401, June 2016.
[J9] Y. Wu, X.Q. Tan, L. Qian, D.H.K. Tsang, W. Song, and L. Yu, “Optimal Pricing and Energy Scheduling for Hybrid Energy Trading Market in Future Smart Grid“, IEEE Transactions on Industrial Informatics, vol. 11, no. 6, pp. 1585-1596, December 2015.
[J8] J. Ding, R. Yu, Y. Zhang, S. Gjessing, and D.H.K. Tsang, “Service Providers Competition and Cooperation in Cloud-based Software Defined Wireless Networks”, IEEE Communications Magazine, vol. 53, issue 11, pp. 134-140, December 2015.
[J7] N. Omidvar, and D.H.K. Tsang, M.R. Pakravan, and V.K.N. Lau, “Efficient Energy-Aware Routing with Redundancy Elimination”, IEEE Journal on Selected Areas in Communications, vol. 33, no. 12, pp. 2815-2825, December 2015.
[J6] T. Zhang, and D.H.K. Tsang, “Cooperative Sensing Scheduling for Energy-Efficient Cognitive Radio Networks“, IEEE Transactions on Vehicular Technology, vol. 64, no. 6, pp. 2648-2662, August 2014.
[J5] Y. Wu, Q. Zhu, J. Huang, and D.H.K. Tsang, “Revenue Sharing based Resource Allocation for Dynamic Spectrum Access Networks”, IEEE Journal on Selected Areas in Communications (JSAC), vol. 32, no. 11, pp. 2280-2296, November 2014.
[J4] V. K. Tumuluru, Z. Huang, and D.H.K. Tsang, “Integrating Price Responsive Demand Into the Unit Commitment Problem“, IEEE Transcations on Smart Grid, vol. 5, issue 6, pp. 2757-2765, July 2014.
[J3] Y. Wu, V.K.N. Lau, D.H.K. Tsang, L. Qian, and L. Meng, “Optimal Energy Scheduling for Residential Smart Grid with Centralized Renewable Energy Source”, IEEE Systems Journal, vol. 8, no. 2, pp. 562-576, June 2014.
[J2] S. Niafar, Z. Huang, and D.H.K. Tsang, “An Optimal Standard-Compliant MIMO Scheduler for LTE Downlink“, IEEE Transactions on Wireless Communications, vol. 13, no. 5, pp. 2412-2421, May 2014.
[J1] V. K. Tumuluru, Z. Huang, and D.H.K. Tsang, “Unit commitment problem: A new formulation and solution method“, International Journal of Electrical Power & Energy Systems, vol. 57, pp. 222-231, May 2014.
The page was last modified on July 5, 2024.