Danny H. K. Tsang

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 111

Top Venues

CoRR

IEEE Trans. Smart Grid

SmartGridComm

IEEE Internet Things J.

Publications

Tailin Zhou, Jiadong Yu, Jun Zhang, Danny H. K. Tsang
Federated Prompt-based Decision Transformer for Customized VR Services in Mobile Edge Computing System. CoRR (2024)
Su Wang, Danny H. K. Tsang
A Dynamic Data Trading Marketplace With Externalities. IEEE Internet Things J. 11 (7) (2024)
Jiadong Yu, Ahmad Alhilal, Pan Hui, Danny H. K. Tsang
Bi-Directional Digital Twin and Edge Computing in the Metaverse. IEEE Internet Things Mag. 7 (3) (2024)
Tian Liu, Bo Sun, Xiaoqi Tan, Danny H. K. Tsang
Chance-Constrained Economic Dispatch with Flexible Loads and RES. CoRR (2024)
Tailin Zhou, Jun Zhang, Danny H. K. Tsang
FedFA: Federated Learning With Feature Anchors to Align Features and Classifiers for Heterogeneous Data. IEEE Trans. Mob. Comput. 23 (6) (2024)
Yulan Yuan, Danny H. K. Tsang, Vincent K. N. Lau
Combining Conjugate Gradient and Momentum for Unconstrained Stochastic Optimization With Applications to Machine Learning. IEEE Internet Things J. 11 (13) (2024)
Ying Cao, Siyuan Yu, Xiaoqi Tan, Danny H. K. Tsang
Competitive Analysis of Online Path Selection: Impacts of Path Length, Topology, and System-Level Costs. CoRR (2024)
Ying Cao, Siyuan Yu, Xiaoqi Tan, Danny H. K. Tsang
Competitive Online Path-Aware Path Selection. SIGMETRICS Perform. Evaluation Rev. 51 (4) (2024)
Chengyu Xia, Danny H. K. Tsang, Vincent K. N. Lau
Structured Bayesian Federated Learning for Green AI: A Decentralized Model Compression Using Turbo-VBI-Based Approach. IEEE Internet Things J. 11 (7) (2024)
Chengyu Xia, Danny H. K. Tsang, Vincent K. N. Lau
Bayesian Federated Model Compression for Communication and Computation Efficiency. CoRR (2024)
Chengyu Xia, Huayan Guo, Haoyu Ma, Danny H. K. Tsang, Vincent K. N. Lau
Multi-Resolution Model Compression for Deep Neural Networks: A Variational Bayesian Approach. IEEE Trans. Signal Process. 72 (2024)
Wenjing Liu, Shanpu Shen, Danny H. K. Tsang, Ranjan K. Mallik, Ross D. Murch
An Efficient Ratio Detector for Ambient Backscatter Communication. IEEE Trans. Wirel. Commun. 23 (6) (2024)
Wenhan Xu, Jiadong Yu, Yuan Wu, Danny H. K. Tsang
Energy-Latency Aware Intelligent Reflecting Surface Aided Multi-Cell Mobile Edge Computing. IEEE Trans. Green Commun. Netw. 8 (1) (2024)
Tian Liu, Xiaoqi Tan, Su Wang, Danny H. K. Tsang
Robust Economic Dispatch with Flexible Demand and Adjustable Uncertainty Set. CoRR (2024)
Ying Cao, Bo Sun, Danny H. K. Tsang
Online Network Utility Maximization: Algorithm, Competitive Analysis, and Applications. IEEE Trans. Control. Netw. Syst. 10 (1) (2023)
Chengyu Xia, Danny H. K. Tsang, Vincent K. N. Lau
Structured Bayesian Compression for Deep Neural Networks Based on the Turbo-VBI Approach. IEEE Trans. Signal Process. 71 (2023)
Wenjing Liu, Shanpu Shen, Danny H. K. Tsang, Ross D. Murch
MIMO Ambient Backscatter Communications: Capacity Maximization and Beamforming Optimization. IEEE Trans. Veh. Technol. 72 (12) (2023)
Jiadong Yu, Yang Li, Xiaolan Liu, Bo Sun, Yuan Wu, Danny H. K. Tsang
Energy Efficient IRS Assisted NOMA Aided Mobile Edge Computing via Heterogeneous Multi-Agent Reinforcement Learning. ICC (2023)
Jiadong Yu, Ahmad Alhilal, Tailin Zhou, Pan Hui, Danny H. K. Tsang
QoE Optimization for VR Streaming: a Continual RL Framework in Digital Twin-empowered MEC. GLOBECOM (2023)
Liang Ni, Bo Sun, Xiaoqi Tan, Danny H. K. Tsang
Mobility and Energy Management in Electric Vehicle Based Mobility-on-Demand Systems: Models and Solutions. IEEE Trans. Intell. Transp. Syst. 24 (4) (2023)
Chengyu Xia, Danny H. K. Tsang, Vincent K. N. Lau
Structured Bayesian Compression for Deep Neural Networks Based on The Turbo-VBI Approach. CoRR (2023)
Bo Sun, Lin Yang, Mohammad Hajiesmaili, Adam Wierman, John C. S. Lui, Don Towsley, Danny H. K. Tsang
The Online Knapsack Problem with Departures. SIGMETRICS (Abstracts) (2023)
Wenhan Xu, Jiadong Yu, Yuan Wu, Danny H. K. Tsang
Energy-Latency Aware Intelligent Reflecting Surface Aided Multi-cell Mobile Edge Computing. CoRR (2023)
Tailin Zhou, Jun Zhang, Danny H. K. Tsang
Mode Connectivity in Federated Learning with Data Heterogeneity. ACSSC (2023)
Wenjing Liu, Shanpu Shen, Chi Zhang, Danny H. K. Tsang, Ross D. Murch
Optimal Antenna Selection and Time Sharing in RF-Powered Cognitive Networks With Ambient Backscatter Communication. VTC2023-Spring (2023)
Xuan He, Danny H. K. Tsang, Yize Chen
Long-Term Carbon-Efficient Planning for Geographically Shiftable Resources: A Monte Carlo Tree Search Approach. CoRR (2023)
Tailin Zhou, Zehong Lin, Jun Zhang, Danny H. K. Tsang
Understanding Model Averaging in Federated Learning on Heterogeneous Data. CoRR (2023)
Tailin Zhou, Jun Zhang, Danny H. K. Tsang
Mode Connectivity and Data Heterogeneity of Federated Learning. CoRR (2023)
Jiadong Yu, Ahmad Alhilal, Tailin Zhou, Pan Hui, Danny H. K. Tsang
Attention-based QoE-aware Digital Twin Empowered Edge Computing for Immersive Virtual Reality. CoRR (2023)
Liang Ni, Bo Sun, Su Wang, Danny H. K. Tsang
Dynamic Pricing Mechanism Design for Electric Mobility-on-Demand Systems. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Bo Sun, Lin Yang, Mohammad H. Hajiesmaili, Adam Wierman, John C. S. Lui, Don Towsley, Danny H. K. Tsang
The Online Knapsack Problem with Departures. CoRR (2022)
Jiadong Yu, Yang Li, Xiaolan Liu, Bo Sun, Yuan Wu, Danny H. K. Tsang
IRS Assisted NOMA Aided Mobile Edge Computing with Queue Stability: Heterogeneous Multi-Agent Reinforcement Learning. CoRR (2022)
Xiaolan Liu, Jiadong Yu, Yuanwei Liu, Yue Gao, Toktam Mahmoodi, Sangarapillai Lambotharan, Danny H. K. Tsang
Distributed Intelligence in Wireless Networks. CoRR (2022)
Yuxuan Jiang, Qiang Ye, Bo Sun, Yuan Wu, Danny H. K. Tsang
Data-Driven Coordinated Charging for Electric Vehicles With Continuous Charging Rates: A Deep Policy Gradient Approach. IEEE Internet Things J. 9 (14) (2022)
Xiaoqi Tan, Alberto Leon-Garcia, Yuan Wu, Danny H. K. Tsang
Online Combinatorial Auctions for Resource Allocation with Supply Costs and Capacity Limits. CoRR (2022)
Wenjing Liu, Shanpu Shen, Danny H. K. Tsang, Ranjan K. Mallik, Ross D. Murch
An Efficient Ratio Detector for Ambient Backscatter Communication. CoRR (2022)
Jiadong Yu, Ahmad Alhilal, Pan Hui, Danny H. K. Tsang
6G Mobile-Edge Empowered Metaverse: Requirements, Technologies, Challenges and Research Directions. CoRR (2022)
Wanteng Ma, Ying Cao, Danny H. K. Tsang, Dong Xia
Optimal Regularized Online Convex Allocation by Adaptive Re-Solving. CoRR (2022)
Bo Sun, Yuxuan Jiang, Yuan Wu, Qiang Ye, Danny H. K. Tsang
Performance Analysis of Mobile Cloud Computing With Bursty Demand: A Tandem Queue Model. IEEE Trans. Veh. Technol. 71 (9) (2022)
Lina Liu, Bo Sun, Xiaoqi Tan, Danny H. K. Tsang
Energy-Efficient Resource Allocation and Subchannel Assignment for NOMA-Enabled Multiaccess Edge Computing. IEEE Syst. J. 16 (1) (2022)
Jiadong Yu, Ahmad Alhilal, Pan Hui, Danny H. K. Tsang
Bi-directional Digital Twin and Edge Computing in the Metaverse. CoRR (2022)
Su Wang, Xiaoqi Tan, Tian Liu, Danny H. K. Tsang
Aggregation of Demand-Side Flexibility in Electricity Markets: Negative Impact Analysis and Mitigation Method. IEEE Trans. Smart Grid 12 (1) (2021)
Ying Cao, Bo Sun, Danny H. K. Tsang
Online Network Utility Maximization: Algorithm, Competitive Analysis, and Applications. CoRR (2021)
Wenjing Liu, Shanpu Shen, Danny H. K. Tsang, Ross D. Murch
Enhancing Ambient Backscatter Communication Utilizing Coherent and Non-Coherent Space-Time Codes. IEEE Trans. Wirel. Commun. 20 (10) (2021)
Lina Liu, Bo Sun, Yuan Wu, Danny H. K. Tsang
Latency Optimization for Computation Offloading With Hybrid NOMA-OMA Transmission. IEEE Internet Things J. 8 (8) (2021)
Bo Sun, Lin Yang, Mohammad H. Hajiesmaili, Adam Wierman, John C. S. Lui, Don Towsley, Danny H. K. Tsang
The Online Knapsack Problem with Departures. Proc. ACM Meas. Anal. Comput. Syst. 6 (3) (2021)
Bo Sun, Russell Lee, Mohammad H. Hajiesmaili, Adam Wierman, Danny H. K. Tsang
Pareto-Optimal Learning-Augmented Algorithms for Online Conversion Problems. NeurIPS (2021)
Bo Sun, Ali Zeynali, Tongxin Li, Mohammad Hassan Hajiesmaili, Adam Wierman, Danny H. K. Tsang
Competitive Algorithms for the Online Multiple Knapsack Problem with Application to Electric Vehicle Charging. SIGMETRICS (Abstracts) (2021)
Yuxuan Jiang, Bo Sun, Danny H. K. Tsang
Not Taken for Granted: Configuring Scalable Live Video Streaming Under Throughput Fluctuations in Mobile Edge Networks. IEEE Trans. Veh. Technol. 70 (3) (2021)
Bo Sun, Russell Lee, Mohammad H. Hajiesmaili, Adam Wierman, Danny H. K. Tsang
Pareto-Optimal Learning-Augmented Algorithms for Online Conversion Problems. CoRR (2021)
Lina Liu, Bo Sun, Yuan Wu, Danny H. K. Tsang
Latency Minimization for Computation Offloading with Hybrid Multiple Access Methods. ICNC (2020)
Ying Cao, Bo Sun, Danny H. K. Tsang
Delay-Aware Scheduling over mmWave/Sub-6 Dual Interfaces: A Reinforcement Learning Approach. CoRR (2020)
Xiaoqi Tan, Bo Sun, Alberto Leon-Garcia, Yuan Wu, Danny H. K. Tsang
Mechanism Design for Online Resource Allocation: A Unified Approach. Proc. ACM Meas. Anal. Comput. Syst. 4 (2) (2020)
Xiaoqi Tan, Alberto Leon-Garcia, Yuan Wu, Danny H. K. Tsang
Posted-Price Retailing of Transactive Energy: An Optimal Online Mechanism Without Prediction. IEEE J. Sel. Areas Commun. 38 (1) (2020)
Shuwei Cao, Su Wang, Liang Ni, Danny H. K. Tsang
Voltage/Var Control using Electric Springs in Distribution Networks. ISGT-Europe (2020)
Bo Sun, Ali Zeynali, Tongxin Li, Mohammad Hassan Hajiesmaili, Adam Wierman, Danny H. K. Tsang
Competitive Algorithms for the Online Multiple Knapsack Problem with Application to Electric Vehicle Charging. Proc. ACM Meas. Anal. Comput. Syst. 4 (3) (2020)
Bo Sun, Ali Zeynali, Tongxin Li, Mohammad Hassan Hajiesmaili, Adam Wierman, Danny H. K. Tsang
Competitive Algorithms for the Online Multiple Knapsack Problem with Application to Electric Vehicle Charging. CoRR (2020)
Xiaoqi Tan, Bo Sun, Alberto Leon-Garcia, Yuan Wu, Danny H. K. Tsang
Mechanism Design for Online Resource Allocation: A Unified Approach. SIGMETRICS (Abstracts) (2020)
Yuxuan Jiang, Zhe Huang, Danny H. K. Tsang
On Power-Peak-Aware Scheduling for Large-Scale Shared Clusters. IEEE Trans. Big Data 6 (2) (2020)
Bo Sun, Yuxuan Jiang, Danny H. K. Tsang
When Burstable Instances Meet Mobile Computing: Performance Modeling and Economic Analysis. ICDCS (2020)
Xiaoqi Tan, Bo Sun, Alberto Leon-Garcia, Yuan Wu, Danny H. K. Tsang
Mechanism Design for Online Resource Allocation: A Unified Approach. CoRR (2020)
Ying Cao, Bo Sun, Danny H. K. Tsang
Delay-Aware Scheduling over mmWave/sub-6 Dual Interfaces: A Reinforcement Learning Approach. ICC Workshops (2020)
Xiaoqi Tan, Alberto Leon-Garcia, Yuan Wu, Danny H. K. Tsang
Online Combinatorial Auctions for Resource Allocation With Supply Costs and Capacity Limits. IEEE J. Sel. Areas Commun. 38 (4) (2020)
Ying Cao, Bo Sun, Danny H. K. Tsang
Optimal Online Algorithms for One-Way Trading and Online Knapsack Problems: A Unified Competitive Analysis. CDC (2020)
Bo Sun, Tongxin Li, Steven H. Low, Danny H. K. Tsang
ORC: An Online Competitive Algorithm for Recommendation and Charging Schedule in Electric Vehicle Charging Network. e-Energy (2020)
Yuxuan Jiang, Mohammad Shahrad, David Wentzlaff, Danny H. K. Tsang, Carlee Joe-Wong
Burstable Instances for Clouds: Performance Modeling, Equilibrium Analysis, and Revenue Maximization. IEEE/ACM Trans. Netw. 28 (6) (2020)
Li Ping Qian, Binghua Shi, Yuan Wu, Bo Sun, Danny H. K. Tsang
NOMA-Enabled Mobile Edge Computing for Internet of Things via Joint Communication and Computation Resource Allocations. IEEE Internet Things J. 7 (1) (2020)
Ying Cao, Bo Sun, Danny H. K. Tsang
Optimal Online Algorithms for One-Way Trading and Online Knapsack Problems: A Unified Competitive Analysis. CoRR (2020)
Li Ping Qian, Yuan Wu, Bo Ji, Liang Huang, Danny H. K. Tsang
HybridIoT: Integration of Hierarchical Multiple Access and Computation Offloading for IoT-Based Smart Cities. IEEE Netw. 33 (2) (2019)
Xiaoqi Tan, Alberto Leon-Garcia, Bo Sun, Danny H. K. Tsang
A Novel Online Mechanism for Demand-Side Flexibility Management under Arbitrary Arrivals. e-Energy (2019)
Tian Liu, Bo Sun, Danny H. K. Tsang
Rank-One Solutions for SDP Relaxation of QCQPs in Power Systems. IEEE Trans. Smart Grid 10 (1) (2019)
Bo Sun, Xu Sun, Danny H. K. Tsang, Ward Whitt
Optimal battery purchasing and charging strategy at electric vehicle battery swap stations. Eur. J. Oper. Res. 279 (2) (2019)
Yuxuan Jiang, Mohammad Shahrad, David Wentzlaff, Danny H. K. Tsang, Carlee Joe-Wong
Burstable Instances for Clouds: Performance Modeling, Equilibrium Analysis, and Revenue Maximization. INFOCOM (2019)
Xiaoqi Tan, Guannan Qu, Bo Sun, Na Li, Danny H. K. Tsang
Optimal Scheduling of Battery Charging Station Serving Electric Vehicles Based on Battery Swapping. IEEE Trans. Smart Grid 10 (2) (2019)
Yu Sing Xiao, Danny H. K. Tsang
Interference Alignment Beamforming and Power Allocation for Cognitive MIMO-NOMA Downlink Networks. WCNC (2019)
Lina Liu, Bo Sun, Xiaoqi Tan, Yu Sing Xiao, Danny H. K. Tsang
Energy-efficient Resource Allocation and Channel Assignment for NOMA-based Mobile Edge Computing. WCNC (2019)
Naeimeh Omidvar, An Liu, Vincent K. N. Lau, Danny H. K. Tsang, Mohammad Reza Pakravan
Parallel Stochastic Optimization Framework for Large-Scale Non-Convex Stochastic Problems. CoRR (2019)
Xiaoqi Tan, Alberto Leon-Garcia, Danny H. K. Tsang
Optimal Posted Prices for Online Resource Allocation with Supply Costs. SIGMETRICS Perform. Evaluation Rev. 47 (2) (2019)
Yuan Wu, Kejie Ni, Cheng Zhang, Li Ping Qian, Danny H. K. Tsang
NOMA-Assisted Multi-Access Mobile Edge Computing: A Joint Optimization of Computation Offloading and Time Allocation. IEEE Trans. Veh. Technol. 67 (12) (2018)
Xiaorong Zhu, Xiaodi Gong, Danny H. K. Tsang
The optimal macro control strategies of service providers and micro service selection of users: quantification model based on synergetics. Wirel. Networks 24 (6) (2018)
Yuxuan Jiang, Zhe Huang, Danny H. K. Tsang
Towards Max-Min Fair Resource Allocation for Stream Big Data Analytics in Shared Clouds. IEEE Trans. Big Data 4 (1) (2018)
Yan Zhang, Yuan Wu, Hassnaa Moustafa, Danny H. K. Tsang, Alberto Leon-Garcia, Usman Javaid
Multi-Access Mobile Edge Computing for Heterogeneous IoT. IEEE Commun. Mag. 56 (8) (2018)
Ke Zhang, Yuming Mao, Supeng Leng, Yejun He, Sabita Maharjan, Stein Gjessing, Yan Zhang, Danny H. K. Tsang
Optimal Charging Schemes for Electric Vehicles in Smart Grid: A Contract Theoretic Approach. IEEE Trans. Intell. Transp. Syst. 19 (9) (2018)
Yuan Wu, Li Ping Qian, Haowei Mao, Xiaowei Yang, Haibo Zhou, Xiaoqi Tan, Danny H. K. Tsang
Secrecy-Driven Resource Management for Vehicular Computation Offloading Networks. IEEE Netw. 32 (3) (2018)
Xiaoqi Tan, Bo Sun, Yuan Wu, Danny H. K. Tsang
Asymptotic performance evaluation of battery swapping and charging station for electric vehicles. Perform. Evaluation 119 (2018)
Naeimeh Omidvar, An Liu, Vincent K. N. Lau, Fan Zhang, Danny H. K. Tsang, Mohammad Reza Pakravan
Optimal Hierarchical Radio Resource Management for HetNets With Flexible Backhaul. IEEE Trans. Wirel. Commun. 17 (7) (2018)
Bo Sun, Xiaoqi Tan, Danny H. K. Tsang
Optimal Charging Operation of Battery Swapping and Charging Stations With QoS Guarantee. IEEE Trans. Smart Grid 9 (5) (2018)
Bo Sun, Zhe Huang, Xiaoqi Tan, Danny H. K. Tsang
Optimal Scheduling for Electric Vehicle Charging With Discrete Charging Levels in Distribution Grid. IEEE Trans. Smart Grid 9 (2) (2018)
Sareh Agheb, Xiaoqi Tan, Bo Sun, Danny H. K. Tsang
Contract Design for Aggregating, Trading, and Distributing Reserves in Demand-Side Frequency Regulation. IEEE Trans. Ind. Informatics 14 (6) (2018)
Yan Zhang, Yan Wu, Danny H. K. Tsang, Alberto Leon-Garcia
Guest Editorial Special Section on Energy Informatics for Green Cities. IEEE Trans. Ind. Informatics 14 (4) (2018)
Vamsi Krishna Tumuluru, Danny H. K. Tsang
A Two-Stage Approach for Network Constrained Unit Commitment Problem With Demand Response. IEEE Trans. Smart Grid 9 (2) (2018)
Rong Yu, Jiefei Ding, Sabita Maharjan, Stein Gjessing, Yan Zhang, Danny H. K. Tsang
Decentralized and Optimal Resource Cooperation in Geo-Distributed Mobile Cloud Computing. IEEE Trans. Emerg. Top. Comput. 6 (1) (2018)
Liang Ni, Bo Sun, Xiaoqi Tan, Danny H. K. Tsang
Online Price-based Vehicle-to-Station Recommendations for EV Battery Swapping. SmartGridComm (2018)
Ao Zhang, Bo Sun, Tian Liu, Xiaoqi Tan, Su Wang, Danny H. K. Tsang
Joint voltage and frequency regulation by EV charging scheduling in the distribution network. ISGT (2018)
Wenjin (Jason) Li, Xiaoqi Tan, Bo Sun, Danny H. K. Tsang
Optimal power dispatch of a centralised electric vehicle battery charging station with renewables. IET Commun. 12 (5) (2018)
Yuxuan Jiang, Zhe Huang, Danny H. K. Tsang
Challenges and Solutions in Fog Computing Orchestration. IEEE Netw. 32 (3) (2018)
Yuxuan Jiang, Danny H. K. Tsang
Delay-Aware Task Offloading in Shared Fog Networks. IEEE Internet Things J. 5 (6) (2018)
Xiaoqi Tan, Bo Sun, Yuan Wu, Danny H. K. Tsang
Asymptotic Performance Evaluation of Battery Swapping and Charging Station for Electric Vehicles. CoRR (2017)
Sabita Maharjan, Yan Zhang, Stein Gjessing, Danny H. K. Tsang
User-Centric Demand Response Management in the Smart Grid With Multiple Providers. IEEE Trans. Emerg. Top. Comput. 5 (4) (2017)
Su Wang, Bo Sun, Tian Liu, Xiaoqi Tan, Danny H. K. Tsang
Real-time market-based coordination mechanism for transmission and distribution networks. SmartGridComm (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Danny H. K. Tsang