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D

Danny H. K. Tsang

the hong kong university of science and technology

46H-index
413Paper Count
7.6KCitation Count
Published Papers 108
Publication Date
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Decomposition and Successive Decomposition Methods and Algorithms for Nonconvex Optimization
errIEEE Transactions on Signal Processing
IF5.8
err2026-05-25
err0
PREAI
errYiqing Zhai; Ying Cui; Danny H. K. Tsang
errShare
errSave
Masked Generative Models for Real-Time Network Traffic Forecasting
errIEEE Internet of Things Journal
IF8.9
err2026-04-06
err0
PREAI
errLei Deng; Xiao-Yang Liu; Wenhan Xu; Jingwei Li; Danny H. K. Tsang
errShare
errSave
Bayesian End-to-End Learning for FDD-Massive MIMO Physical-Layer Design
errIEEE Transactions on Signal Processing
IF5.8
err2026-03-03
err0
PREAI
errYiyi Gao; Danny H. K. Tsang; Vincent K. N. Lau
errShare
errSave
Vertex-Guided Redundant Constraints Identification for Unit Commitment
errIEEE Transactions on Power Systems
IF7.2
err2026-03-03
err0
PREAI
errXuan He; Yuxin Pan; Yize Chen; Danny H.K. Tsang
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errSave
Modeling and tackling unit commitment constraint screening under uncertainty
errApplied Energy
IF11
err2026-02-24
err0
errOAAI
errXuan He; Honglin Wen; Yufan Zhang; Yize Chen; Danny H.K. Tsang
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errSave
MSfusion: A Dynamic Model Splitting Approach for Resource-Constrained Machines to Collaboratively Train Larger Models
errARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING-ICANN 2025, PT I
IF0
err2026-01-01
err0
PREAI
errXie, Jin; Tsang, Danny H. K.; Li, Songze
errShare
errSave
Reconfigurable Intelligent Surface Aided Mobile Fog Computing: A Space Aggregation-Based Lyapunov Driven Reinforcement Learning Approach
errIEEE Transactions on Mobile Computing
IF9.2
err2025-10-09
err0
PREAI
errWenhan Xu; Cunhua Pan; Yulan Yuan; Yuan Wu; Danny H. K. Tsang
errShare
errSave
Graph-Tensor FISTA-Net: Edge Computing-Aided Deep Learning for Distributed Traffic Data Recovery
errIEEE Transactions on Network Science and Engineering
IF7.9
err2025-07-01
err0
PREAI
errLei Deng; Xiao-Yang Liu; Haifeng Zheng; Xinxin Feng; Ming Zhu; Danny H. K. Tsang
errShare
errSave
Step Size Adaptation for Accelerated Stochastic Momentum Algorithm Using SDE Modeling and Lyapunov Drift Minimization
errieee transactions on image processing
IF5.8
err2025-01-01
err0
PREAI
errYulan Yuan; Danny H. K. Tsang; Vincent K. N. Lau
errShare
errSave
Understanding and Improving Model Averaging in Federated Learning on Heterogeneous Data
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-12-01
err0
PREAI
errZhou, Tailin; Lin, Zehong; Zhang, Jun; Tsang, Danny H. K.
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errSave
Attention-Based QoE-Aware Digital Twin Empowered Edge Computing for Immersive Virtual Reality
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2024-09-01
err0
errOAAI
errYu, Jiadong; Alhilal, Ahmad Yousef; Zhou, Tailin; Hui, Pan; Tsang, Danny H. K.
errShare
errSave
Combining Conjugate Gradient and Momentum for Unconstrained Stochastic Optimization With Applications to Machine Learning
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-07-01
err1
PREAI
errYuan, Yulan; Tsang, Danny H. K.; Lau, Vincent K. N.
errShare
errSave
FedFA: Federated Learning With Feature Anchors to Align Features and Classifiers for Heterogeneous Data
errIEEE TRANSACTIONS ON MOBILE COMPUTING
IF9.2
err2024-06-01
err6
errOAAI
errZhou, Tailin; Zhang, Jun; Tsang, Danny H. K.
errShare
errSave
An Efficient Ratio Detector for Ambient Backscatter Communication
errIEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
IF10.7
err2024-06-01
err0
errOAAI
errLiu, Wenjing; Shen, Shanpu; Tsang, Danny H. K.; Mallik, Ranjan K.; Murch, Ross
errShare
errSave
Structured Bayesian Federated Learning for Green AI: A Decentralized Model Compression Using Turbo-VBI-Based Approach
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-04-01
err1
PREAI
errXia, Chengyu; Tsang, Danny H. K.; Lau, Vincent K. N.
errShare
errSave
A Dynamic Data Trading Marketplace With Externalities
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-04-01
err1
PREAI
errWang, Su; Tsang, Danny H. K.
errShare
errSave
Joint Channel Estimation and Reinforcement-Learning-Based Resource Allocation of Intelligent-Reflecting-Surface-Aided Multicell Mobile Edge Computing
errIEEE INTERNET OF THINGS JOURNAL
IF8.9
err2024-04-01
err2
PREAI
errXu, Wenhan; Yu, Jiadong; Wu, Yuan; Tsang, Danny Hin-Kwok
errShare
errSave
Energy-Latency Aware Intelligent Reflecting Surface Aided Multi-Cell Mobile Edge Computing
errIEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING
IF6.7
err2024-03-01
err0
errOAAI
errXu, Wenhan; Yu, Jiadong; Wu, Yuan; Tsang, Danny H. K.
errShare
errSave
MIMO Ambient Backscatter Communications: Capacity Maximization and Beamforming Optimization
errIEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
IF7.1
err2023-12-01
err3
PREAI
errLiu, Wenjing; Shen, Shanpu; Tsang, Danny H. K.; Murch, Ross
errShare
errSave
A freshwater algae classification system based on machine learning with StyleGAN2-ADA augmentation for limited and imbalanced datasets
errWATER RESEARCH
IF12.4
err2023-09-01
err8
PREAI
errChan, Wang Hin; Fung, Benjamin S. B.; Tsang, Danny H. K.; Lo, Irene M. C.
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errSave

Research Directions

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Co-authors
Cooperation Journals
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张彦 (Yan Zhang)
H-index: 106 · Papers: 1.5K
Y
Yuanwei Liu
H-index: 93 · Papers: 1.3K
W
Ward Whitt
H-index: 91 · Papers: 480
S
Steven H. Low
H-index: 87 · Papers: 554
N
Nirwan Ansari
H-index: 81 · Papers: 856
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