Shuai WANG
机构: Assistant Professor, University of Electronic Science and Technology of China
每年引用次数
引用次数
引用: 355
H-指数: 9
I10-指数 : 9
出版物: 22
Demystifying Model Averaging for Communication-Efficient Federated Matrix Factorization
Tsung-Hui Chang , Shuai Wang , Richard Cornelius Suwandi
international conference on acoustics speech and signal processing
2021
Is what you measure what you expect? Factors affecting smartphone-based mobile network measurement
Lei Xue , Xiaobo Ma , Xiapu Luo , Le Yu
IEEE INFOCOM 2017 - IEEE Conference on Computer Communications 1 -9
7
2017
Enhancing the Description-to-Behavior Fidelity in Android Apps with Privacy Policy
Le Yu , Xiapu Luo , Chenxiong Qian , Shuai Wang
IEEE Transactions on Software Engineering 44 ( 9) 834 -854
48
2018
Clustering by Orthogonal Non-negative Matrix Factorization: A Sequential Non-convex Penalty Approach
Shuai Wang , Tsung-Hui Chang , Ying Cui , Jong-Shi Pang
ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 5576 -5580
5
2019
Cell Subclass Identification in Single-Cell RNA-Sequencing Data Using Orthogonal Nonnegative Matrix Factorization
Shuai Wang , Peng Wu , Manqi Zhou , Tsung-Hui Chang
international conference on acoustics, speech, and signal processing 876 -880
2018
Adaptive unpacking of Android apps
Lei Xue , Xiapu Luo , Le Yu , Shuai Wang
international conference on software engineering 358 -369
87
2017
Revisiting the Description-to-Behavior Fidelity in Android Applications
Le Yu , Xiapu Luo , Chenxiong Qian , Shuai Wang
ieee international conference on software analysis evolution and reengineering 1 415 -426
16
2016
Differentially Private Federated Learning in Edge Networks: The Perspective of Noise Reduction
Yiwei Li , Shuai Wang , Chong-Yung Chi , Tony QS Quek
IEEE Network 36 ( 5) 167 -172
1
2022
Differentially private federated clustering over non-IID data
Yiwei Li , Shuai Wang , Chong-Yung Chi , Tony QS Quek
IEEE Internet of Things Journal
6
2023
Beyond ADMM: a unified client-variance-reduced adaptive federated learning framework
Shuai Wang , Yanqing Xu , Zhiguo Wang , Tsung-Hui Chang
Proceedings of the AAAI Conference on Artificial Intelligence 37 ( 8) 10175 -10183
4
2023
Boosting Semi-Supervised Federated Learning with Model Personalization and Client-Variance-Reduction
Shuai Wang , Yanqing Xu , Yanli Yuan , Xiuhua Wang
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 1 -5
2
2023
Privacy-Preserving Federated Primal-Dual Learning for Non-Convex Problems With Non-Smooth Regularization
Yiwei Li , Chien-Wei Huang , Shuai Wang , Chong-Yung Chi
2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP) 1 -6
1
2023
Towards fast personalized semi-supervised federated learning in edge networks: Algorithm design and theoretical guarantee
Shuai Wang , Yanqing Xu , Yanli Yuan , Tony QS Quek
IEEE Transactions on Wireless Communications
1
2023
Privacy-Preserving Federated Primal-Dual Learning for Non-Convex and Non-Smooth Problems With Model Sparsification
Yiwei Li , Chien-Wei Huang , Shuai Wang , Chong-Yung Chi
IEEE Internet of Things Journal
2024
Clustering by orthogonal NMF model and non-convex penalty optimization
Shuai Wang , Tsung-Hui Chang , Ying Cui , Jong-Shi Pang
IEEE Transactions on Signal Processing 69 5273 -5288
30
2021
Federated stochastic primal-dual learning with differential privacy
Yiwei Li , Shuai Wang , Tsung-Hui Chang , Chong-Yung Chi
arXiv preprint arXiv:2204.12284
10
2022
A Convex Optimization Assisted DDQL Algorithm for Computing Resource Allocation in Space-Aerial Integrated Network
Meng-Hsuan Lin , Yiwei Li , Shuai Wang , Ruihong Jiang
2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring) 1 -7
1
2023
Federated matrix factorization: Algorithm design and application to data clustering
Shuai Wang , Tsung-Hui Chang
IEEE Transactions on Signal Processing 70 1625 -1640
23
2022
Energy Efficiency Maximization for Downlink NOMA Designs Via Symbol-Level Precoding
Yanqing Xu , Fang Fang , Shuai Wang , Donghong Cai
IEEE Transactions on Vehicular Technology
2024
SIC-Free NOMA Designs Via Symbol-Level Precoding
Yanqing Xu , Fang Fang , Shuai Wang , Donghong Cai
GLOBECOM 2023-2023 IEEE Global Communications Conference 3621 -3626
2023