Shuai Wang
Orcid: 0000-0001-6457-9478Affiliations:
- Singapore University of Technology and Design, Information Systems Technology and Design Pillar, Tampines, Singapore
- Chinese University of Hong Kong, School of Science and Engineering, Shenzhen, China (PhD 2021)
- Hong Kong University of Science and Technology, Hong Kong (2014-2016)
According to our database1,
Shuai Wang
authored at least 14 papers
between 2018 and 2024.
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Bibliography
2024
Toward Fast Personalized Semi-Supervised Federated Learning in Edge Networks: Algorithm Design and Theoretical Guarantee.
IEEE Trans. Wirel. Commun., February, 2024
IEEE Internet Things J., February, 2024
2023
Privacy-preserving Federated Primal-dual Learning for Non-convex and Non-smooth Problems with Model Sparsification.
CoRR, 2023
Towards Fast Personalized Semi-Supervised Federated Learning in Edge Networks: Algorithm Design and Theoretical Guarantee.
CoRR, 2023
Boosting Semi-Supervised Federated Learning with Model Personalization and Client-Variance-Reduction.
Proceedings of the IEEE International Conference on Acoustics, 2023
Beyond ADMM: A Unified Client-Variance-Reduced Adaptive Federated Learning Framework.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
IEEE Trans. Signal Process., 2022
Proceedings of the Game Theory for Networks, 2022
2021
IEEE Trans. Signal Process., 2021
Demystifying Model Averaging for Communication-Efficient Federated Matrix Factorization.
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Federated Clustering via Matrix Factorization Models: From Model Averaging to Gradient Sharing.
CoRR, 2020
2019
Clustering by Orthogonal Non-negative Matrix Factorization: A Sequential Non-convex Penalty Approach.
Proceedings of the IEEE International Conference on Acoustics, 2019
2018
Cell Subclass Identification in Single-Cell RNA-Sequencing Data Using Orthogonal Nonnegative Matrix Factorization.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018