Hongbin Zhu

Federated Learning with Class Imbalance Reduction

Miao Yang, Ximin Wang, Hongbin Zhu et al. · 2021 29th European Signal Processing Conference (EUSIPCO) · 2021 · 125 citations

Artificial Intelligence, Engineering, Machine Learning +15

Online Client Selection for Asynchronous Federated Learning With Fairness Consideration

Hongbin Zhu, Yong Zhou, Hua Qian et al. · IEEE Transactions on Wireless Communications · 2022 · 62 citations

Decentralized Machine Learning, Online Client Selection, Data Science +13

Client Selection for Federated Learning With Label Noise

Miao Yang, Hua Qian, Ximin Wang et al. · IEEE Transactions on Vehicular Technology · 2021 · 61 citations

Artificial Intelligence, Engineering, Machine Learning +17

An Improved Federated Learning Algorithm for Privacy Preserving in Cybertwin-Driven 6G System

Miao Yang, Wang Xi-min, Hua Qian et al. · IEEE Transactions on Industrial Informatics · 2022 · 31 citations

Engineering, Machine Learning, Information Security +24

On the Performance of Fully-Connected and Sub-Connected Hybrid Beamforming System

Shaojun Wan, Hongbin Zhu, Kai Kang et al. · IEEE Transactions on Vehicular Technology · 2021 · 27 citations

Wireless Communications, Fc Architecture, Mimo System +13