Zhe Qu

LoMar: A Local Defense Against Poisoning Attack on Federated Learning

Xingyu Li, Zhe Qu, Shangqing Zhao et al. · IEEE Transactions on Dependable and Secure Computing · 2021 · 127 citations

Engineering, Machine Learning, Information Security +19

Context-Aware Online Client Selection for Hierarchical Federated Learning

Zhe Qu, Rui Duan, Lixing Chen et al. · IEEE Transactions on Parallel and Distributed Systems · 2022 · 88 citations

Engineering, Machine Learning, Federated Structure +19

FedLGA: Toward System-Heterogeneity of Federated Learning via Local Gradient Approximation

Xingyu Li, Zhe Qu, Bo Tang et al. · IEEE Transactions on Cybernetics · 2023 · 35 citations

Artificial Intelligence, Decentralized Machine Learning, Machine Learning +13

On the Convergence of Multi-Server Federated Learning With Overlapping Area

Zhe Qu, Xingyu Li, Jie Xu et al. · IEEE Transactions on Mobile Computing · 2022 · 27 citations

Cluster Computing, Engineering, Machine Learning +18

A High Efficient and Real Time Data Aggregation Scheme for WSNs

Tao Du, Zhe Qu, Qingbei Guo et al. · International Journal of Distributed Sensor Networks · 2015 · 25 citations · Full text

Cluster Computing, Engineering, Data Aggregation +18