Guangmeng Zhou

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 4

Top Topics

Elementary School

Computationally Expensive

Dynamically Adjust

Collaborative Learning

Top Venues

USENIX Security Symposium

IEEE/ACM Trans. Netw.

Publications

Guangmeng Zhou, Qi Li, Yang Liu, Yi Zhao, Qi Tan, Su Yao, Ke Xu
FedPAGE: Pruning Adaptively Toward Global Efficiency of Heterogeneous Federated Learning. IEEE/ACM Trans. Netw. 32 (3) (2024)
Guangmeng Zhou, Zhuotao Liu, Chuanpu Fu, Qi Li, Ke Xu
An Efficient Design of Intelligent Network Data Plane. USENIX Security Symposium (2023)
Yang Liu, Yi Zhao, Guangmeng Zhou, Ke Xu
FedPrune: Personalized and Communication-Efficient Federated Learning on Non-IID Data. ICONIP (5) (2021)
Guangmeng Zhou, Ke Xu, Qi Li, Yang Liu, Yi Zhao
AdaptCL: Efficient Collaborative Learning with Dynamic and Adaptive Pruning. CoRR (2021)