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Chenghui Peng — most-cited papers & profile · Federated Learning
← authors
·
overview
Chenghui Peng
9
papers ·
16
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Convergence Analysis and System Design for Federated Learning over Wireless Networks
2021 · 3 citations
FedLP: Layer-wise Pruning Mechanism for Communication-Computation Efficient Federated Learning
2023 · 2 citations
Snake Learning: A Communication- and Computation-Efficient Distributed Learning Framework for 6G
2024
How global observation works in Federated Learning: Integrating vertical training into Horizontal Federated Learning
2021
ISFL: Federated Learning for Non-i.i.d. Data with Local Importance Sampling
2022
FedNC: A Secure and Efficient Federated Learning Method with Network Coding
2023
RHFedMTL: Resource-Aware Hierarchical Federated Multi-Task Learning
2023
Top co-authors
Pingyi Fan
· 5
Khaled B. Letaief
· 3
Zheqi Zhu
· 3
and Khaled B. Letaief
· 2
Fei Wang
· 2
Jiaxun Lu
· 2
Rongpeng Li
· 2
Shuo Wan
· 2
Xingfu Yi
· 2
Yuchen Shi
· 2
Yunfeng Shao
· 2
and Zhifeng Zhao
· 1
Topics
Federated Learning
Communication
Optimization
Privacy
Data Heterogeneity