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Chenghui Peng β most-cited papers & profile Β· Federated Learning
β authors
Β·
overview
Chenghui Peng
11
papers Β·
16
citations
Google Scholar β
Semantic Scholar β
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Most-cited papers
Convergence Analysis and System Design for Federated Learning over Wireless Networks
2021 Β· 3 citations
FedLP: Layer-wise Pruning Mechanism for Communication-Computation Efficient Federated Learning
2023 Β· 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
Yuchen Shi
Β· 3
Fei Wang
Β· 2
Rongpeng Li
Β· 2
Honggang Zhang
Β· 1
Zhifeng Zhao
Β· 1
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Federated Learning
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Privacy
Data Heterogeneity