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Chaoyang He — most-cited papers & profile · Federated Learning
← authors
·
overview
Chaoyang He
7
papers ·
63
citations ·
24
h-index
Chengdu University of Technology · China Metallurgical Geology Bureau · Changchun Institute of Technology · Geological Exploration Institute of Shandong Zhengyuan
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Most-cited papers
FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System
2023 · 37 citations
Federated Learning for Internet of Things: Applications, Challenges, and Opportunities
2021 · 24 citations
Federated Analytics: A survey
2023 · 2 citations
Partial Model Averaging in Federated Learning: Performance Guarantees and Benefits
2022
Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain
2023
Top co-authors
Salman Avestimehr
· 4
Shanshan Han
· 2
Ahmed Roushdy Elkordy
· 1
Ali Farahanchi
· 1
and Salman Avestimehr
· 1
Anit Kumar Sahu
· 1
Baturalp Buyukates
· 1
Bhaskar Krishnamachari
· 1
Carlee Joe-Wong
· 1
Jiajun Gu
· 1
Jieyi Long
· 1
Lei Gao
· 1
Topics
Federated Learning
Privacy
Communication
Encryption