Concepedia

Chaoyang He

CH

Statistics

Publications

38

Citations

7.3K

H-Index

24

Active since

2019

Affiliations

University of Southern California(Current)

California Southern University

Tencent (China)

Inha University

Hong Kong University of Science and Technology

Chaoyang He is an author at University of Southern California specializing in computing, computer science, and machine learning.

Publications per year

2019–2023

38

Publications

38

Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.7K citations · Full text

Computing, Computer Science, Data Science +14

Federated Learning for the Internet of Things: Applications, Challenges, and Opportunities

Tuo Zhang, Lei Gao, Chaoyang He et al. · IEEE Internet of Things Magazine · 2022 · 369 citations

Computing, Information Technology, Data Management +15

FedML: A Research Library and Benchmark for Federated Machine Learning

Chaoyang He, Songze Li, Jinhyun So et al. · arXiv (Cornell University) · 2020 · 358 citations · Full text

Computing, Computer Science, Algorithms +12

Group Knowledge Transfer: Federated Learning of Large CNNs at the Edge

Chaoyang He, Murali Annavaram, Salman Avestimehr · arXiv (Cornell University) · 2020 · 190 citations · Full text

Computing, Computer Science, Edge Computing +16

A Field Guide to Federated Optimization

Jianyu Wang, Zachary Charles, Zheng Xu et al. · arXiv (Cornell University) · 2021 · 167 citations · Full text

Computing, Computer Science, Algorithms +16

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