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Hongyi Wang — most-cited papers & profile · Federated Learning
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overview
Hongyi Wang
8
papers ·
639
citations
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Semantic Scholar ↗
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Most-cited papers
FedML: A Research Library and Benchmark for Federated Machine Learning
2020 · 358 citations
A Field Guide to Federated Optimization
2021 · 167 citations
Attack of the Tails: Yes, You Really Can Backdoor Federated Learning
2020 · 111 citations
Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation
2022 · 2 citations
Federated Learning as Variational Inference: A Scalable Expectation Propagation Approach
2023 · 1 citations
Top co-authors
Chaoyang He
· 2
Mi Zhang
· 2
Salman Avestimehr
· 2
Abhishek Singh
· 1
Advait Gadhikar
· 1
Alex Ingerman
· 1
Ameet Talwalkar
· 1
Ananda Theertha Suresh
· 1
Andrew Gelman
· 1
Andrew Hard
· 1
Antonious M. Girgis
· 1
Blaise Agüera y Arcas
· 1
Topics
Federated Learning
Optimization
Privacy
Adversarial Attacks
Security
Edge Computing
Communication
Data Heterogeneity