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Shengyuan Hu — most-cited papers & profile · Federated Learning
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overview
Shengyuan Hu
6
papers ·
263
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Ditto: Fair and Robust Federated Learning Through Personalization
2020 · 219 citations
On Privacy and Personalization in Cross-Silo Federated Learning
2022 · 20 citations
FedSynth: Gradient Compression via Synthetic Data in Federated Learning
2022 · 18 citations
Private Multi-Task Learning: Formulation and Applications to Federated Learning
2021 · 4 citations
Fair Federated Learning via Bounded Group Loss
2022 · 2 citations
Federated Learning as a Network Effects Game
2023
Top co-authors
Virginia Smith
· 5
Zhiwei Steven Wu
· 4
Ahmad Beirami
· 1
Dung Daniel Ngo
· 1
Hongyuan Zhan
· 1
Jack Goetz
· 1
Kshitiz Malik
· 1
Shuran Zheng
· 1
Tian Li
· 1
Yue Liu
· 1
Zhe Liu
· 1
Ziyu Liu
· 1
Topics
Federated Learning
Optimization
Privacy
Data Heterogeneity
Adversarial Attacks
Communication