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Hyesung Kim — most-cited papers & profile · Federated Learning
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Hyesung Kim
8
papers ·
480
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data
2018 · 443 citations
Multi-hop Federated Private Data Augmentation with Sample Compression
2019 · 21 citations
Blockchained On-Device Federated Learning
2018 · 15 citations
Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup
2020 · 1 citations
Federated Reinforcement Distillation with Proxy Experience Memory
2019
Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning
2020
Top co-authors
Jihong Park
· 6
Mehdi Bennis
· 6
Seong-Lyun Kim
· 4
Eunjeong Jeong
· 3
Seungeun Oh
· 3
and Seong-Lyun Kim
· 2
Han Cha
· 2
Topics
Federated Learning
Communication
Privacy
Edge Computing
Optimization
Security
Data Heterogeneity