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Joongheon Kim — most-cited papers & profile · Federated Learning
← authors
·
overview
Joongheon Kim
30
papers ·
435
citations ·
35
h-index
Korea University · Ajou University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning
2020 · 57 citations
Trends in Blockchain and Federated Learning for Data Sharing in Distributed Platforms
2021 · 21 citations
Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding
2022 · 4 citations
Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding
2021 · 2 citations
Quantum Split Neural Network Learning using Cross-Channel Pooling
2022 · 2 citations
Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies with COVID-19 CT, X-Ray, and Cholesterol Data
2021
Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks
2021
Multi-Site Clinical Federated Learning using Recursive and Attentive Models and NVFlare
2023
Top co-authors
Won Joon Yun
· 5
Hankyul Baek
· 4
Jihong Park
· 4
Mehdi Bennis
· 4
Soyi Jung
· 4
Mingyue Ji
· 2
and Seehwan Yoo
· 1
Chihoon Hwang
· 1
Gusang Lee
· 1
Haemin Lee
· 1
Jae Pyoung Kim
· 1
Minjae Yoo
· 1
Topics
Federated Learning
Privacy
Communication
Security
Data Heterogeneity
Encryption