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Sung Ju Hwang — most-cited papers & profile · Federated Learning
← authors
·
overview
Sung Ju Hwang
45
papers ·
395
citations ·
34
h-index
Korea Advanced Institute of Science and Technology · International Graduate School of English
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Most-cited papers
FedMix: Approximation of Mixup under Mean Augmented Federated Learning
2021 · 67 citations
Federated Continual Learning with Weighted Inter-client Transfer
2020 · 31 citations
Personalized Subgraph Federated Learning
2022 · 11 citations
Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization
2022 · 5 citations
Factorized-FL: Agnostic Personalized Federated Learning with Kernel Factorization & Similarity Matching
2022 · 1 citations
FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA
2025
FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA
2025
FedRand: Enhancing Privacy in Federated Learning with Randomized LoRA Subparameter Updates
2025
Top co-authors
Wonyong Jeong
· 4
Sangwoo Park
· 3
Dominik Wagner
· 2
Dong Bok Lee
· 2
Eunho Yang
· 2
Haebin Seong
· 2
Jaehong Yoon
· 2
Juho Lee
· 2
Seanie Lee
· 2
Tobias Bocklet
· 2
Byungjoo Kim
· 1
Geon Park
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization
Communication