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Joonhyuk Kang — most-cited papers & profile · Federated Learning
← authors
·
overview
Joonhyuk Kang
13
papers ·
10
citations ·
25
h-index
Korea Advanced Institute of Science and Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Revisit the Stability of Vanilla Federated Learning Under Diverse Conditions
2025 · 6 citations
Cooperative Learning via Federated Distillation over Fading Channels
2020 · 2 citations
Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance
2022 · 2 citations
CG-FKAN: Compressed-Grid Federated Kolmogorov-Arnold Networks for Communication Constrained Environment
2025
GeFL: Model-Agnostic Federated Learning with Generative Models
2024
Embedding Byzantine Fault Tolerance into Federated Learning via Consistency Scoring
2024
Generative AI-Powered Plugin for Robust Federated Learning in Heterogeneous IoT Networks
2024
Bayesian Variational Federated Learning and Unlearning in Decentralized Networks
2021
Fast-Convergent Federated Learning via Cyclic Aggregation
2022
NeFL: Nested Model Scaling for Federated Learning with System Heterogeneous Clients
2023
FedSplitX: Federated Split Learning for Computationally-Constrained Heterogeneous Clients
2023
Top co-authors
Youngjoon Lee
· 5
Jinu Gong
· 4
Honggu Kang
· 3
Osvaldo Simeone
· 2
Sangwoo Park
· 2
Seohyeon Cha
· 2
Jinhyun Ahn
· 1
Jin-Hyun Ahn
· 1
Jinu Gong
· 1
Jinwoo Shin
· 1
Jiyun Shin
· 1
Jongmyeong Lee
· 1
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