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Joonhyuk Kang — most-cited papers & profile · Federated Learning
← authors
·
overview
Joonhyuk Kang
20
papers ·
13
citations ·
24
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
A Unified Benchmark of Federated Learning with Kolmogorov-Arnold Networks for Medical Imaging
2025 · 1 citations
Beyond Fixed Rounds: Data-Free Early Stopping for Practical Federated Learning
2026
CG-FKAN: Compressed-Grid Federated Kolmogorov-Arnold Networks for Communication Constrained Environment
2025
Debunking Optimization Myths in Federated Learning for Medical Image Classification
2025
FedEFC: Federated Learning Using Enhanced Forward Correction Against Noisy Labels
2025
GeFL: Model-Agnostic Federated Learning with Generative Models
2024
Exploring Potential Prompt Injection Attacks in Federated Military LLMs and Their Mitigation
2025
Embedding Byzantine Fault Tolerance into Federated Learning via Consistency Scoring
2024
Generative AI-Powered Plugin for Robust Federated Learning in Heterogeneous IoT Networks
2024
Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data
2019
Bayesian Variational Federated Learning and Unlearning in Decentralized Networks
2021
Fast-Convergent Federated Learning via Cyclic Aggregation
2022
Top co-authors
Youngjoon Lee
· 10
Jinu Gong
· 9
Honggu Kang
· 3
Jin-Hyun Ahn
· 3
Osvaldo Simeone
· 3
Hyukjoon Lee
· 2
Sangwoo Park
· 2
Seohyeon Cha
· 2
Seunghun Yu
· 2
Yang Cao
· 2
Andy Luo
· 1
Jinhyun Ahn
· 1
Topics
Federated Learning
Privacy
cs.LG
Communication
Security
eess.IV
eess.SP
Adversarial Attacks
Edge Computing
Data Heterogeneity