Joonhyuk Kang
Scholar

Joonhyuk Kang

Google Scholar ID: F0gvhmIAAAAJ
Professor of Electrical Engineering, KAIST
Signal Processing and Machine Learning for Wireless Communication Systems
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Citations & Impact
All-time
Citations
2,971
 
H-index
26
 
i10-index
58
 
Publications
20
 
Co-authors
4
list available
Contact
No contact links provided.
Publications
20 items
Beyond Fixed Rounds: Data-Free Early Stopping for Practical Federated Learning
2026
Cited
0
When to Stop Federated Learning: Zero-Shot Generation of Synthetic Validation Data with Generative AI for Early Stopping
2025
Cited
0
VLF-MSC: Vision-Language Feature-Based Multimodal Semantic Communication System
2025
Cited
0
CG-FKAN: Compressed-Grid Federated Kolmogorov-Arnold Networks for Communication Constrained Environment
2025
Cited
0
Forecasting-Based Biomedical Time-series Data Synthesis for Open Data and Robust AI
2025
Cited
0
SHEFL: Resource-Aware Aggregation and Sparsification in Heterogeneous Ensemble Federated Learning
2025
Cited
0
Data-Efficient Prediction-Powered Calibration via Cross-Validation
2025
Cited
0
Debunking Optimization Myths in Federated Learning for Medical Image Classification
2025
Cited
0
Resume (English only)
Co-authors
4 total
Osvaldo Simeone
Osvaldo Simeone
King's College London
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Chan-Byoung Chae
Chan-Byoung Chae
Underwood Distinguished Professor, Yonsei University, IEEE Fellow