Youngjoon Lee
Scholar

Youngjoon Lee

Google Scholar ID: 9ReU4VYAAAAJ
Ph.D. student, KAIST
machine learningdistributed learningprivacy-preserving
Google Scholar↗
Citations & Impact
All-time
Citations
39
 
H-index
3
 
i10-index
1
 
Publications
19
 
Co-authors
6
list available
Contact
No contact links provided.
Publications
12 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
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
Debunking Optimization Myths in Federated Learning for Medical Image Classification
2025
Cited
0
Improving Generalizability of Kolmogorov-Arnold Networks via Error-Correcting Output Codes
2025
Cited
0
A Unified Benchmark of Federated Learning with Kolmogorov-Arnold Networks for Medical Imaging
2025
Cited
0
Revisit the Stability of Vanilla Federated Learning Under Diverse Conditions
2025
Cited
0
Resume (English only)
Co-authors
6 total
Joonhyuk Kang
Joonhyuk Kang
Professor of Electrical Engineering, KAIST
Sangwoo Park
Sangwoo Park
Research Fellow @ King's College London
Jinu Gong
Jinu Gong
Assistant Professor at Hansung University
Jin-Hyun Ahn
Jin-Hyun Ahn
Assistant Professor, Myongji University
Co-author 5
Co-author 5
Yang Cao
Yang Cao
Institute of Science Tokyo (formerly Tokyo Tech)