Youngjoon Lee

According to our database, Youngjoon Lee authored at least 16 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Debunking Optimization Myths in Federated Learning for Medical Image Classification.

Youngjoon Lee, Hyukjoon Lee, Jinu Gong, Yang Cao, Joonhyuk Kang

CoRR, July, 2025

Improving Generalizability of Kolmogorov-Arnold Networks via Error-Correcting Output Codes.

Youngjoon Lee, Jinu Gong, Joonhyuk Kang

CoRR, May, 2025

A Unified Benchmark of Federated Learning with Kolmogorov-Arnold Networks for Medical Imaging.

Youngjoon Lee, Jinu Gong, Joonhyuk Kang

CoRR, April, 2025

ROK Defense M&S in the Age of Hyperscale AI: Concepts, Challenges, and Future Directions.

Youngjoon Lee, Taehyun Park, Yeongjoon Kang, Jonghoe Kim, Joonhyuk Kang

IEEE Internet Things Mag., March, 2025

Exploring Potential Prompt Injection Attacks in Federated Military LLMs and Their Mitigation.

Youngjoon Lee, Taehyun Park, Yunho Lee, Jinu Gong, Joonhyuk Kang

CoRR, January, 2025

Revisit the Stability of Vanilla Federated Learning Under Diverse Conditions.

Youngjoon Lee, Jinu Gong, Sun Choi, Joonhyuk Kang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

Embedding Byzantine Fault Tolerance into Federated Learning via Virtual Data-Driven Consistency Scoring Plugin.

Youngjoon Lee, Jinu Gong, Joonhyuk Kang

CoRR, 2024

Generative AI-Powered Plugin for Robust Federated Learning in Heterogeneous IoT Networks.

Youngjoon Lee, Jinu Gong, Joonhyuk Kang

CoRR, 2024

Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance.

Youngjoon Lee, Sangwoo Park, Joonhyuk Kang

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

2023

Byzantine-Resilient Federated Learning via Reverse Aggregation.

Youngjoon Lee, Sangwoo Park, Joonhyuk Kang

Proceedings of the 2023 IEEE Virtual Conference on Communications (VCC), 2023

Fast-Convergent Federated Learning via Cyclic Aggregation.

Youngjoon Lee, Sangwoo Park, Joonhyuk Kang

Proceedings of the IEEE International Conference on Image Processing, 2023

2022

Accelerated Federated Learning via Greedy Aggregation.

Youngjoon Lee, Sangwoo Park, Jin-Hyun Ahn, Joonhyuk Kang

IEEE Commun. Lett., 2022

2020

VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment Retrieval.

Minuk Ma, Sunjae Yoon, Junyeong Kim, Youngjoon Lee, Sunghun Kang, Chang D. Yoo

Proceedings of the Computer Vision - ECCV 2020, 2020

2009

OpenMP-based parallel implementation of a continuous speech recognizer on a multi-core system.

Kisun You, Youngjoon Lee, Wonyong Sung

Proceedings of the IEEE International Conference on Acoustics, 2009

2007

Performance Optimization of a Multimedia Player on a Mobile CPU Platform.

Hoseok Chang, Youngjoon Lee, Wonyong Sung

Proceedings of the IEEE Workshop on Signal Processing Systems, 2007

Mobile CPU Based Optimization of Fast Likelihood Computation for Continuous Speech Recognition.

Kisun You, Youngjoon Lee, Wonyong Sung

Proceedings of the IEEE International Conference on Acoustics, 2007