Youngjoon Lee - RankMe

33 papers A 1B 5Misc 1Journal 19Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Beyond Fixed Rounds: Data-Free Early Stopping for Practical Federated Learning. CoRR Youngjoon Lee, Hyukjoon Lee, Seungrok Jung, Andy Luo, Jinu Gong, Yang Cao, Joonhyuk Kang
2026	J	`jnl`	CG-FKAN: Compressed-Grid Federated Kolmogorov-Arnold Networks for Communication Constrained Environment. IEEE Commun. Lett. Seunghun Yu, Youngjoon Lee, Jinu Gong, Joonhyuk Kang
2026	J	`jnl`	Forecasting-based biomedical time-series data synthesis for open data and robust AI. Comput. Biol. Medicine Youngjoon Lee, Seongmin Cho, Yehhyun Jo, Jinu Gong, Hyunjoo Jenny Lee, Joonhyuk Kang
2025	J	`jnl`	A Unified Benchmark of Federated Learning with Kolmogorov-Arnold Networks for Medical Imaging. CoRR Youngjoon Lee, Jinu Gong, Joonhyuk Kang
2025	J	`jnl`	CG-FKAN: Compressed-Grid Federated Kolmogorov-Arnold Networks for Communication Constrained Environment. CoRR Seunghun Yu, Youngjoon Lee, Jinu Gong, Joonhyuk Kang
2025	—	`conf`	Debunking Optimization Myths in Federated Learning for Medical Image Classification. EMA4MICCAI Youngjoon Lee, Hyukjoon Lee, Jinu Gong, Yang Cao, Joonhyuk Kang
2025	J	`jnl`	Debunking Optimization Myths in Federated Learning for Medical Image Classification. CoRR Youngjoon Lee, Hyukjoon Lee, Jinu Gong, Yang Cao, Joonhyuk Kang
2025	A	`conf`	Deceptive Synthetic Updates: Stealth Free-Rider Attack on Model Aggregation in Federated Learning. CIKM Youngjoon Lee, Jinu Gong, Joonhyuk Kang
2025	B	`conf`	Embedding Byzantine Fault Tolerance into Federated Learning via Consistency Scoring. GLOBECOM Youngjoon Lee, Jinu Gong, Joonhyuk Kang
2025	B	`conf`	Exploring Potential Prompt Injection Attacks in Federated Military LLMs and Their Mitigation. IEEE Big Data Youngjoon Lee, Taehyun Park, Yunho Lee, Jinu Gong, Joonhyuk Kang
2025	J	`jnl`	Exploring Potential Prompt Injection Attacks in Federated Military LLMs and Their Mitigation. CoRR Youngjoon Lee, Taehyun Park, Yunho Lee, Jinu Gong, Joonhyuk Kang
2025	J	`jnl`	Forecasting-Based Biomedical Time-series Data Synthesis for Open Data and Robust AI. CoRR Youngjoon Lee, Seongmin Cho, Yehhyun Jo, Jinu Gong, Hyunjoo Jenny Lee, Joonhyuk Kang
2025	B	`conf`	Generative AI-Powered Plugin for Robust Federated Learning in Heterogeneous IoT Networks. IEEE Big Data Youngjoon Lee, Jinu Gong, Joonhyuk Kang
2025	J	`jnl`	Improving Generalizability of Kolmogorov-Arnold Networks via Error-Correcting Output Codes. CoRR Youngjoon Lee, Jinu Gong, Joonhyuk Kang
2025	J	`jnl`	ROK Defense M&S in the Age of Hyperscale AI: Concepts, Challenges, and Future Directions. IEEE Internet Things Mag. Youngjoon Lee, Taehyun Park, Yeongjoon Kang, Jonghoe Kim, Joonhyuk Kang
2025	—	`conf`	Revisit the Stability of Vanilla Federated Learning Under Diverse Conditions. MICCAI (14) Youngjoon Lee, Jinu Gong, Sun Choi, Joonhyuk Kang
2025	J	`jnl`	Revisit the Stability of Vanilla Federated Learning Under Diverse Conditions. CoRR Youngjoon Lee, Jinu Gong, Sun Choi, Joonhyuk Kang
2025	B	`conf`	When to Stop Federated Learning: Zero-Shot Generation of Synthetic Validation Data With Generative AI for Early Stopping. IEEE Big Data Youngjoon Lee, Hyukjoon Lee, Jinu Gong, Yang Cao, Joonhyuk Kang
2025	J	`jnl`	When to Stop Federated Learning: Zero-Shot Generation of Synthetic Validation Data with Generative AI for Early Stopping. CoRR Youngjoon Lee, Hyukjoon Lee, Jinu Gong, Yang Cao, Joonhyuk Kang
2024	J	`jnl`	Embedding Byzantine Fault Tolerance into Federated Learning via Virtual Data-Driven Consistency Scoring Plugin. CoRR Youngjoon Lee, Jinu Gong, Joonhyuk Kang
2024	J	`jnl`	Generative AI-Powered Plugin for Robust Federated Learning in Heterogeneous IoT Networks. CoRR Youngjoon Lee, Jinu Gong, Joonhyuk Kang
2024	J	`jnl`	ROK Defense M&S in the Age of Hyperscale AI: Concepts, Challenges, and Future Directions. CoRR Youngjoon Lee, Taehyun Park, Yeongjoon Kang, Jonghoe Kim, Joonhyuk Kang
2024	—	`conf`	Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance. ISBI Youngjoon Lee, Sangwoo Park, Joonhyuk Kang
2023	—	`conf`	Byzantine-Resilient Federated Learning via Reverse Aggregation. VCC Youngjoon Lee, Sangwoo Park, Joonhyuk Kang
2023	B	`conf`	Fast-Convergent Federated Learning via Cyclic Aggregation. ICIP Youngjoon Lee, Sangwoo Park, Joonhyuk Kang
2022	J	`jnl`	Accelerated Federated Learning via Greedy Aggregation. IEEE Commun. Lett. Youngjoon Lee, Sangwoo Park, Jin-Hyun Ahn, Joonhyuk Kang
2022	J	`jnl`	Fast-Convergent Federated Learning via Cyclic Aggregation. CoRR Youngjoon Lee, Sangwoo Park, Joonhyuk Kang
2022	J	`jnl`	Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance. CoRR Youngjoon Lee, Sangwoo Park, Joonhyuk Kang
2020	—	`conf`	VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment Retrieval. ECCV (28) Minuk Ma, Sunjae Yoon, Junyeong Kim, Youngjoon Lee, Sunghun Kang, Chang D. Yoo
2020	J	`jnl`	VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment Retrieval. CoRR Minuk Ma, Sunjae Yoon, Junyeong Kim, Youngjoon Lee, Sunghun Kang, Chang D. Yoo
2009	Misc	`conf`	OpenMP-based parallel implementation of a continuous speech recognizer on a multi-core system. ICASSP Kisun You, Youngjoon Lee, Wonyong Sung
2007	—	`conf`	Mobile CPU Based Optimization of Fast Likelihood Computation for Continuous Speech Recognition. ICASSP (4) Kisun You, Youngjoon Lee, Wonyong Sung
2007	—	`conf`	Performance Optimization of a Multimedia Player on a Mobile CPU Platform. SiPS Hoseok Chang, Youngjoon Lee, Wonyong Sung