Publication
Phase-Synchronization-Based Federated Learning for Edge Computing Over Decentralized Networks
Authors: Minhoe Kim, Jungwon Seo, Woong-Hee Lee
IEEE Transactions on Vehicular Technology • 2026
Journal
GC-Fed: Gradient Centralized Federated Learning with Partial Client Participation
Authors: Jungwon Seo, Ferhat Ozgur Catak, Chunming Rong, Kibeom Hong, Minhoe Kim
Information Fusion • 2026
Journal
Trustworthy AI for Safety-Critical Systems: Toward Robustness, Adversarial Resilience, and Uncertainty-Aware Intelligence
Authors: Ferhat Ozgur Catak, Jungwon Seo
Book Chapter (CRC Press) • 2026
Book Chapter
FedShift: Robust Federated Learning Aggregation Scheme in Resource Constrained Environment via Weight Shifting
Authors: Jungwon Seo, Chunming Rong, Minhoe Kim
IEEE Access • 2025
Journal
Federated Large Domain Model System
Authors: Chunming Rong, Jungwon Seo, Zihan Zhao, Ferhat Ozgur Catak, Jiahui Geng, Martin Gilje Jaatun
Blockchain: Research and Applications • 2025
Journal
ProxyLLM: LLM-Driven Framework for Customer Support Through Text-Style Transfer
Authors: Sehyung Jo, Jungwon Seo
ECML PKDD • 2025
Conference
Understanding Federated Learning from IID to Non-IID dataset: An Experimental Study
Authors: Jungwon Seo, Ferhat Ozgur Catak, Chunming Rong
Norsk IKT-konferanse for forskning og utdanning • 2024
Conference
Federated AI Chat System: Tackling Tacit Knowledge Management
Authors: Jungwon Seo, Boyu Cui, Chunming Rong
85th EAGE Annual Conference & Exhibition • 2024
Conference
Flexible and secure code deployment in federated learning using large language models: Prompt engineering to enhance malicious code detection
Authors: Jungwon Seo, Nan Zhang, Chunming Rong
IEEE CloudCom • 2023
Conference
