38 citations · 76 across the 12 of their papers we have counts for
5 papers · 1 filter
Privacy-Enhanced Over-the-Air Federated Learning via Client-Driven Power Balancing
Bumjun Kim, Hyowoon Seo, Wan Choi
This paper introduces a novel privacy-enhanced over-the-air Federated Learning (OTA-FL) framework using client-driven power balancing (CDPB) to address privacy concerns in OTA-FL s…
Semantic Communication and Control Co-Design for Multi-Objective Distinct Dynamics
Abanoub M. Girgis, Hyowoon Seo, Mehdi Bennis
This letter introduces a machine-learning approach to learning the semantic dynamics of correlated systems with different control rules and dynamics. By leveraging the Koopman oper…
Terahertz Communication Multi-UAV-Assisted Mobile Edge Computing System
Heekang Song, Hyowoon Seo, Wan Choi
Mobile edge computing (MEC) and terahertz (THz)enabled unmanned aerial vehicle (UAV) communication systems are gaining significant attention for improving user service delays in fu…
Universal Joint Source-Channel Coding for Modulation-Agnostic Semantic Communication
Yoon Huh, Hyowoon Seo, Wan Choi
From the perspective of joint source-channel coding (JSCC), there has been significant research on utilizing semantic communication, which inherently possesses analog characteristi…
Pilot Signal and Channel Estimator Co-Design for Hybrid-Field XL-MIMO
Yoonseong Kang, Hyowoon Seo, Wan Choi
This paper addresses the intricate task of hybrid-field channel estimation in extremely large-scale MIMO (XL-MIMO) systems, critical for the progression of 6G communications. Withi…