3 papers
eess.SP2026
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…
cs.MA2026
Reasoning-Native Agentic Communication for 6G
Hyowoon Seo, Joonho Seon, Jin Young Kim +3
Future 6G networks will interconnect not only devices, but autonomous machines that continuously sense, reason, and act. In such environments, communication can no longer be unders…
eess.SP2025
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…