3 papers
cs.AI2026
Coordinated Networking for On-Device Agent-Augmented Real-Time Communication
Goodsol Lee, Juheon Yi, Jinglu Wang +3
AI agents are enabling a new paradigm of agent-augmented real-time communication (RTC), where humans focus on high-level collaboration, while agents autonomously retrieve, analyze,…
cs.LG2026
HARMONY: Bridging the Personalization-Generalization Gap by Mitigating Representation Skew in Heterogeneous Split Federated Learning
Jiseok Youn, You Rim Choi, Goodsol Lee +3
Mobile devices face diverse resource constraints and non-IID data class distributions, requiring fast on-device inference for local in-distribution (ID) classes and on-demand remot…
cs.NI2021
A Dual-Connection based Handover Scheme for Ultra-Dense Millimeter-Wave Cellular Networks
Seongjoon Kang, Siyoung Choi, Goodsol Lee +1
Mobile users in an ultra-dense millimeter-wave cellular network experience handover events more frequently than in conventional networks, which results in increased service interru…