Publications

Publication List

2026

J1. Jungmin Kwon and Hyunggon Park, "Efficient and Resilient Packet Recovery for Federated Learning via Approximation," IEEE Transactions on Mobile Computing, vol. 25, no. 5,  pp.6413-6428, May 2026. [PDF][Appendix][AI음성개요][AI Audio Overview]


C5. Joohong Rheey and Hyunggon Park, "Certified False Alarm Control for Autoencoder-Based Intrusion Detection in O-RAN," IEEE Global Communications Conference (Globecom)(Workshop on Machine Learning and Deep Learning for Wireless Security), Dec. 2026.

C4. Yuji Koh, Joohong Rheey, Hyunggon Park, "Foundation Models for Temporal Network Intrusion Detection," International Conference on ICT Convergence (ICTC 2026), Oct. 2026.

C3. Siyoun Park, Dayoung Choi, Hyunggon Park, "Temporal Dependency-Based Learning Selections for O-RAN Intelligence," International Conference on ICT Convergence (ICTC 2026), Oct. 2026.

C2. Joohong Rheey and Hyunggon Park, "Toward Reliable Intrusion Monitoring for O-RAN Based Networks with Conformal False Alarm Control," International Conference on Machine Learning (ICML 2026) (AI and ML for Next-Generation Wireless Communications and Networking (AI4NextG)), Jul. 2026.

C1. Chaeyeon Cha, Suyeon Jin,  and Hyunggon Park, "Reasoning Meets Adaptation: Bridging Global LLM Planning and Distributed UAV Control," IEEE Wireless Communications and Networking Conference (IEEE WCNC 2026), Apr. 2026.


2025