Development of an Agentic AI-Driven Context-Aware Autonomous Network Management System 

Heewon Kim, Seongyeon Yoon, Chanbin Bae, Sanghoon Lee, and Sangheon Pack*, "TINIEE: Traffic-Aware Adaptive In-Network Intelligence via Early-Exit Strategy," IEEE/ACM Transactions on Networking, to appear. (0.25)

Sanghoon Lee*, Heewon Kim*, Chanbin Bae, and Sangheon Pack, "LUCID: Lightweight Unsupervised In-Network Drift Detection and Selective Update Framework," in Proc. IEEE International Conference on Sensing, Communication, and Networking (SECON), PISA, Italy, June 2026. (SCIE-compatible Top-tier Conference, KIISE: A, NRF: IF 1, Acceptance Ratio: 27%) (*Equally contributed) (0.33)