Engineering Research Center (ERC): Augmented Cognition Meta-Communications Research Center

Heewon Kim, Hochan Lee, Haneul Ko, and Sangheon Pack*, "Traffic- and Multi-Tenancy-Aware In-Network Aggregation Placement for Distributed Machine Learning," IEEE Transactions on Network and Service Management, to appear. (0.25)

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)

Chanbin Bae, Heewon Kim, Junkyu Hong, Hwimo Ku, Dongjin Lee, and Sangheon Pack*, "INTpress: Compression-based Quantized In-band Network Telemetry for Low Bandwidth Overhead Monitoring," IEEE Transactions on Cloud Computing, 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)

Jihoon Lim and Sangheon Pack, "Semantic-Aware Adaptive Video Streaming for AI-Driven Video Analytics," in Proc. IEEE International Conference on Computer Communications (INFOCOM) (Poster), Tokyo, Japan, May 2026. (0.5)