Entropy-Based Model Generalization for Sleep Stage Classification. - Dongyoung Kim; Younghoon Na; Yunhee Woo; Dong-Kyu Kim; Jeong-Gun Lee (ICTC, 2022)

PixleepFlow: A Pixel-Based Lifelog Framework for Predicting Sleep Quality and Stress Level. - Younghoon Na; Seunghun Oh; Seongji Ko; Hyunkyung Lee (ICTC, 2024)

MC2SleepNet: Multi-modal Cross-masking with Contrastive Learning for Sleep Stage Classification. - Younghoon Na; Hyun Keun Ahn; Hyun-Kyung Lee; Yoongeol Lee; Seung Hun Oh; Hongkwon Kim; Jeong-Gun Lee (CoRR, 2025)