PointSplit: Towards On-device 3D Object Detection with Heterogeneous Low-power Accelerators. - Keondo Park; You Rim Choi; Inhoe Lee; Hyung-Sin Kim (IPSN, 2023)

SlAction: Non-intrusive, Lightweight Obstructive Sleep Apnea Detection using Infrared Video. - You Rim Choi; Gyeongseon Eo; Wonhyuck Youn; Hyojin Lee; Haemin Jang; Dongyoon Kim; Hyunwoo Shin; Hyung-Sin Kim (CoRR, 2023)

Poster: Home-based, On-Device Non-invasive Obstructive Sleep Apnea Monitoring with Infrared Video. - You Rim Choi; Gyeongseon Eo; Wonhyuck Yoon; Hyojin Lee; Haemin Jang; Dongyoon Kim; Hyunwoo Shin; Hyung-Sin Kim (MobiSys, 2024)

Effective Heterogeneous Federated Learning via Efficient Hypernetwork-based Weight Generation. - Yujin Shin; Kichang Lee; Sungmin Lee; You Rim Choi; Hyung-Sin Kim; JeongGil Ko (SenSys, 2024)

Explainable vision transformer for automatic visual sleep staging on multimodal PSG signals. - Hyojin Lee; You Rim Choi; Hyun Kyung Lee; Jaemin Jeong; Joopyo Hong; Hyunwoo Shin; Hyung-Sin Kim (npj Digit. Medicine, 2025)

The Others: Naturally Isolating Out-of-Distribution Samples for Robust Open-Set Semi-Supervised Learning. - You Rim Choi; Subeom Park; Seojun Heo; Eunchung Noh; Hyung-Sin Kim (CoRR, 2025)