Temporal Distance-Aware Subgoal Generation for Offline Hierarchical Reinforcement Learning

Taegeon Park, Seungho Baek, Jongchan Park, Seungjun Oh, Yusung Kim

Conference on Information and Knowledge Management (CIKM), 2025

Graph-Assisted Stitching for Offline Hierarchical Reinforcement Learning

Seungho Baek, Taegeon Park, Jongchan Park, Seungjun Oh, Yusung Kim

International Conference on Machine Learning (ICML), 2025    Paper  Code  Project page  Talk (10 min)

Prediction of Intraoperative Hypotension Using Deep Learning Models Based on Non-Invasive Monitoring Devices

Heejoon Jeong, Donghee Kim, Dong Won Kim, Seungho Baek, Hyung-Chul Lee, Yusung Kim, Hyun Joo Ahn

Journal of Clinical Monitoring and Computing (JCMC), 2024  Paper Code

Intelligent CCTV for Port Safety

Seungho Baek, Yeongil Ji, Hansaem Choi

Korea Information Processing Society (KIPS), 2022  Paper Code