Posting Bot Detection on Blockchain-based Social Media Platform using Machine Learning Techniques. - Taehyun Kim; Hyomin Shin; Hyung Ju Hwang; Seungwon Jeong (ICWSM, 2021)

Physics-informed variational inference for uncertainty quantification of stochastic differential equations. - Hyomin Shin; Minseok Choi (J. Comput. Phys., 2023)

Bayesian Deep Learning Framework for Uncertainty Quantification in Stochastic Partial Differential Equations. - Jeahan Jung; Hyomin Shin; Minseok Choi (SIAM J. Sci. Comput., 2024)

Exploring Search Volumes of Terms in Web Portals for Accurate Event-Aware Traffic Prediction. - Dong-Hyuk Seo; Hyomin Shin; Sang-Wook Kim (WWW (Companion Volume), 2025)