Analysis of binary longitudinal data with time-varying effects. - Seonghyun Jeong; Minjae Park 001; Taeyoung Park (Comput. Stat. Data Anal., 2017)

Bayesian Model Selection in Additive Partial Linear Models Via Locally Adaptive Splines. - Seonghyun Jeong; Taeyoung Park; David A. Van Dyk (J. Comput. Graph. Stat., 2022)

The Art of BART: Minimax Optimality over Nonhomogeneous Smoothness in High Dimension. - Seonghyun Jeong; Veronika Rocková (J. Mach. Learn. Res., 2023)

Functional clustering methods for binary longitudinal data with temporal heterogeneity. - Jinwon Sohn; Seonghyun Jeong; Young Min Cho; Taeyoung Park (Comput. Stat. Data Anal., 2023)

Unsupervised outlier detection using random subspace and subsampling ensembles of Dirichlet process mixtures. - Dongwook Kim; Juyeon Park; Hee Cheol Chung; Seonghyun Jeong (Pattern Recognit., 2024)

Posterior Contraction for Sparse Neural Networks in Besov Spaces with Intrinsic Dimensionality. - Kyeongwon Lee; Lizhen Lin; Jaewoo Park; Seonghyun Jeong (CoRR, 2025)