Research output

Publications

* indicates the first author, and † indicates the authors who contributed equally.

Journal Papers

2025

Junhyoung Chung^*, Sungjin Lee, Gunwoong Park Prediction of high-risk mountain accident areas using a Hurdle model (Written in Korean) In Korean Journal of Applied Statistics, 38(4), 531-551, 10.5351/KJAS.2025.38.4.531

Joonho Shin^†, Junhyoung Chung^†, Seyong Hwang^†, Gunwoong Park^† Discovering causal structures in corrupted data: Frugality in anchored Gaussian DAG models In Computational Statistics and Data Analysis, 213, 108267, 10.1016/j.csda.2025.108267

2024

Junhyoung Chung^*, Youngmin Ahn, Donguk Shin, Gunwoong Park Learning distribution-free anchored linear structural equation models in the presence of measurement error In Journal of the Korean Statistical Society, 1–25, 10.1007/s42952-024-00298-9

Junhyoung Chung^*, Donguk Shin, Seyong Hwang, Gunwoong Park Horse race rank prediction using learning-to-rank approaches (Written in Korean) In Korean Journal of Applied Statistics, 37(2), 239-253, 10.5351/KJAS.2024.37.2.239

Conference Paper

2026

Junhyoung Chung^*, Euijong Song, Won Hwa Kim, Gunwoong Park Convex distance operator transport: A convex and geometry-preserving formulation In Proceedings of the 43rd International Conference on Machine Learning (ICML), PMLR 306, 20900-20940, https://proceedings.mlr.press/v306/chung26d.html