Addressing Feature Imbalance in Sound Source Separation. - Jaechang Kim 001; Jeongyeon Hwang; Soheun Yi; Jaewoong Cho; Jungseul Ok (CoRR, 2023)

Filter, Rank, and Prune: Learning Linear Cyclic Gaussian Graphical Models. - Soheun Yi; Sanghack Lee (AISTATS, 2024)

Toward Model-Agnostic Detection of New Physics Using Data-Driven Signal Regions. - Soheun Yi; John Alison; Mikael Kuusela (CoRR, 2024)

Mini-Batch Optimization of Contrastive Loss. - Jaewoong Cho; Kartik Sreenivasan; Keon Lee; Kyunghoo Mun; Soheun Yi; Jeong-Gwan Lee; Anna Lee; Jy-yong Sohn; Dimitris Papailiopoulos; Kangwook Lee 001 (Trans. Mach. Learn. Res., 2024)

Convergence Analyses of Davis-Yin Splitting via Scaled Relative Graphs. - Jongmin Lee; Soheun Yi; Ernest K. Ryu (SIAM J. Optim., 2025)