| 2023 | AISTATS | Factorial SDE for Multi-Output Gaussian Process Regression. | Daniel P. Jeong, Seyoung Kim |
| 2022 | AISTATS | Doubly Mixed-Effects Gaussian Process Regression. | Jun Ho Yoon, Daniel P. Jeong, Seyoung Kim |
| 2020 | AISTATS | Multi-level Gaussian Graphical Models Conditional on Covariates. | Gi-Bum Kim, Seyoung Kim |
| 2020 | UAI | EiGLasso: Scalable Estimation of Cartesian Product of Sparse Inverse Covariance Matrices. | Jun Ho Yoon, Seyoung Kim |
| 2018 | AICCSA | Deep Learning Experiments with Skewed Data for Defect Prediction in Plastic Injection Molding. | Seongwoo Kim, Seyoung Kim, Kwang Ryel Ryu |
| 2018 | ETFA | Scheduling and Situation-Adaptive Operation for Energy Efficiency of Hot Press Forging Factory. | Seyoung Kim, Kwang Ryel Ryu |
| 2017 | IGARSS | Relationship between spectral reflectance and metal content of Korean pine needles as a metal contamination indicator. | Ji Hye Shin, Jaehyung Yu, Seyoung Kim, Haein Shin, Sang-Mo Koh |
| 2017 | IGARSS | Spectral response of romaine lettuce by uptake of ZN. | Haein Shin, Jaehyung Yu, Ji Hye Shin, Yongsik Jeong, Seyoung Kim, Gilljae Lee |
| 2016 | AISTATS | Large-Scale Optimization Algorithms for Sparse Conditional Gaussian Graphical Models. | Calvin McCarter, Seyoung Kim |
| 2011 | UAI | Smoothing Proximal Gradient Method for General Structured Sparse Learning. | Xi Chen, Qihang Lin, Seyoung Kim, Jaime G. Carbonell, Eric P. Xing |
| 2010 | ICML | Tree-Guided Group Lasso for Multi-Task Regression with Structured Sparsity. | Seyoung Kim, Eric P. Xing |
| 2008 | UAI | Feature Selection via Block-Regularized Regression. | Seyoung Kim, Eric P. Xing |
| 2006 | MICCAI | A Nonparametric Bayesian Approach to Detecting Spatial Activation Patterns in fMRI Data. | Seyoung Kim, Padhraic Smyth, Hal S. Stern |
| 2005 | MICCAI | Parametric Response Surface Models for Analysis of Multi-site fMRI Data. | Seyoung Kim, Padhraic Smyth, Hal S. Stern, Jessica A. Turner |
| 2004 | UAI | Modeling Waveform Shapes with Random E ects Segmental Hidden Markov Models. | Seyoung Kim, Padhraic Smyth, Stefan Luther |