Published Papers
Park, K., Keleş, S. (2023) Joint tensor analysis of single cell 3D genome and epigenetic data with Muscle.
- Journal of the American Statistical Association, 2024.
- This work won ENAR Distinguished Student Paper Award (2023).
- This work won ASA Distinguished Student Paper Award (2023).
Park, K., Keleş, S. (2024) Sparse higher order partial least squares for simultaneous variable selection, dimension reduction, and tensor denoising.
- Biometrika, 2026.
- This work won IMS Hannan Graduate Student Travel Award (2024).
Park, K., Gao, T., Yan, J., Keleş, S. (2026) MINTsC learns multi-way chromatin interactions from single cell high throughput chromatin conformation data.
- Nature Communications, 2026.
Park, K., Sun, Z., Liao, R., Bresnick, E., Keleş, S. (2026) Systematic background selection with BasCoD enhances contrastive dimension reduction in single cell genomics.
- Nature Communications, 2026.
- This work won ICSA Student Paper Award (2025).
Park, K., Li, H. (2026+) Confounder-robust causal discovery and inference in Perturb-seq using proxy and instrumental variables.
- Journal of the American Statistical Association (accepted).
- This work won IMS New Researcher Award (2026).
- This work won STATGEN Poster Award (2026).
Alberca, C.*, Park, K.*, Papale, L., Madrid, A., Keleş, S., Alisch, R. (2026) Integration of multi-omics data improves the resolution of the molecular etiology of autism in a mouse model. (*: equal contribution)
- Molecular Psychiatry, 2026.
Preprints / Under review
Park, K., Kang, H., Hogan, K., Alisch, R.,Keleş, S. (2026) Representation-powered sensitivity analysis with applications to outcome-wide observational epigenomic studies.
- This work won SCI Travel Scholarship (2025).
Park, K., Li, H. (2026) Causal Path Analysis from Perturbational and Population-Scale Single-Cell Data with Multiscale Confounding and Measurement Error.
Hou, X., Park, K., Li, H. (2026) Statistical Inference for Causal Discovery under Selection and Latent Variables via Single-Target Interventions.