Publications and Preprints

Mapping disease critical spatially variable gene programs by integrating spatial transcriptomics with human genetics
Hanbyul Lee*, Haochen Sun*, Xuewei Cao, Berke Karaahmet, Zhijian Li, Hans Ulrich-Klein, Mariko Taga, Gao Wang, Philip L. De Jager, David A. Bennett, Luca Pinello, Xin Jin, Rahul Mazumder, Kushal K. Dey
BioRxiv, 2025

Support Recovery in Sparse PCA with General Missing Data
Hanbyul Lee, Qifan Song, Jean Honorio
Uncertainty in Artificial Intelligence (UAI), 2024

Support Recovery in Sparse PCA with Incomplete Data
Hanbyul Lee, Qifan Song, Jean Honorio
Advances in Neural Information Processing Systems (NeurIPS), 2022

On the Fundamental Limits of Exact Inference in Structured Prediction
Hanbyul Lee, Kevin Bello, Jean Honorio
IEEE International Symposium on Information Theory (ISIT), 2022

Ensemble of Deep Convolutional Neural Networks for Prognosis of Ischemic Stroke
Youngwon Choi, Yongchan Kwon, Hanbyul Lee, Beom Joon Kim, Myunghee Cho Paik, Joong-Ho Won
International Workshop on Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016