Hongyu Zhao

RobustCell: a model attack-defense framework for robust transcriptomic data analysis

Abstract Computational methods should be accurate and robust for tasks in biology and medicine, especially when facing different types of attacks, defined as perturbations of benign data that can cause a significant drop in method performance. Therefore, there is a need for robus...

Estimating genetic correlation jointly using individual-level and summary-level GWAS data

Abstract With the increasing accessibility of individual-level data from genome wide association studies, it is now common for researchers to have individual-level data of some traits in one specific population. For some traits, we can only access public released summary-level da...