Yang Long

Welcome! I am a final-year PhD candidate in Statistics at George Mason University, advised by Dr. David Kepplinger and Dr. Lily Wang. My research focuses on trustworthy AI through robust, scalable statistical methods for neuroimaging and multispectral/hyperspectral imaging. I develop methods for estimation and inference with complex functional and imaging data when observations are contaminated, partially missing, noisy, or generated from imperfect surrogate models. More broadly, I am interested in building data-analytic pipelines for scientific applications that are scalable, reliable, interpretable, and supported by valid uncertainty quantification.