Yixuan He's doctoral research centered on graph neural networks, with a focus on signed networks, directed networks, temporal networks, applications to network analysis, and interdisciplinary research.

Sheikh's research focuses on developing statistical methodologies for survival and longitudinal data analysis within the Bayesian framework, which are motivated by challenging applications in complex diseases.