Zhao's primary research interest includes machine learning methodology and theory in network analysis with applications in biology and the social sciences.

Dasarathy's research interests span topics in machine learning, statistics, signal processing and networked systems, and information theory.

Goodson-Miller's work aims to understand the causes and consequences of crime-involved individuals’ social network constructions.

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.