Sourav Medya
About
My research focuses on the problems at the intersection of graphs, machine learning, and data science with a focus on bias, fairness, and interpretability. I also build machine learning based techniques that have high impact in the areas such as healthcare, infrastructure, and computational social science. Before joining UIC, I was a research assistant professor in the Kellogg School of Management at Northwestern University and the Northwestern Institute on Complex Systems (NICO). I received my Ph.D in Computer Science from University of California, Santa Barbara. I got my Master of Engineering degree in Computer Science and Automation Department from Indian Institute of Science (IISc), Bangalore, India.
Research Performance Summary
First Recorded Paper
Towards Scalable Network Delay Minimization
Year: 2016
Citations: 14
Venue: IEEE International Conference on Data Mining (ICDM)
Latest Recorded Paper
SMART: A Surrogate Model for Predicting Application Runtime in Dragonfly Systems
Year: 2026
Citations: 0
Venue: AAAI Conference on Artificial Intelligence (AAAI)
Last 10 Years Publication Activity
This timeline shows the professor's yearly publication activity.