Qinwen Ge

About

I'm a first-year Computer Science PhD student at Vanderbilt University, advised by Professor Tyler Derr in Network and Data Science Lab. Previously, I obtained my Master's degree in Computer Science from Vanderbilt University and my Bachelor's degree in Information Management and Information Systems from Tongji University.

Qinwen Ge

Research Interests

My research focuses on multi-agent systems and agentic AI, with a broader interest in computational social science. I aim to create autonomous, intelligent, collaborative agents capable of operating in open-ended socio-technical systems toward measurable societal impact.

Previously, I worked at the intersection of graph machine learning and network neuroscience, focusing on data-centric brain graph construction from fMRI signals.

News

  • Started my PhD journey at Vanderbilt University.
  • Successfully defended my Master's thesis "Enhanced Brain Graph Construction in Neuroimaging: A Data-Centric AI Approach"!

Papers and Preprints

Defining and Benchmarking a Data-Centric Design Space for Brain Graph Construction
Defining and Benchmarking a Data-Centric Design Space for Brain Graph Construction
Qinwen Ge, Roza G. Bayrak, Anwar Said, Catie Chang, Xenofon Koutsoukos, Tyler Derr
arXiv:2508.12533, 2025.