Patrick Soga

I'm an incoming CS PhD student to the University of Virginia to be advised by Prof. Jundong Li. My interests are broadly in machine learning on graphs and its applications.

I did my undergrad at the University of Notre Dame where I received degrees in CS and philosophy and worked under Professors Nitesh Chawla and David Chiang.



Bridging Graph Position Encodings for Transformers with Weighted Graph-Walking Automata
Patrick Soga and David Chiang
TMLR, 2023. arXivCode
Deep Ensembles for Graphs with Higher-Order Dependencies
Steven Krieg, William Burgis, Patrick Soga, and Nitesh Chawla
ICLR 2023. arXivCode