
Seewon Choi
최시원
CIS PhD @ UPenn
Hi, I'm a third year PhD student in Computer and Information Science at the University of Pennsylvania,
advised by Rajeev Alur.
My research aims to develop trustworthy AI models for real-world deployment,
particularly in the healthcare domain.
I work on neurosymbolic approaches that combine the strengths of neural networks and symbolic reasoning
to improve robustness and interpretability.
Currently, I am applying these methods to the early diagnosis of critical conditions, grounding them in clinical knowledge.
Previously, I received my Bachelor's degree from the University of Cambridge,
where I worked on rep2rep with Mateja Jamnik.
Updates
Preprints
Publications
• CTSketch: Compositional Tensor Sketching for Scalable Neurosymbolic Learning
S Choi*, Alaia Solko-Breslin*, Rajeev Alur, Eric Wong
NeurIPS 2025