Hi, I'm Seongmin Lee
CS PhD student at Georgia Tech 🐝
My research bridges machine learning and human-computer interaction to advance Responsible AI. I design and develop novel visual explanations for complex machine learning models, and scalable algorithms that promote accountable use of AI.
I am pursuing my Ph.D. at Georgia Tech, working with Polo Chau. I received my B.S. from Seoul National University, where I was supported by Presidential Science Scholarship.
I have collaborated with researchers and developers at Cisco Systems, IBM Research, and AVAST Software.
Featured Research Publications
Interactive visualization tool that explains how Stable Diffusion transforms text prompts into images
VIS 2023, VISxAI 2023, CVPR 2023
Effective, scalable, practical solution to refine models with spurious correlations using simple yes-no feedback