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 JP Morgan Chase & Co., Cisco Systems, Google, IBM Research, ADP, and AVAST Software.

Featured Research Publications

LLM Attributor

Interactive Visual Attribution for LLM Generation

AAAI 2025

CRAYON

Effective, scalable, practical solution to refine models with spurious correlations using simple yes-no feedback

BigData 2024

Diffusion Explainer

Interactive visualization tool that explains how Stable Diffusion transforms text prompts into images

VIS 2024