Minchan Kim

I am an undergraduate student in Computer Science at Seoul National University. I am currently working as a visiting researcher at SNU Physical Intelligence Lab, advised by Prof. Youngjae Yu. I have also had the opportunity to collaborate on research with Prof. Yejin Choi at Stanford and Prof. Niloofar Mireshghallah, Prof. Akari Asai, and Prof. Graham Neubig at CMU.

My research centers on developing data infrastructure for personal computer-use agents with a strong emphasis on security and privacy. Specifically, my research interests include (1) recording individuals’ everyday experiences as permanent data, (2) developing long-term memory systems for these multimodal streams, (3) training computer-use agents that truly understand users’ context and preferences, and (4) ensuring security and privacy in both memory systems and agent training.