Minchan Kim
I am the founder and CEO of Clone. I studied Computer Science at Seoul National University. I am a visiting researcher at the SNU PI Lab, working with Prof. Youngjae Yu. I have also had the opportunity to collaborate on research with Prof. Yejin Choi at Stanford and Prof. Niloofar Mireshghallah at CMU.
My research centers on developing ML systems for personal intelligence, with a strong emphasis on security and privacy. Specifically, my research interests include (1) capturing everyday experiences, (2) developing long-term memory systems, (3) building user models for next-goal prediction, and (4) ensuring security and privacy in both memory systems and model training.
News
| Feb 04, 2026 | We open-sourced HEVEC, a vector database built on homomorphic encryption! |
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| Jan 26, 2026 | Our paper D2E got accepted to ICLR 2026! |
| Oct 13, 2025 | Our paper D2E just hit #1 on Hugging Face Daily Papers! |
| Jun 30, 2025 | Our paper PPMI got accepted to Crypto 2025 Workshop! |
| Jan 28, 2025 | Our paper CANVAS got accepted to ICRA 2025! |
| Dec 15, 2024 | Our paper CANVAS won the Outstanding Paper Award at NeurIPS 2024 Workshop! |
| Sep 30, 2024 | Our paper CUPID got accepted to ICDM 2024 Workshop! |
| Jul 01, 2024 | Our paper ESREAL got accepted to ECCV 2024! |
Publications
† : equal contribution