Jinseong Park
AI Fellow · Korea Institute for Advanced Study (KIAS)
I am an AI fellow (AI Assistant Professor) at Korea Institute for Advanced Study (KIAS). My research focuses on the theory and algorithms on Private & Safe Intelligence (PSI).
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PSI
Private
& Safe
Intelligence
& Safe
Intelligence
Research
Understanding of AI
We study the theoretical foundations of modern AI. Our goal is to understand how AI works.
Generative Modeling
Generalization
Memorization
Privacy & Safety Issues of AI
We develop privacy- and safety-preserving machine learning algorithms. Our work spans formal privacy guarantees via differential privacy, machine unlearning for generative AI, and defenses against AI attacks.
Differential Privacy
Machine Unlearning
Attack Robustness
Industrial Applications
We apply trustworthy AI techniques to real-world industrial challenges.
Time Series
Finance
Manufacturing
Latest News
May 2026
I will give a tutorial talk on diffusion models at KIAS CAC Summer School [Link].
May 2026
One paper on "stability analysis on optimization" was accepted at ICML 2026. See you in Seoul!
Feb 2026
At KIAS, I have been promoted to AI Fellow (AI Assistant Professor), starting March 2026.
Jan 2026
I will serve as an organizer of KIAS Center for AI and Natural Sciences 2026 Winter Workshop [Link].
Jan 2026
One paper on "diffusion unlearning" was accepted at ICLR 2026.
Collaborations
