Towards Safe and Reliable Foundation Models

Hi theređź‘‹ My name is Jeonghyeon Kim, and I am a Ph.D. student in Data Science at SeoulTech, advised by Prof. Sangheum Hwang of DAINTLAB.

🧗‍♂️I am dedicated to enhancing the reliability and interpretability of AI systems, particularly through:

  • Out-of-distribution detection
  • Representation Learning
  • Machine Unlearning

đź’ĄUltimate Goal

To develop AI systems that are reliable, and interpretable, ensuring their trustworthy deployment in real-world applications.