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.