I’m a researcher in the LLM team @ SAIT, Samsung Electronics.

My research interest includes:

  • Post-hoc analysis & adaptation of Foundation models (e.g., Large-Language Models and Vision-Language Models).
  • Explainability and interpretability of Foundation models.
  • Generalization of Foundation models via the lens of loss landscape.

Education

Published Papers

Projects

  • Autonomous Intelligent Digital Companion Framework and Application
    Korea Electronics Technology Institute, 2019-2021

  • A study on adaptive point and regional OOD detection techniques based on sub-task generation
    Samsung, 2020-2023

  • A machine learning and statistical inference framework for explainable artificial intelligence
    Institute of Information & Communications Technology Planning & Evaluation (IITP), 2022-2023

  • A Study on Optimization and Network Interpretation Method for Large-Scale Machine Learning
    National Research Foundation of Korea (NRF) grant funded by the Korea government (MSIT), 2022-2023