About Me

I am a Postdoctoral Researcher at Nanyang Technological University (NTU) in Singapore, hosted by Prof. Jaehong Yoon and Ulsan National Institute of Science and Technology (UNIST) in Korea, mentored by Prof. Saerom Park. I received my Ph.D. in Industrial Engineering from Seoul National University (SNU), advised by Prof. Jaewook Lee.

My research focuses on building Trustworthy AI, with a particular emphasis on ensuring the privacy, fairness, and robustness of machine learning systems.

Research Interests

• Trustworthy AI: Privacy-preserving machine learning (differential privacy, attacks/defense) and fairness.
• Generative Models: Enhancing safety and utility in Diffusion models, Flow matching, and Large Language Models (LLMs).

Education

• Ph.D. in Industrial Engineering, Seoul National University, 2026
  • Dissertation: Trustworthy Generative Model: from Privacy to Fairness
• B.S. in Industrial Engineering and Mathematics, Yonsei University, 2021

News

• [Mar. 2026] Joined UNIST as a Postdoctoral Researcher.
• [Feb. 2026] Successfully awarded my Ph.D. from Seoul National University.
• [Nov. 2025] One paper got accepted to KDD 2026.
• [Nov. 2025] One paper got accepted to Engineering Applications of Artificial Intelligence.
• [Sep. 2025] One paper got accepted to NeurIPS 2025.
• [Aug. 2025] One paper got accepted to EMNLP Findings 2025.
• [Jun. 2025] One paper got accepted to Engineering Applications of Artificial Intelligence.
• …