About Me

I am a second-year Ph.D. student in the Department of Industrial & Management Engineering at POSTECH, fortunately advised by Prof. Sangwoo Mo at the Multimodal Orchestration of Artificial Intelligence (MOAI) Lab. My research centers on the fairness and reliability of generative models in practical deployment scenarios.

Prior to this, I completed my M.S. in the same department under the supervision of Prof. Minwoo Chae, with a focus on statistical ML, diffusion model, and applied ML for industrial projects.

Research Interests

• Fairness of text-to-image diffusion model
• Reliability and robustness of LLM agent

Publications

• Stay Fair! Ensuring Group Fairness in Diffusion Models Across Guidance Scales
  Myeongsoo Kim, Eunji Kim, Minwoo Chae, Sangwoo Mo
  arXiv preprint, 2026 [arXiv]

Honors & Awards

• Jung Min-Keun Scholarship (2022) — Awarded to outstanding POSTECH graduates entering the IME Department