Profile

Intro

I am a PhD student and a member of Computer Vision Lab at Yonsei University, advised by Prof. Bumsub Ham. My research interests include machine learning and deep learning, with a particular focus on developing efficient models. Recently, I have been interested in accelerating large-scale models, such as diffusion transformers, VideoLLMs, and diffusion-based LLMs (e.g., LLADA and LAVIDA).


Education


Publications

(*: equal contribution)


Awards

Silver Prize, 32nd Samsung Humantech Paper Award, 2026

Experience

Researcher at Articron (Aug. 2023 – Present)
  • Developed quantization and pruning algorithms for In-Memory Computing (IMC) chips.
  • Collaborated with hardware teams for efficient HW-SW co-design.
  • Built deep learning models for circuit performance prediction and optimization.

Patents


Services