Jaehyeon Choi

I am a Ph.D. student in Computer Science and Engineering at Seoul National University, advised by Professor U Kang in the Data Mining Lab. I received my M.S. (advised by Professor Jun-Ho Huh) and B.S. in Data Informatics from Korea Maritime & Ocean University.

My research focuses on machine learning, with a particular interest in model compression, knowledge extraction, and model inversion.

News

📄 Paper · ✈️ Travel · 🎤 Presentation · 🏆 Award

📄 [May 2026] Our paper, “A Comprehensive Survey of Compression Algorithms for Language Models”, accepted to ACM Computing Surveys (2025 Impact Factor: 30.4).

✈️ [Dec. 2025] I will be attending NeurIPS 2025 in San Diego, CA, USA. (2nd–7th, Dec.)

Education

• Ph.D. in Computer Science and Engineering
  Seoul National University (Jan. 2023 – Present)
  Advisor: Prof. U Kang

• M.S. in Data Informatics
  National Korea Maritime & Ocean University (Mar. 2021 – Feb. 2023)
  Advisor: Prof. Jun-Ho Huh

• B.S. in Data Informatics
  National Korea Maritime & Ocean University (Mar. 2015 – Feb. 2021)