Welcome to DILab at Ajou University

Data Intelligence Lab performs research on machine learning and statistical learning.

PI: Sael Lee (SL) focuses on machine learning for healthcare, tensor analysis/data mining, and bioinformatics.

PI: Soon-Sun Kwon focuses on statistical learning for clinical trials, medical statistics and longitudinal data structure.

Specific Research Topics (SL):

  • Machine learning for healthcare

    • INTERPRETABLE machine learning

    • Deep learning for healthcare (bio-signals)

  • Tensor analysis/data mining

    • Heterogeneous data INTEGRATION via tensor decomposition

    • Graph analysis and generation

  • Bioinformatics

    • Causal gene prioritization via prior knowledge INCORPORATION

    • 3D structure search

Lab News

[April. 2022] A paper accepted in SDM22 on a generalized deep tree model.

[Jan. 2022] Research Professor JungHun Park joined the DiLab.

Open Positions

Looking for Postdocs and MS/PhD students (Graduate School Youtube)

Contact Us

If you are a prospective graduate student or a postdoc, we welcome you to contact (e-mail preferred). All who are interested in joining the lab should send me an email with your full Curriculum Vitae and a short Research Statement. Also, we are always looking for collaborations, so please contact! Ajou University undergraduate students are welcome to apply for internship positions as well.

Contact 1: Prof. Sael Lee (이슬) for Data Mining, Machine Learning, and Tensor Analysis researches.

Contact 2: Prof. Soon-Sun Kwon (권순선) for Clinical trials, Medical Statistics and Longitudinal Data Analysis researches.