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
[June 2022] New 3 year Grant on Interpretable Graph Neural Network.
[April 2022] New 5 year Grant on Uncertainty-based Long-form QA.
[April 2022] A paper accepted in SDM22 on a generalized deep tree model.
Open Positions
Looking for Postdocs and MS/PhD students (Graduate School Youtube)
For foreign students who are not already in Korea, please apply for graduate position through the following GKS programs
1. Ajou University GKS https://grad.ajou.ac.kr/gs_eng/community/enterance.do?mode=view&articleNo=210587
2. Study in Korea by the Korean Government
https://www.studyinkorea.go.kr/ko/scholarship/Gks1NoticeDetail.do
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.