Welcome to the Data Science and Artificial Intelligence Lab at SKKU 😄
DSAIL is an interactive group of professors, researchers, students, and industrial experts in the Department of Applied AI at Sungkyunkwan University, Republic of Korea.
Research Topics
The main research topics of our group include, but not limited to:
Multimodal Learning, Human-centered ML, Human-AI Interaction
Social Computing, Mental Health, Digital Therapeutics, Human-like Chatbot
Medical Computing, Healthcare, Clinical Decision Support System (CDSS)
X-Analytics or X-Computing (X = Business, Politics, Sports, Game, Medical, Social, Law, etc)
Medical Computing
We aim to solve medical problems (e.g., in ophthalmology, nephrology, psychiatry, etc.)
with AI technologies.
Mental Health
We develop and evaluate new AI technologies to help people's mental health better.
Human-centered AI System
We propose and validate AI systems that can help people make decisions in a better way.
Latest News
[Nov. 2024]
Our research has been featured in Ophthalmology Times, a premier media platform dedicated to advancing the field of ophthalmology through the latest news, insights, and cutting-edge developments. [Link]
[Oct. 2024]
Our paper "CAMEL: Confidence-Aware Multi-task Ensemble Learning with Spatial Information for Retina OCT Image Classification and Segmentation" has been accepted to WACV 2025! Congrats Juho, Migyeong Yang, Hyunseon, and Jiwon Kim!
Our paper "Optimizing anemia management using artificial intelligence for patients undergoing hemodialysis" has been accepted to Scientific Reports! Congrats Chaewon!
[Sep. 2024]
Our paper "Cure: Context- and Uncertainty-Aware Mental Disorder Detection" has been accepted to EMNLP 2024! Congrats Migyeong Kang and Goun!
Our paper "PracticeDAPR: An AI-based Education-Supported System for Art Therapy" has been accepted to CSCW 2025! Congrats Migyeong Yang and Chaehee!
[Aug. 2024]
Prof. Han discussed the growing concerns related to deepfake technology at the "Social Issues and Responses to Generative AI" forum hosted by the Korean Federation of Science and Technology Societies on the 28th. [Link]
DSAIL will undertake the "Trustworthy AI Research Group" project (The Ministry of Science and ICT) in collaboration with Professor Shyam Sundar from Pennsylvania State University. [News]
DSAIL & OMNI CNS have signed an MOU to collaborate on advancing the Mental Health Care AI Solution! [Link]
[Jul. 2024]
Our paper "Explainable Expert Support System for Art Therapy" has been accepted to TiiS 2024! Congrats Jiwon Kim, Jiwon Kang, Migyeong Yang, and Chaehee!
Our paper "HiQuE: Hierarchical Question Embedding Network for Multimodal Depression Detection" for Depression Detection has been accepted to CIKM 2024! Congrats Juho and Chaewon!
