DSAIL@SKKU

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.

We are looking for highly-motivated graduated students, undergraduate interns, post-docs, and research professors. If you're interested in, please email us with your CV.

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. 2025]

Our paper, "Predicting Deepfake Virality on Social Networks" has been accepted to KoreaAI 2025! Congrats Seoyoon Jeong, and JeeEun Kim
Sihyeon Yang, Saejin Ju and JeeEun Kim have been awarded a Graduate Scholarship from AI SeoulTech! Congrats, Sihyeon, Saejin and JeeEun!

[Oct. 2025]

Our paper, "Debiasing Gender Bias in Large Language Models for Depression Detection" has been accepted to KICS 2025! Congrats Sihyeon Yang, and Migyeong Kang
Our paper, "A Study on an LLM-based Conversational Chatbot for PHQ-9-based Depression Self-assessment" has been accepted to KICS 2025! Congrats Saejin Ju, and Migyeong Kang
Our paper, "Cognitive Distortion Detection based on Cognitive Structure Signatures" has been accepted to KICS 2025! Congrats Minseok Kim, and Migyeong Kang

[Sep. 2025]

Our paper, "Predicting Deepfake Virality on Social Networks" has been accepted to KoreaAI 2025! Congrats Seoyoon Jeong, and JeeEun Kim

[Aug. 2025]

Our paper, "CheckDAPR: An MLLM-based Sketch Analysis System for Draw-A-Person-in-the-Rain Assessments" has been accepted to CIKM 2025! Congrats Migyeong Yang, and Chaehee Park!
Our paper, "Automated Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Carcinoma Using Deep Learning on Pretreatment Core Needle Biopsy Samples" has been published in Anticancer Research! Congrats Migyeong Yang, Jinyoung Han, and Hyunseon Won
Our paper, "“What is your MBTI?”: Predicting the Personality Types using Hierarchical Attention and Graph Learning" has been published in Expert Systems with Applications! Congrats Migyeong Yang, Jiwon Kim, and Minji Kim

[Jul. 2025]

Our paper, "A Study on Retinal Disease Classification Using OCT Images with Segmentation Masks" has been accepted to KCC 2025! Congrats Jian Park, Jonghan Kim, Hyunseon Won, Sihyeon Yang, Saejin Ju, Jihyun Kim, and JeeEun Kim
Our paper, "A Comparative Analysis of Reinforcement Learning Algorithms for Human Preference Alignment in Large Language Models" has been accepted to KCC 2025! Congrats Migyeong Kang, Minhan Cho, Saejin Ju, Sihyeon Yang, Chaewon Kang, Hyunseon Won, Seoyoon Jeong, and Goun Choi