We are a dynamic research group at the Sungkyunkwan University (SKKU). Our aim is to develop Machine Learning/Data Mining models on Inter-Connected Data (e.g., human interactions, object graph in 3D, social networks, knowledge base, education log, sensor network, and multi-modal graph) and Natural Language Processing (e.g., knowledge-enhanced large language models (LLMs) and logical/symbolic reasoning). The current research topics include self-supervised graph learning, multi-modal learning (image/text or sensors), question/answering, logical reasoning, knowledge tracing, recommender systems, and explainable AI (XAI).
We are looking for passionate new M.S./Ph.D. students and Postdocs to join the team (more info) !
Open positions are available for MS/PhD students and Postdoctoral researchers in the Artificial Intelligence and AI System Departments.
We are grateful for funding from the National Research Foundation of Korea (NRF), BK21, Information & Communications Technology Planning & Evaluation (IITP), National IT Industry Promotion Agency (NIPA), LG Electronics, NCSOFT, and NAVER.
A paper has been accepted to the CIKM 2025. Congratulations, Minku!
July 2025I gave a talk titled Providing Explanations for Unsupervised Graph Learning Models at the University of British Columbia.
May. 2025A paper has been accepted to the ACL 2025. Congratulations, Hongjun, Minji,and Heesoo!
May. 2025A paper has been accepted to the KDD 2025. Congratulations, Heesoo, Chanyong, and Geonhee!
May. 2025A paper has been accepted to the ICML 2025. Congratulations, Woohyun!
Feb. 2025A paper has been accepted to the PAKDD 2025. Congratulations, Hongjun, Heesoo, Gayeong, and Juann!
Jan. 2025A paper has been accepted to the NAACL 2025. Congratulations, Jiwon!
Jan. 2025A paper has been accepted to the WWW 2025. Congratulations, Heesoo!
Dec. 2024Two papers have been accepted to the AAAI 2025. Congratulations, Sangho, Hyunju, and Geonhee!