Welcome to the IRDM Lab.
We are a research laboratory at Dankook University.
We study Information Retrieval (IR), Data Mining (DM), and a broad range of Machine Learning and Deep Learning topics, with a particular focus on Recommender Systems (RecSys) and Explainable AI (XAI).
Our research topics include, but are not limited to:
- Context-aware Sequential Recommendation
- Multi-modal Recommender Systems
- LLM-based Recommender Systems
- Text-to-SQL using LLMs
- Bias Detection and Correction in LLMs
- Interpreting Internal Model Behavior
- Model Lightweighting via Pruning and Distillation
We are looking for M.S., Ph.D., and Undergraduate Intern students! Please contact jinseok.seol [at] dankook.ac.kr.