Research
Interests
- Graph Neural Networks (GNNs), Heterogeneous Graphs
- LLM × Graphs for training, fine-tuning, post-training, and inference
- Tabular Foundation Models
Publications
- 2026
- [W1] Bounded Context Management for Tabular Foundation Models on Stream LearningJ Lee, D Choi, M Choi, J Yoo. ICML 2026 Workshop on Foundation Models for Structured Data (Spotlight Oral, Top 5% of accepted submissions).
- 2025
- [J2] We know who wins: Graph-oriented approaches of passing networks for predictive football match outcomesJ Lee, E Park, AP del Pobil. Journal of Big Data 12(1), 147.
- 2023
- [J1] D-HRSP: Dataset of helpful reviews for service providersJ Lee, E Park. Telematics and Informatics 82, 102001.