Griffin: Towards a Graph-Centric Relational Database Foundation Model

Y. Wang, X. Wang, Q. Gan, M. Wang, Q. Yang, D. Wipf,
May 2025

Abstract

Griffin presents a graph-centric approach to building foundation models for relational databases, leveraging graph neural networks for improved database understanding and querying.

Type
Conference paper
Publication
Proc. International Conference on Machine Learning (ICML-25)
Graph Neural Networks Database Systems Foundation Models