Graph Neural Networks

Griffin: Towards a Graph-Centric Relational Database Foundation Model

A graph-centric foundation model for relational databases using graph neural networks.

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

GOFA: A Generative One-For-All Model for Joint Graph Language Modeling

A unified generative model for joint graph language modeling accepted at ICLR-25.

L. Kong, J. Feng, H. Liu, C. Huang, J. Huang, Y. Chen,