Official PyTorch implementation of the paper Subgraph Aggregation for Out-of-Distribution Generalization on Graphs(SuGAr) in AAAI 2025.

This repository contains the implementation of UniGraph, a unified cross-domain foundation model for text-attributed graphs. UniGraph combines the power of language models and graph neural networks to ...

1 Introduction Graph databases have become fundamental to modern enterprise applications, powering social network analysis, recommendation systems, fraud detection, and supply chain optimization. As ...