Robust Graph Neural Networks

Posted by Bryan Perozzi, Research Scientist and Qi Zhu, Research Intern, Google Research

Graph Neural Networks (GNNs) are powerful tools for leveraging graph-structured data in machine learning. Graphs are flexible data structures that can model many different kinds of relationships and have been used in diverse applications like traffic prediction, rumor and fake news detection, modeling disease spread, and understanding why molecules smell.

Graphs can model the relationships between many different types of data, including web …

graph graph neural networks networks neural networks