Anyone with a mathematical inclination knows that numbers are beautiful and that pictures of numbers … that is to say, graphs … are even more beautiful. Whether the graph is of a fractal or an ...

Random graphs provide a mathematical framework for modelling networks in which connections between nodes occur with prescribed probabilities. Classical models such as the Erdős–Rényi graph establish ...

As an emerging technology in the field of artificial intelligence (AI), graph neural networks (GNNs) are deep learning models designed to process graph-structured data. Currently, GNNs are effective ...