Skip to content

Graph Neural Networks

Graphs

Saliency Matters: From Nodes to Objects

Due to their intrinsic capabilities in capturing, modeling, and representing relationships between pieces of information, graphs have been used in a wide variety of application …

Conference
Mohammad Moradi, Morteza Moradi, Marco Grassia, Giuseppe Mangioni
•
Read more
Network Science

wsGAT: Weighted and Signed Graph Attention Networks for Link Prediction

Graph Neural Networks (GNNs) have been widely used to learn representations on graphs and tackle many real-world problems from a wide range of domains. In this paper we propose …

Conference
Marco Grassia, Giuseppe Mangioni
•
Read more