Abstract: Graph convolutional networks (GCNs) can quickly and accurately learn graph representations and have shown powerful performance in many graph learning domains. Despite their effectiveness, ...
Abstract: Intelligent Transportation Systems (ITS) is pivotal to smart city development, relying on Internet of Things (IoT) sensors deployed along roadways. In ITS, traffic flow prediction plays a ...
Researchers have developed AdapGNN, a novel model-agnostic framework that addresses the oversmoothing problem in graph neural ...