Graph neural networks (GNNs) Machine Learning
noun phrase (plural)
Definition: Neural-network models designed to learn from graph-structured data by propagating and aggregating information over nodes and edges [Wu et al. 2020].
Example in context: “Prediction and classification tasks in graph-based systems can be tackled with graph neural networks (GNNs).” [Lakzaei et al. 2024]
Synonym: GNNs
Related terms: graph representation learning, message passing neural networks