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🏢 Leibniz University Hanover

Graph Neural Networks and Arithmetic Circuits
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AI Generated AI Theory Generalization 🏢 Leibniz University Hanover
Graph Neural Networks’ (GNNs) computational power precisely mirrors that of arithmetic circuits, as proven via a novel C-GNN model; this reveals fundamental limits to GNN scalability.