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most citedQuantum Positional Encodings for Graph Neural Networks

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Quantum Graph Attention Networks: Trainable Quantum Encoders for Inductive Graph Learning

Arthur M. Faria, Mehdi Djellabi, Igor O. Sokolov +1

We introduce Quantum Graph Attention Networks (QGATs) as trainable quantum encoders for inductive learning on graphs, extending the Quantum Graph Neural Networks (QGNN) framework.…