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arxiv_cs_lg ยท Sep 17, 2026 ยท paper

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Quantum Graph Convolutional Networks: Implementation and Trainability Analysis

arxiv.orgSep 17, 2026
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Graph Neural Networks (GNNs) achieve state-of-the-art performance on graph-structured data, but training and inference on large graphs are often bottlenecked by memory constraints and sparse linear-algebra workloads....

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