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News/When Vision Meets Graphs: A Survey on Graph Reasoning and Learning
arxiv
PublishedSeptember 4, 2026 at 4:00 AM
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When Vision Meets Graphs: A Survey on Graph Reasoning and Learning

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arXiv:2609.03816v1 Announce Type: cross Abstract: Graphs are a fundamental data structure underlying many problems in the natural and social sciences. Over the past decade, Graph Neural Networks (GNNs) have dominated graph machine learning, supported by solid theoretical foundations. Yet scientists

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