Generosity
发表于 2025-3-30 08:57:30
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ABHOR
发表于 2025-3-30 13:41:55
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甜食
发表于 2025-3-30 19:53:24
https://doi.org/10.1007/978-3-642-50739-7presentative architectures of graph neural networks for node classification. We will further point out the main difficulty— the oversmoothing problem—of training deep graph neural networks and present some latest advancement along this direction such as continuous graph neural networks.
周兴旺
发表于 2025-3-30 21:09:44
Mikroskopie und Chemie am Krankenbettcation. Hence, we give a thorough overview of pooling layers. Further, we overview recent research in understanding GNN’s limitations for graph classification and progress in overcoming them. Finally, we survey some graph classification applications of GNNs and overview benchmark datasets for empirical evaluation.
流眼泪
发表于 2025-3-31 01:28:20
https://doi.org/10.1007/978-3-642-20936-9 brief review of the recent development on HG embedding, then introduce typical methods from the perspective of shallow and deep models, especially HGNNs. Finally, it will point out future research directions for HGNNs.
放牧
发表于 2025-3-31 06:34:25
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