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异质图的属性多阶图卷积网络(英文版)

发布者:wx****5d
2023-04-22
4 MB 29 页
人工智能(AI)
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异质图的属性多阶图卷积网络【英文版】.pdf
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英文标题:Attributed Multi-order Graph Convolutional Network for Heterogeneous Graphs中文摘要:本篇论文主要介绍了一种基于 AMOGCN 的异构图神经网络,该方法可以学习具有区分度的节点嵌入和关系,并能够自动地构建元路径来影响嵌入的质量,从而提高半监督分类性能。英文摘要:Heterogeneous graph neural networks aim to discover discriminative nodeembeddings and relations from multi-relational networks.One challenge ofheterogeneous graph learning is the design of learnable meta-paths, whichsignificantly influences the quality of learned embeddings.Thus, in this paper,we propose an Attributed Multi-

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