BriefGPT.xyz
Nov, 2019
图变换网络
Graph Transformer Networks
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Seongjun Yun, Minbyul Jeong, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim
TL;DR
本论文提出了一种名为GTNs的图转换器网络,能够在图上进行节点表示的学习,同时生成新的图结构以及识别原始图上未连接点之间有用的连接。实验表明,GTNs有效地生成新的图结构,通过卷积在新图上产生具有强大表现力的节点表示,并在三个基准节点分类任务中取得了最佳表现。
Abstract
graph neural networks
(GNNs) have been widely used in
representation learning
on graphs and achieved state-of-the-art performance in tasks such as
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