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Jun, 2021
神经 Bellman-Ford 网络: 一种通用的图神经网络框架用于链路预测
Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction
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Zhaocheng Zhu, Zuobai Zhang, Louis-Pascal Xhonneux, Jian Tang
TL;DR
本文介绍了一种基于路径的通用灵活表征学习框架用于链接预测,提出了神经贝尔曼-福特网络(NBFNet)来进一步提高路径公式的能力,在同构和多关系图上实现了超越现有方法的表现。
Abstract
link prediction
is a very fundamental task on graphs. Inspired by traditional
path-based methods
, in this paper we propose a general and flexible
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