Introduction to Graph Neural Network Overview

Enterprise 2023-04-10 00:48:04 views: null

Introduction to Graph Neural Network Overview

Article directory

Introduction to Graph Neural Network Overview

Zero. Preface

I saw a review "A Comprehensive Survey on Graph Neural Networks". The article classified and summarized GNN in detail, and also specially summarized the open source GNN algorithm. Record the algorithm here, and you can learn it later.

In addition, a more detailed directory of GNN articles is given in https://github.com/thunlp/GNNNPapers .

1. Article information

Paper Title: A Comprehensive Survey on Graph Neural Networks
Paper address: https://arxiv.org/pdf/1901.00596.pdf
Release time: 2019
Authors of the paper: Zonghan Wu, Shirui Pan, Fengwen Chen, Guodong Long, Chengqi Zhang, Philip S. Yu

2. Open source algorithm

The GNN open source algorithm is summarized as follows:

3. ConvGNN algorithm

The summary is as follows:

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