GammaGL: A Multi-Backend Library for Graph Neural Networks

Author:

Liu Yaoqi1ORCID,Yang Cheng2ORCID,Zhao Tianyu1ORCID,Han Hui1ORCID,Zhang Siyuan1ORCID,Wu Jing1ORCID,Zhou Guangyu1ORCID,Huang Hai1ORCID,Wang Hui3ORCID,Shi Chuan2ORCID

Affiliation:

1. Beijing University of Posts and Telecommunications, Beijing, China

2. Beijing University of Posts and Telecommunications & Peng Cheng Laboratory, Beijing, shenzhen, China

3. Peng Cheng Laboratory, Shenzhen, China

Funder

The National Natural Science Foundation of China

Publisher

ACM

Reference59 articles.

1. Martín Abadi , Paul Barham , Jianmin Chen , Zhifeng Chen , Andy Davis , Jeffrey Dean , Matthieu Devin , Sanjay Ghemawat , Geoffrey Irving , Michael Isard , 2016 . Tensorflow: a system for large-scale machine learning .. In Osdi , Vol. 16 . Savannah, GA, USA, 265--283. Martín Abadi, Paul Barham, Jianmin Chen, Zhifeng Chen, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Geoffrey Irving, Michael Isard, et al. 2016. Tensorflow: a system for large-scale machine learning.. In Osdi, Vol. 16. Savannah, GA, USA, 265--283.

2. Sami Abu-El-Haija , Bryan Perozzi , Amol Kapoor , Nazanin Alipourfard , Kristina Lerman , Hrayr Harutyunyan , Greg Ver Steeg , and Aram Galstyan . 2019 . Mixhop: Higher-order graph convolutional architectures via sparsified neighborhood mixing . In international conference on machine learning. PMLR, 21--29 . Sami Abu-El-Haija, Bryan Perozzi, Amol Kapoor, Nazanin Alipourfard, Kristina Lerman, Hrayr Harutyunyan, Greg Ver Steeg, and Aram Galstyan. 2019. Mixhop: Higher-order graph convolutional architectures via sparsified neighborhood mixing. In international conference on machine learning. PMLR, 21--29.

3. Hypergraph convolution and hypergraph attention

4. Beyond Low-frequency Information in Graph Convolutional Networks

5. Marc Brockschmidt . 2020 . Gnn-film: Graph neural networks with feature-wise linear modulation . In International Conference on Machine Learning. PMLR, 1144--1152 . Marc Brockschmidt. 2020. Gnn-film: Graph neural networks with feature-wise linear modulation. In International Conference on Machine Learning. PMLR, 1144--1152.

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