GraphStorm: All-in-one Graph Machine Learning Framework for Industry Applications

Author:

Zheng Da1ORCID,Song Xiang1ORCID,Zhu Qi1ORCID,Zhang Jian1ORCID,Vasiloudis Theodore2ORCID,Ma Runjie1ORCID,Zhang Houyu3ORCID,Wang Zichen4ORCID,Adeshina Soji1ORCID,Nisa Israt1ORCID,Mottini Alejandro3ORCID,Cui Qingjun5ORCID,Rangwala Huzefa6ORCID,Zeng Belinda7ORCID,Faloutsos Christos2ORCID,Karypis George1ORCID

Affiliation:

1. Amazon AWS AI, Santa Clara, CA, USA

2. Amazon AWS AI, Seattle, WA, USA

3. Amazon Search AI, Seattle, WA, USA

4. Amazon AWS AI, New York, NY, USA

5. Amazon Search AI, Palo Alto, CA, USA

6. Amazon AWS AI, Washington, D.C., USA

7. Amazon SP, Seattle, WA, USA

Publisher

ACM

Reference33 articles.

1. Euler github. https://github.com/alibaba/euler, September 2020.

2. Pgl github. https://github.com/PaddlePaddle/PGL, September 2020.

3. D. Busbridge, D. Sherburn, P. Cavallo, and N. Y. Hammerla. Relational graph attention networks. 2019.

4. CogDL: A Comprehensive Library for Graph Deep Learning

5. da Xu, chuanwei ruan, evren korpeoglu, sushant kumar, and kannan achan. Inductive representation learning on temporal graphs. In International Conference on Learning Representations (ICLR), 2020.

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