Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs

Wang Minjie
Wang Minjie
Yu Lingfan
Yu Lingfan
Gan Quan
Gan Quan
Gai Yu
Gai Yu
Ye Zihao
Ye Zihao
Li Mufei
Li Mufei
Zhou Jinjing
Zhou Jinjing
Huang Qi
Huang Qi
Ma Chao
Ma Chao
Huang Ziyue
Huang Ziyue
Guo Qipeng
Guo Qipeng
Cited by: 54|Bibtex|Views81
Other Links: arxiv.org

Abstract:

Accelerating research in the emerging field of deep graph learning requires new tools. Such systems should support graph as the core abstraction and take care to maintain both forward (i.e. supporting new research ideas) and backward (i.e. integration with existing components) compatibility. In this paper, we present Deep Graph Library ...More

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