Learning to Drop: Robust Graph Neural Network via Topological Denoising

Author:

Luo Dongsheng1,Cheng Wei2,Yu Wenchao2,Zong Bo2,Ni Jingchao2,Chen Haifeng2,Zhang Xiang1

Affiliation:

1. Pennsylvania State University, State College, PA, USA

2. NEC Laboratories America, Princeton, NJ, USA

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference57 articles.

1. Raman Arora and Jalaj Upadhyay. 2019. On Differentially Private Graph Sparsification and Applications. In NeurIPS . 13378--13389. Raman Arora and Jalaj Upadhyay. 2019. On Differentially Private Graph Sparsification and Applications. In NeurIPS . 13378--13389.

2. Andrew Carlson Justin Betteridge Bryan Kisiel Burr Settles Estevam R Hruschka and Tom M Mitchell. 2010. Toward an architecture for never-ending language learning. In AAAI . Andrew Carlson Justin Betteridge Bryan Kisiel Burr Settles Estevam R Hruschka and Tom M Mitchell. 2010. Toward an architecture for never-ending language learning. In AAAI .

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