Decentralized Graph Neural Network for Privacy-Preserving Recommendation

Author:

Zheng Xiaolin1ORCID,Wang Zhongyu1ORCID,Chen Chaochao1ORCID,Qian Jiashu1ORCID,Yang Yao2ORCID

Affiliation:

1. Zhejiang University, Hangzhou, China

2. Zhejiang Lab, Hangzhou, China

Funder

National Key R&D Program of China

Publisher

ACM

Reference68 articles.

1. David Archer , Lily Chen , Jung Hee Cheon , Ran Gilad-Bachrach , Roger A Hallman , Zhicong Huang , Xiaoqian Jiang , Ranjit Kumaresan , Bradley A Malin , Heidi Sofia , 2017 . Applications of homomorphic encryption . In Crypto Standardization Workshop, Microsoft Research , Vol. 14 . David Archer, Lily Chen, Jung Hee Cheon, Ran Gilad-Bachrach, Roger A Hallman, Zhicong Huang, Xiaoqian Jiang, Ranjit Kumaresan, Bradley A Malin, Heidi Sofia, et al. 2017. Applications of homomorphic encryption. In Crypto Standardization Workshop, Microsoft Research, Vol. 14.

2. Private Weighted Random Walk Stochastic Gradient Descent

3. Hypergraph convolution and hypergraph attention

4. Austin R Benson , David F Gleich , and Jure Leskovec . 2016. Higher-order organization of complex networks. Science 353, 6295 ( 2016 ), 163--166. Austin R Benson, David F Gleich, and Jure Leskovec. 2016. Higher-order organization of complex networks. Science 353, 6295 (2016), 163--166.

5. Filippo Maria Bianchi Daniele Grattarola and Cesare Alippi. 2020. Spectral clustering with graph neural networks for graph pooling. In ICML. 874--883. Filippo Maria Bianchi Daniele Grattarola and Cesare Alippi. 2020. Spectral clustering with graph neural networks for graph pooling. In ICML. 874--883.

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