Incomplete Graph Learning via Attribute-Structure Decoupled Variational Auto-Encoder

Author:

Jiang Xinke1ORCID,Qin Zidi1ORCID,Xu Jiarong2ORCID,Ao Xiang1ORCID

Affiliation:

1. Institute of Computing Technology, Chinese Academy of Sciences; University of Chinese Academy of Sciences, Beijing, China

2. Fudan University, Shanghai, China

Funder

National Natural Science Foundation of China under Grant

Beijing Nova Program

Project of Youth Innovation Promotion Association CAS

National Key R&D Plan

Publisher

ACM

Reference56 articles.

1. Randy Baden Adam Bender Neil Spring Bobby Bhattacharjee and Daniel Starin. 2009. Persona: an online social network with user-defined privacy. In SIGCOMM.

2. Gustavo E. A. P. A. Batista and Maria Carolina Monard. 2002. A Study of K-Nearest Neighbour as an Imputation Method. In HIS.

3. HongYun Cai, Vincent W. Zheng, and Kevin Chen-Chuan Chang. 2018. A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications. IEEE TKDE (2018).

4. Xu Chen, Siheng Chen, Jiangchao Yao, Huangjie Zheng, Ya Zhang, and Ivor W. Tsang. 2020. Learning on attribute-missing graphs. IEEE TPAMI (2020).

5. Hejie Cui Zijie Lu Pan Li and Carl Yang. 2022. On positional and structural node features for graph neural networks on non-attributed graphs. In CIKM.

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