Normality Learning-based Graph Anomaly Detection via Multi-Scale Contrastive Learning

Author:

Duan Jingcan1ORCID,Zhang Pei1ORCID,Wang Siwei2ORCID,Hu Jingtao1ORCID,Jin Hu1ORCID,Zhang Jiaxin1ORCID,Zhou Haifang1ORCID,Liu Xinwang1ORCID

Affiliation:

1. National University of Defense Technology, Changsha, China

2. Intelligent Game and Decision Lab, Beijing, China

Funder

the National Key R&D Program of China

the National Natural Science Foundation of China

Publisher

ACM

Reference44 articles.

1. Beyond Low-frequency Information in Graph Convolutional Networks

2. LOF

3. Ziwei Chai Siqi You Yang Yang Shiliang Pu Jiarong Xu Haoyang Cai and Weihao Jiang. [n. d.]. Can Abnormality be Detected by Graph Neural Networks? ([n. d.]). Ziwei Chai Siqi You Yang Yang Shiliang Pu Jiarong Xu Haoyang Cai and Weihao Jiang. [n. d.]. Can Abnormality be Detected by Graph Neural Networks? ([n. d.]).

4. Deep Anomaly Detection on Attributed Networks

5. Jingcan Duan , Siwei Wang , Xinwang Liu , Haifang Zhou , Jingtao Hu , and Hu Jin . 2022 . GADMSL: Graph Anomaly Detection on Attributed Networks via Multi-scale Substructure Learning. arXiv preprint arXiv:2211.15255 (2022). Jingcan Duan, Siwei Wang, Xinwang Liu, Haifang Zhou, Jingtao Hu, and Hu Jin. 2022. GADMSL: Graph Anomaly Detection on Attributed Networks via Multi-scale Substructure Learning. arXiv preprint arXiv:2211.15255 (2022).

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