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Deep Graph Anomaly Detection: A Survey and New Perspectives

Deep Graph Anomaly Detection: A Survey and New Perspectives

16 September 2024
Hezhe Qiao
Hanghang Tong
Bo An
Irwin King
Charu Aggarwal
Guansong Pang
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Papers citing "Deep Graph Anomaly Detection: A Survey and New Perspectives"

5 / 5 papers shown
Title
GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers
GrokFormer: Graph Fourier Kolmogorov-Arnold Transformers
Guoguo Ai
Guansong Pang
Hezhe Qiao
Yuan Gao
Hui Yan
67
0
0
26 Nov 2024
Partitioning Message Passing for Graph Fraud Detection
Partitioning Message Passing for Graph Fraud Detection
Wei Zhuo
Zemin Liu
Bryan Hooi
Bingsheng He
Guang Tan
Rizal Fathony
Jia Chen
118
15
0
16 Nov 2024
Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood
  Prompts
Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts
Chaoxi Niu
Hezhe Qiao
Changlu Chen
Ling-Hao Chen
Guansong Pang
46
0
0
18 Oct 2024
Generative Semi-supervised Graph Anomaly Detection
Generative Semi-supervised Graph Anomaly Detection
Hezhe Qiao
Qingsong Wen
Xiaoli Li
Ee-Peng Lim
Guansong Pang
37
7
0
19 Feb 2024
Open-Set Graph Anomaly Detection via Normal Structure Regularisation
Open-Set Graph Anomaly Detection via Normal Structure Regularisation
Qizhou Wang
Guansong Pang
Mahsa Salehi
Wray L. Buntine
Christopher Leckie
31
3
0
12 Nov 2023
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