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Rethinking Graph Neural Networks for Anomaly Detection

Rethinking Graph Neural Networks for Anomaly Detection

31 May 2022
Jianheng Tang
Jiajin Li
Zi-Chao Gao
Jia Li
ArXivPDFHTML

Papers citing "Rethinking Graph Neural Networks for Anomaly Detection"

16 / 16 papers shown
Title
Addressing Noise and Stochasticity in Fraud Detection for Service Networks
Addressing Noise and Stochasticity in Fraud Detection for Service Networks
Wenxin Zhang
Ding Xu
Xi Xuan
Lei Jiang
Guangzhen Yao
Renda Han
Xiangxiang Lang
Cuicui Luo
27
0
0
02 May 2025
Dual-channel Heterophilic Message Passing for Graph Fraud Detection
Dual-channel Heterophilic Message Passing for Graph Fraud Detection
W. Zhang
Jingxing Zhong
Guangzhen Yao
Renda Han
Xiaojian Lin
Zeyu Zhang
Cuicui Luo
23
0
0
19 Apr 2025
DP-GPL: Differentially Private Graph Prompt Learning
DP-GPL: Differentially Private Graph Prompt Learning
Jing Xu
Franziska Boenisch
Iyiola Emmanuel Olatunji
Adam Dziedzic
AAML
45
0
0
13 Mar 2025
SSH: Sparse Spectrum Adaptation via Discrete Hartley Transformation
Yixian Shen
Qi Bi
Jia-Hong Huang
Hongyi Zhu
Andy D. Pimentel
Anuj Pathania
41
0
0
08 Feb 2025
A Review of Graph-Powered Data Quality Applications for IoT Monitoring Sensor Networks
A Review of Graph-Powered Data Quality Applications for IoT Monitoring Sensor Networks
Pau Ferrer-Cid
Jose M. Barcelo-Ordinas
J. García-Vidal
37
2
0
28 Oct 2024
Krait: A Backdoor Attack Against Graph Prompt Tuning
Krait: A Backdoor Attack Against Graph Prompt Tuning
Ying Song
Rita Singh
Balaji Palanisamy
AAML
38
0
0
18 Jul 2024
Anomaly Detection in Dynamic Graphs: A Comprehensive Survey
Anomaly Detection in Dynamic Graphs: A Comprehensive Survey
Ocheme Anthony Ekle
William Eberle
AI4TS
16
10
0
31 May 2024
A Survey of Graph Neural Networks in Real world: Imbalance, Noise,
  Privacy and OOD Challenges
A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges
Wei Ju
Siyu Yi
Yifan Wang
Zhiping Xiao
Zhengyan Mao
...
Senzhang Wang
Xinwang Liu
Xiao Luo
Philip S. Yu
Ming Zhang
AI4CE
31
36
0
07 Mar 2024
Label-Free Multivariate Time Series Anomaly Detection
Label-Free Multivariate Time Series Anomaly Detection
Qihang Zhou
Shibo He
Haoyu Liu
Jiming Chen
Wenchao Meng
AI4TS
8
10
0
17 Dec 2023
A Graph Encoder-Decoder Network for Unsupervised Anomaly Detection
A Graph Encoder-Decoder Network for Unsupervised Anomaly Detection
Mahsa Mesgaran
A. Ben Hamza
18
3
0
15 Aug 2023
Improving Generalizability of Graph Anomaly Detection Models via Data
  Augmentation
Improving Generalizability of Graph Anomaly Detection Models via Data Augmentation
Shuang Zhou
Xiao Shi Huang
Ninghao Liu
Huachi Zhou
F. Chung
Longhai Huang
23
22
0
18 Jun 2023
A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph
  Entity Alignment
A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment
Jianheng Tang
Kangfei Zhao
Jia Li
8
26
0
11 May 2023
Evolve Path Tracer: Early Detection of Malicious Addresses in
  Cryptocurrency
Evolve Path Tracer: Early Detection of Malicious Addresses in Cryptocurrency
Ling Cheng
Feida Zhu
Y. Wang
Rui Liang
Huiwen Liu
6
7
0
13 Jan 2023
Mul-GAD: a semi-supervised graph anomaly detection framework via
  aggregating multi-view information
Mul-GAD: a semi-supervised graph anomaly detection framework via aggregating multi-view information
Zhiyuan Liu
Chunjie Cao
Jingzhang Sun
11
9
0
11 Dec 2022
AdaGNN: Graph Neural Networks with Adaptive Frequency Response Filter
AdaGNN: Graph Neural Networks with Adaptive Frequency Response Filter
Yushun Dong
Kaize Ding
B. Jalaeian
Shuiwang Ji
Jundong Li
53
59
0
26 Apr 2021
Beyond Low-frequency Information in Graph Convolutional Networks
Beyond Low-frequency Information in Graph Convolutional Networks
Deyu Bo
Xiao Wang
C. Shi
Huawei Shen
GNN
84
445
0
04 Jan 2021
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