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2205.15508
Cited By
Rethinking Graph Neural Networks for Anomaly Detection
31 May 2022
Jianheng Tang
Jiajin Li
Zi-Chao Gao
Jia Li
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Papers citing
"Rethinking Graph Neural Networks for Anomaly Detection"
16 / 16 papers shown
Title
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
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
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
Pau Ferrer-Cid
Jose M. Barcelo-Ordinas
J. García-Vidal
37
2
0
28 Oct 2024
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
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
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
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
Mahsa Mesgaran
A. Ben Hamza
18
3
0
15 Aug 2023
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
Jianheng Tang
Kangfei Zhao
Jia Li
8
26
0
11 May 2023
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
Zhiyuan Liu
Chunjie Cao
Jingzhang Sun
11
9
0
11 Dec 2022
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
Deyu Bo
Xiao Wang
C. Shi
Huawei Shen
GNN
84
445
0
04 Jan 2021
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