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ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection

ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection

22 December 2023
Junwei He
Qianqian Xu
Yangbangyan Jiang
Zitai Wang
Qingming Huang
ArXiv (abs)PDFHTML

Papers citing "ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection"

9 / 9 papers shown
Title
GRASPED: Graph Anomaly Detection using Autoencoder with Spectral Encoder and Decoder (Full Version)
GRASPED: Graph Anomaly Detection using Autoencoder with Spectral Encoder and Decoder (Full Version)
Wei Herng Choong
Jixing Liu
Ching-yu Kao
Philip Sperl
116
0
0
21 Aug 2025
CRoC: Context Refactoring Contrast for Graph Anomaly Detection with Limited Supervision
CRoC: Context Refactoring Contrast for Graph Anomaly Detection with Limited Supervision
Siyue Xie
D. Tam
Wing Cheong Lau
116
0
0
17 Aug 2025
Enhancing Fairness in Autoencoders for Node-Level Graph Anomaly Detection
Enhancing Fairness in Autoencoders for Node-Level Graph Anomaly Detection
Shouju Wang
Yuchen Song
Shengén Li
Dongmian Zou
92
0
0
14 Aug 2025
Court of LLMs: Evidence-Augmented Generation via Multi-LLM Collaboration for Text-Attributed Graph Anomaly Detection
Court of LLMs: Evidence-Augmented Generation via Multi-LLM Collaboration for Text-Attributed Graph Anomaly Detection
Yiming Xu
Jiarun Chen
Zhen Peng
Zihan Chen
Qika Lin
Lan Ma
Bin Shi
Bo Dong
91
1
0
01 Aug 2025
CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection
CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection
Karish Grover
Geoffrey J. Gordon
Christos Faloutsos
308
0
0
12 Feb 2025
DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector
DiffGAD: A Diffusion-based Unsupervised Graph Anomaly DetectorInternational Conference on Learning Representations (ICLR), 2024
Jinghan Li
Yuan Gao
Jinda Lu
Cunchun Li
Congcong Wen
Hui Lin
Xiang Wang
357
6
0
09 Oct 2024
Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement
Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement
Wenjing Chang
Kay Liu
Philip S. Yu
Jianjun Yu
393
4
0
03 Jun 2024
Open-Set Graph Anomaly Detection via Normal Structure Regularisation
Open-Set Graph Anomaly Detection via Normal Structure RegularisationInternational Conference on Learning Representations (ICLR), 2023
Qizhou Wang
Guansong Pang
Mahsa Salehi
Wray Buntine
Christopher Leckie
410
7
0
12 Nov 2023
Coupled-Space Attacks against Random-Walk-based Anomaly Detection
Coupled-Space Attacks against Random-Walk-based Anomaly DetectionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Y. Lai
Marcin Waniek
Liying Li
Jing-Zheng Wu
Yulin Zhu
Tomasz P. Michalak
Talal Rahwan
Wei Song
AAML
208
3
0
26 Jul 2023
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