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2103.00113
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Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning
27 February 2021
Yixin Liu
Zhao Li
Shirui Pan
Chen Gong
Chuan Zhou
George Karypis
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Papers citing
"Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning"
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Title
EAGLE: Contrastive Learning for Efficient Graph Anomaly Detection
Jing Ren
Mingliang Hou
Zhixuan Liu
Xiaomei Bai
14
1
0
12 May 2025
Learning Multi-view Multi-class Anomaly Detection
Qianzi Yu
Yang Cao
Yu Kang
38
0
0
30 Apr 2025
A Pre-Training and Adaptive Fine-Tuning Framework for Graph Anomaly Detection
Yunhui Liu
Jiashun Cheng
Jia Li
Fugee Tsung
Hongzhi Yin
Tieke He
19
0
0
19 Apr 2025
Deep Learning Advancements in Anomaly Detection: A Comprehensive Survey
Haoqi Huang
Ping Wang
Jianhua Pei
Jiacheng Wang
Shahen Alexanian
Dusit Niyato
AAML
67
0
0
17 Mar 2025
Unsupervised Graph Anomaly Detection via Multi-Hypersphere Heterophilic Graph Learning
Hang Ni
Jindong Han
Nengjun Zhu
Hao Liu
57
0
0
15 Mar 2025
G-OSR: A Comprehensive Benchmark for Graph Open-Set Recognition
Yicong Dong
Rundong He
Guangyao Chen
Wentao Zhang
Zhongyi Han
Jieming Shi
Yilong Yin
38
0
0
01 Mar 2025
Semi-supervised Anomaly Detection with Extremely Limited Labels in Dynamic Graphs
Jiazhen Chen
Sichao Fu
Zheng Ma
M. Feng
T. Wirjanto
Qinmu Peng
35
0
0
25 Jan 2025
DCOR: Anomaly Detection in Attributed Networks via Dual Contrastive Learning Reconstruction
Hossein Rafiee Zade
Hadi Zare
Mohsen Ghassemi Parsa
Hadi Davardoust
Meshkat Shariat Bagheri
68
1
0
21 Dec 2024
TGTOD: A Global Temporal Graph Transformer for Outlier Detection at Scale
Kay Liu
Jiahao Ding
MohamadAli Torkamani
Philip S. Yu
71
1
0
01 Dec 2024
UniGAD: Unifying Multi-level Graph Anomaly Detection
Yiqing Lin
Jianheng Tang
Chenyi Zi
Haihong Zhao
Yuan Yao
Jia Li
19
0
0
10 Nov 2024
High-Pass Graph Convolutional Network for Enhanced Anomaly Detection: A Novel Approach
Shelei Li
Yong Chai Tan
Tai Vincent
21
0
0
04 Nov 2024
ANOMIX: A Simple yet Effective Hard Negative Generation via Mixing for Graph Anomaly Detection
Hwan Kim
Junghoon Kim
Sungsu Lim
14
0
0
27 Oct 2024
Zero-shot Generalist Graph Anomaly Detection with Unified Neighborhood Prompts
Chaoxi Niu
Hezhe Qiao
Changlu Chen
Ling-Hao Chen
Guansong Pang
28
0
0
18 Oct 2024
Towards Cross-domain Few-shot Graph Anomaly Detection
Jiazhen Chen
Sichao Fu
Zhibin Zhang
Zheng Ma
M. Feng
T. Wirjanto
Qinmu Peng
18
0
0
11 Oct 2024
Deep Graph Anomaly Detection: A Survey and New Perspectives
Hezhe Qiao
Hanghang Tong
Bo An
Irwin King
Charu Aggarwal
Guansong Pang
16
4
0
16 Sep 2024
A Methodological Report on Anomaly Detection on Dynamic Knowledge Graphs
Xiaohua Lu
Leshanshui Yang
27
0
0
12 Aug 2024
Deep Learning-based Anomaly Detection and Log Analysis for Computer Networks
Shuzhan Wang
Ruxue Jiang
Zhaoqi Wang
Yan Zhou
22
27
0
08 Jul 2024
Counterfactual Data Augmentation with Denoising Diffusion for Graph Anomaly Detection
Chunjing Xiao
Shikang Pang
Xovee Xu
Xuan Li
Goce Trajcevski
Fan Zhou
DiffM
21
7
0
02 Jul 2024
Federated Graph Semantic and Structural Learning
Wenke Huang
Guancheng Wan
Mang Ye
Bo Du
FedML
19
42
0
27 Jun 2024
Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement
Wenjing Chang
Kay Liu
Philip S. Yu
Jianjun Yu
51
2
0
03 Jun 2024
Towards a Unified Framework of Clustering-based Anomaly Detection
Zeyu Fang
Ming Gu
Sheng Zhou
Jiawei Chen
Qiaoyu Tan
Haishuai Wang
Jiajun Bu
27
0
0
01 Jun 2024
Revisiting the Message Passing in Heterophilous Graph Neural Networks
Zhuonan Zheng
Yuan-Qi Bei
Sheng Zhou
Yao Ma
Ming Gu
Hongjia Xu
Chengyu Lai
Jiawei Chen
Jiajun Bu
45
0
0
28 May 2024
ARC: A Generalist Graph Anomaly Detector with In-Context Learning
Yixin Liu
Shiyuan Li
Yu Zheng
Qingfeng Chen
Chengqi Zhang
Shirui Pan
17
9
0
27 May 2024
Safety in Graph Machine Learning: Threats and Safeguards
Song Wang
Yushun Dong
Binchi Zhang
Zihan Chen
Xingbo Fu
Yinhan He
Cong Shen
Chuxu Zhang
Nitesh V. Chawla
Jundong Li
30
7
0
17 May 2024
Anomaly Detection in Graph Structured Data: A Survey
Prabin B. Lamichhane
William Eberle
20
3
0
10 May 2024
Critical Review for One-class Classification: recent advances and the reality behind them
Toshitaka Hayashi
Dalibor Cimr
Hamido Fujita
R. Cimler
27
0
0
27 Apr 2024
Guarding Graph Neural Networks for Unsupervised Graph Anomaly Detection
Yuan-Qi Bei
Sheng Zhou
Jinke Shi
Yao Ma
Haishuai Wang
Jiajun Bu
16
1
0
25 Apr 2024
Multi-View Subgraph Neural Networks: Self-Supervised Learning with Scarce Labeled Data
Zhenzhong Wang
Qingyuan Zeng
Wanyu Lin
Min Jiang
Kay Chen Tan
SSL
19
1
0
19 Apr 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond
Lecheng Zheng
Baoyu Jing
Zihao Li
Hanghang Tong
Jingrui He
VLM
16
18
0
30 Mar 2024
Beyond the Known: Novel Class Discovery for Open-world Graph Learning
Yucheng Jin
Yun Xiong
Juncheng Fang
Xixi Wu
Dongxiao He
Xing Jia
Bingchen Zhao
Philip Yu
OffRL
22
0
0
29 Mar 2024
EG-ConMix: An Intrusion Detection Method based on Graph Contrastive Learning
Lijin Wu
Shanshan Lei
Feilong Liao
Yuanjun Zheng
Yuxin Liu
Wentao Fu
Hao Song
Jiajun Zhou
19
1
0
24 Mar 2024
Generation is better than Modification: Combating High Class Homophily Variance in Graph Anomaly Detection
Rui Zhang
Dawei Cheng
Xin Liu
Jie Yang
Ouyang Yi
Xian Wu
Yefeng Zheng
25
2
0
15 Mar 2024
Spatial-temporal Memories Enhanced Graph Autoencoder for Anomaly Detection in Dynamic Graphs
Jie Liu
Xuequn Shang
Xiaolin Han
Kai Zheng
Hongzhi Yin
31
0
0
14 Mar 2024
Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs
Tianyu Zhang
Chengbin Hou
Rui Jiang
Xuegong Zhang
Chenghu Zhou
Ke Tang
Hairong Lv
24
0
0
26 Feb 2024
Towards Fair Graph Anomaly Detection: Problem, New Datasets, and Evaluation
Neng Kai Nigel Neo
Yeon-Chang Lee
Yiqiao Jin
Sang-Wook Kim
Srijan Kumar
30
4
0
25 Feb 2024
FGAD: Self-boosted Knowledge Distillation for An Effective Federated Graph Anomaly Detection Framework
Jinyu Cai
Yunhe Zhang
Zhoumin Lu
Wenzhong Guo
See-kiong Ng
FedML
21
1
0
20 Feb 2024
SLADE: Detecting Dynamic Anomalies in Edge Streams without Labels via Self-Supervised Learning
Jongha Lee
Sunwoo Kim
Kijung Shin
AI4TS
28
0
0
19 Feb 2024
Generative Semi-supervised Graph Anomaly Detection
Hezhe Qiao
Qingsong Wen
Xiaoli Li
Ee-Peng Lim
Guansong Pang
19
7
0
19 Feb 2024
AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection
Xinchen Zhang
Running Zhao
Zhihan Jiang
Zhicong Sun
Yulong Ding
Edith C. H. Ngai
Shuang-Hua Yang
11
2
0
02 Feb 2024
Multitask Active Learning for Graph Anomaly Detection
Wenjing Chang
Kay Liu
Kaize Ding
Philip S. Yu
Jianjun Yu
29
8
0
24 Jan 2024
SCALA: Sparsification-based Contrastive Learning for Anomaly Detection on Attributed Networks
Enbo He
Yitong Hao
Yue Zhang
Guisheng Yin
Lina Yao
12
3
0
03 Jan 2024
Data Augmentation for Supervised Graph Outlier Detection with Latent Diffusion Models
Kay Liu
Hengrui Zhang
Ziqing Hu
Fangxin Wang
Philip S. Yu
11
1
0
29 Dec 2023
ADA-GAD: Anomaly-Denoised Autoencoders for Graph Anomaly Detection
Junwei He
Qianqian Xu
Yangbangyan Jiang
Zitai Wang
Qingming Huang
11
5
0
22 Dec 2023
Reinforcement Neighborhood Selection for Unsupervised Graph Anomaly Detection
Yuan-Qi Bei
Sheng Zhou
Qiaoyu Tan
Hao Xu
Hao Chen
Zhao Li
Jiajun Bu
16
5
0
09 Dec 2023
NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation
Hao Dong
Gaëtan Frusque
Yue Zhao
Eleni Chatzi
Olga Fink
AAML
8
5
0
20 Nov 2023
Few-shot Message-Enhanced Contrastive Learning for Graph Anomaly Detection
Fan Xu
Nan Wang
Xuezhi Wen
Meiqi Gao
Chaoqun Guo
Xibin Zhao
12
6
0
17 Nov 2023
Open-Set Graph Anomaly Detection via Normal Structure Regularisation
Qizhou Wang
Guansong Pang
Mahsa Salehi
Wray L. Buntine
Christopher Leckie
18
2
0
12 Nov 2023
Prioritized Propagation in Graph Neural Networks
Yao Cheng
Minjie Chen
Xiang Li
Caihua Shan
Ming Gao
AI4CE
12
0
0
06 Nov 2023
Towards Self-Interpretable Graph-Level Anomaly Detection
Yixin Liu
Kaize Ding
Qinghua Lu
Fuyi Li
Leo Yu Zhang
Shirui Pan
14
47
0
25 Oct 2023
PREM: A Simple Yet Effective Approach for Node-Level Graph Anomaly Detection
Junjun Pan
Yixin Liu
Yizhen Zheng
Shirui Pan
14
18
0
18 Oct 2023
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