Decoupling Representation Learning and Classification for GNN-based Anomaly Detection
Author:
Affiliation:
1. Renmin University of China, Beijing, China
2. The University of Queensland, Brisbane, Australia
Funder
Beijing Natural Science Foundation
National Key Research and Develop Plan
CCF-Tencent Open Fund
National Natural Science Foundation of China
ARC Discovery Project
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3404835.3462944
Reference61 articles.
1. Leman Akoglu Rishi Chandy and Christos Faloutsos. 2013. Opinion Fraud Detection in Online Reviews by Network Effects. In ICWSM. Leman Akoglu Rishi Chandy and Christos Faloutsos. 2013. Opinion Fraud Detection in Online Reviews by Network Effects. In ICWSM.
2. Graph based anomaly detection and description: a survey
3. Richard J Bolton David J Hand etal 2001. Unsupervised profiling methods for fraud detection. Credit scoring and credit control VII (2001) 235--255. Richard J Bolton David J Hand et al. 2001. Unsupervised profiling methods for fraud detection. Credit scoring and credit control VII (2001) 235--255.
Cited by 64 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. CGAD: A novel contrastive learning-based framework for anomaly detection in attributed networks;Neurocomputing;2024-12
2. Revisiting Attack-Caused Structural Distribution Shift in Graph Anomaly Detection;IEEE Transactions on Knowledge and Data Engineering;2024-09
3. Graph Anomaly Detection with Few Labels: A Data-Centric Approach;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24
4. Divide and Denoise: Empowering Simple Models for Robust Semi-Supervised Node Classification against Label Noise;Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining;2024-08-24
5. HFD: Hierarchical feature decoupling for SQL generation from text;Intelligent Data Analysis;2024-07-17
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3