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Z Q Liu

Biographic Data

ID8087606
NAMEZ Q Liu
GIVEN NAMESZ Q
FAMILY NAMELiu
SIGNATURELIU Z Q
AFFILIATIONSShanghai University of Engineering Science
ORCID0009-0009-0526-3612
VERIFIEDYes
TOTAL WORKS1
TOTAL CITATIONS0
WORKS AS AUTHOR1
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2025
LATEST PUBLICATION YEAR2025
H-INDEX0
  • A Robust Graph Fraud Detection Model Based on Adversarial Reweighting

    Open Access•Z Q Liu, Zhengyang Liu et al.•ARTICLE•IEEE Transactions on Computational…•2025

    Graph-based fraud detection has gained significant attention due to its effectiveness in risk management. Recent approaches utilizing graph neural networks highlight the benefits of representing nodes through aggregating homogeneous neighbors. However, in real-world situations, fraudsters disguise their activities by forming connections with benign entities, leading to limitations in the homogeneous aggregation method. Because combining represent…

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  • A Robust Graph Fraud Detection Model Based on Adversarial Reweighting

    Open Access•Z Q Liu, Zhengyang Liu et al.•ARTICLE•IEEE Transactions on Computational…•2025

    Graph-based fraud detection has gained significant attention due to its effectiveness in risk management. Recent approaches utilizing graph neural networks highlight the benefits of representing nodes through aggregating homogeneous neighbors. However, in real-world situations, fraudsters disguise their activities by forming connections with benign entities, leading to limitations in the homogeneous aggregation method. Because combining represent…

Adversarial system (1 work) · Artificial Intelligence (1 work) · Computer Science (1 work) · Computer security (1 work) · Graph (1 work) · Graph theory (1 work) · Imbalanced Data Classification Techniques (1 work) · Machine learning (1 work) · Mathematics (1 work) · Theoretical Computer Science (1 work)

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