Grad: Guided Relation Diffusion Generation for Graph Augmentation in Graph Fraud Detection
Grad: 图神经网络在图欺诈检测中的引导关系扩散生成用于图增强
机构 * Tongji University Shanghai China ； The University of New South Wales Sydney Australia ； Tongji University \& Shanghai Artificial Intelligence Laboratory Shanghai China ； Wechat Pay, Tencent Inc. Shenzhen China ； Tongji University ； The University of New South Wales ； Tongji University \& Shanghai Artificial Intelligence Laboratory ； Wechat Pay, Tencent Inc.
AI总结 Grad通过引导关系扩散生成和监督图对比学习，提升图欺诈检测中欺诈与良性用户差异，有效识别隐藏欺诈信号。
Comments Accepted by The Web Conference 2025 (WWW'25). 12 pages, includes implementation details. Code: https://github.com/AI4Risk/antifraud and https://github.com/Muyiiiiii/WWW25-Grad
Journal ref Proceedings of the ACM Web Conference 2025 (WWW '25), April 28-May 2, 2025, Sydney, NSW, Australia
