Effective High-order Graph Representation Learning for Credit Card Fraud Detection

3 March 2025

Papers citing "Effective High-order Graph Representation Learning for Credit Card Fraud Detection"

8 / 8 papers shown

Title
Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation Sheng Xiang Mingzhi Zhu Dawei Cheng Enxia Li Ruihui Zhao Yi Ouyang Ling Chen Yefeng Zheng GNN 51 60 0 24 Dec 2024
Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond Oleg Platonov Denis Kuznedelev Artem Babenko Liudmila Prokhorenkova 51 37 0 13 Sep 2022
Rethinking Graph Neural Networks for Anomaly Detection Jianheng Tang Jiajin Li Zi-Chao Gao Jia Li 69 205 0 31 May 2022
How Powerful are Spectral Graph Neural Networks Xiyuan Wang Muhan Zhang 72 179 0 23 May 2022
AdaGNN: Graph Neural Networks with Adaptive Frequency Response Filter Yushun Dong Kaize Ding B. Jalaeian Shuiwang Ji Jundong Li 58 59 0 26 Apr 2021
Beyond Low-frequency Information in Graph Convolutional Networks Deyu Bo Xiao Wang C. Shi Huawei Shen GNN 91 558 0 04 Jan 2021
Geom-GCN: Geometric Graph Convolutional Networks Hongbin Pei Bingzhen Wei Kevin Chen-Chuan Chang Yu Lei Bo Yang GNN 169 1,078 0 13 Feb 2020
Representation Learning on Graphs with Jumping Knowledge Networks Keyulu Xu Chengtao Li Yonglong Tian Tomohiro Sonobe Ken-ichi Kawarabayashi Stefanie Jegelka GNN 267 1,944 0 09 Jun 2018