A Semi-supervised Graph Attentive Network for Financial Fraud Detection

A Semi-supervised Graph Attentive Network for Financial Fraud Detection

28 February 2020

Peng Cui

Papers citing "A Semi-supervised Graph Attentive Network for Financial Fraud Detection"

18 / 18 papers shown

Title
Effective High-order Graph Representation Learning for Credit Card Fraud Detection Yao Zou Dawei Cheng 77 1 0 03 Mar 2025
Structural Alignment Improves Graph Test-Time Adaptation Hans Hao-Hsun Hsu Shikun Liu Han Zhao Pan Li OOD TTA 100 0 0 25 Feb 2025
Stealing Training Graphs from Graph Neural Networks Minhua Lin Enyan Dai Junjie Xu Jinyuan Jia Xiang Zhang Suhang Wang DiffM 57 1 0 17 Nov 2024
ComFairGNN: Community Fair Graph Neural Network Yonas Sium Qi Li 68 0 0 07 Nov 2024
DiffGAD: A Diffusion-based Unsupervised Graph Anomaly Detector Jinghan Li Yuan Gao Jinda Lu Sihang Li Congcong Wen Hui Lin Xiang Wang 62 2 0 09 Oct 2024
Guarding Graph Neural Networks for Unsupervised Graph Anomaly Detection Yuanchen Bei Sheng Zhou Jinke Shi Yao Ma Haishuai Wang Jiajun Bu 53 1 0 25 Apr 2024
RAGFormer: Learning Semantic Attributes and Topological Structure for Fraud Detection Haolin Li Shuyang Jiang Lifeng Zhang Siyuan Du Guangnan Ye Hongfeng Chai 36 0 0 27 Feb 2024
Multimodal Deep Learning Cem Akkus Jiquan Ngiam Vladana Djakovic Steffen Jauch-Walser A. Khosla ... Jann Goschenhofer Honglak Lee A. Ng Daniel Schalk Matthias Aßenmacher 31 3,161 0 12 Jan 2023
Heterogeneous Graph Neural Networks for Malicious Account Detection Ziqi Liu Chaochao Chen Xinxing Yang Jun Zhou Xiaolong Li Le Song 45 355 0 27 Feb 2020
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 192 19,902 0 30 Oct 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 282 28,795 0 09 Sep 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 101 10,800 0 03 Jul 2016
Learning Convolutional Neural Networks for Graphs Mathias Niepert Mohamed Ahmed Konstantin Kutzkov GNN SSL 49 2,150 0 17 May 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 26 37,815 0 09 Mar 2016
Intelligent Financial Fraud Detection Practices: An Investigation Jarrod West Maumita Bhattacharya M. Islam 10 40 0 24 Oct 2015
LINE: Large-scale Information Network Embedding Jian Tang Meng Qu Mingzhe Wang Ming Zhang Jun Yan Qiaozhu Mei GNN 65 5,315 0 12 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 104 149,474 0 22 Dec 2014
DeepWalk: Online Learning of Social Representations Bryan Perozzi Rami Al-Rfou Steven Skiena HAI 166 9,735 0 26 Mar 2014