Financial Loan Overdue Risk Detection via Meta-path-based Graph Neural Network

Author:

Chen Jinze1,Liu Jieli2,Wu Zhiying1,Zhao Shanhe3,Li Quanzhong1,Wu Jiajing1

Affiliation:

1. School of Computer Science and Engineering, Sun Yat-sen University,Guangzhou,China,510006

2. School of Software Engineering, Sun Yat-sen University,Zhuhai,China,519082

3. Merchants Union Consumer Finance Company Limited,Shenzhen,China,518000

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference24 articles.

1. Risk Guarantee Prediction in Networked-Loans

2. Relational graph attention networks;busbridge;Proceedings of the International Conference on Learning Representations,2019

3. Evolution of Ethereum Transaction Relationships: Toward Understanding Global Driving Factors From Microscopic Patterns

4. Modeling Relational Data with Graph Convolutional Networks

5. Heterogeneous information network based default analysis on banking micro and small enterprise users;zhang;ArXiv Preprint,2022

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