Trustworthy-constraint Deep Graph Learning for Enterprise Financial Risk Prediction

• Published in: Journal of Applied Science and Engineering Vol. 29; no. 1; pp. 113 - 120
• Main Author: Wenting Ma
• Format: Journal Article
• Language: English
• Published: Tamkang University Press 2026
• Subjects: financial risk prediction; heterogeneous graph information aggregation; trustworthy decision-making mechanism

Financial risk prediction for enterprises is a hot topic in the field of financial technology. Deep learning-Based methods achieve encouraging the financial risk prediction performance due to the power ability of the feature learning. However, there exists two issues in deep learning-Based methods....