3 papers
cs.LG2025
Integrating Feature Attention and Temporal Modeling for Collaborative Financial Risk Assessment
Yue Yao, Zhen Xu, Youzhu Liu +3
This paper addresses the challenges of data privacy and collaborative modeling in cross-institution financial risk analysis. It proposes a risk assessment framework based on federa…
q-fin.CP2024
Leveraging Generative Adversarial Networks for Addressing Data Imbalance in Financial Market Supervision
Mohan Jiang, Yaxin Liang, Siyuan Han +3
This study explores the application of generative adversarial networks in financial market supervision, especially for solving the problem of data imbalance to improve the accuracy…
q-fin.RM2024
Advanced Risk Prediction and Stability Assessment of Banks Using Time Series Transformer Models
Wenying Sun, Zhen Xu, Wenqing Zhang +3
This paper aims to study the prediction of the bank stability index based on the Time Series Transformer model. The bank stability index is an important indicator to measure the he…