most citedA Deep Learning Framework Integrating CNN and BiLSTM for Financial Systemic Risk Analysis and Prediction

3 citations · 4 across the 3 of their papers we have counts for

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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…

cs.LG2025★ 3 cited

A Deep Learning Framework Integrating CNN and BiLSTM for Financial Systemic Risk Analysis and Prediction

Yu Cheng, Zhen Xu, Yuan Chen +3

This study proposes a deep learning model based on the combination of convolutional neural network (CNN) and bidirectional long short-term memory network (BiLSTM) for discriminant…