activity
20242026
most citedA Deep Learning Framework Integrating CNN and BiLSTM for Financial Systemic Risk Analysis and Prediction

3 citations · 4 across the 5 of their papers we have counts for

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2 papers · 1 filter

cs.LG2026

Multi-Agent Framework for Audit Risk Assessment with Explicit Uncertainty and Evidence Conflict Modeling

Yuhan Wang, Manqing Wang, Yixuan Lu +2

Audit risk assessment increasingly benefits from combining heterogeneous evidence sources, yet existing approaches typically produce point predictions without quantifying how well…

cs.LG2026

Graph-Based Financial Fraud Detection with Calibrated Risk Scoring and Structural Regularization

Yunfei Nie, Jiawei Wang, Ruobing Yan +3

Financial transaction fraud prevention faces challenges such as complex relationship structures, concealed behavioral patterns, and dynamically changing data distribution. Discrimi…