2 papers
q-fin.RM2025
Utilizing Effective Dynamic Graph Learning to Shield Financial Stability from Risk Propagation
Guanyuan Yu, Qing Li, Yu Zhao +3
Financial risks can propagate across both tightly coupled temporal and spatial dimensions, posing significant threats to financial stability. Moreover, risks embedded in unlabeled…
cs.CE2024
Fusing LLMs and KGs for Formal Causal Reasoning behind Financial Risk Contagion
Guanyuan Yu, Xv Wang, Qing Li +1
Financial risks trend to spread from one entity to another, ultimately leading to systemic risks. The key to preventing such risks lies in understanding the causal chains behind ri…