CausalGraphX: A Counterfactual Graph Neural Network Framework for Explainable Systemic Risk Assessment

Rabimba Karanjai, Hemanth Hegadehalli Madhavarao, Lei Xu, Weidong Shi Feb 1, 2026
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Abstract

CausalGraphX utilizes counterfactual graph neural networks to provide explainable risk assessments in complex financial and systemic environments.

Type Conference Paper
Venue AAAI 2026 (AI4Finance)
Date Feb 2026
AI Neural Networks Explainable AI First Author
AI Neural Networks Explainable AI First Author