Live Demo
Demonstration: Demonstrations 2

Automated Evaluation of GNN Explanations with Neuro Symbolic Reasoning

Vanya BK · Muhammed Ameen · Balaji Ganesan · Devbrat Sharma · Arvind Agarwal

[ Abstract ] [ Project Page ]
Wed 8 Dec 8:35 a.m. PST — 8:50 a.m. PST


Automatically evaluating explanations of GNN model predictions can significantly increase the adoption of GNN models and explainability solutions in real world applications. In this demo, we present a method to use GNN predictions and symbolic reasoners, to automatically evaluate the explanations from GNN explainability techniques.