Semantic Interpretation and Validation of Graph Attention-Based Explanations for GNN Models
Author:
Affiliation:
1. Cognitive Robotics Group, University of Oxford,Department of Engineering Science,UK
2. Mobile Robotics Group, Oxford Robotics Institute, University of Oxford,Department of Engineering Science,UK
Funder
EPSRC
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/10406297/10406219/10406370.pdf?arnumber=10406370
Reference28 articles.
1. Trustworthy Graph Learning
2. GCN-SE: Attention as Explainability for Node Classification in Dynamic Graphs
3. Attention is not not Explanation
4. Attention is not explanation;Jain
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