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GNNAnatomy: Rethinking Model-Level Explanations for Graph Neural Networks
v1v2v3 (latest)

GNNAnatomy: Rethinking Model-Level Explanations for Graph Neural Networks

6 June 2024
Hsiao-Ying Lu
Yiran Li
Ujwal Pratap Krishna Kaluvakolanu Thyagarajan
K. Ma
ArXiv (abs)PDFHTMLGithub

Papers citing "GNNAnatomy: Rethinking Model-Level Explanations for Graph Neural Networks"

2 / 2 papers shown
A Unified Approach to Interpreting Model Predictions
A Unified Approach to Interpreting Model Predictions
Scott M. Lundberg
Su-In Lee
FAtt
5.2K
32,979
0
22 May 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAttFaML
2.7K
21,359
0
16 Feb 2016
1
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