How to explain Graph Neural Networks (with XAI)

▬▬ Papers ▬▬▬▬▬▬▬▬▬▬▬▬▬▬▬
GNNExplainer: https://arxiv.org/abs/1903.03894
Survey: https://arxiv.org/abs/2012.15445

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License code: ZKXJTIWE0MVWWKFJ

▬▬ Timestamps ▬▬▬▬▬▬▬▬▬▬▬
00:00 Introduction
00:28 XAI for other data
01:20 XAI + GNNs
02:30 Overview of methods
06:21 GNNExplainer
09:15 Mathematical details
13:28 Example
13:54 GNNExplainer extensions
14:37 Python library

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