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A Survey of Explainable Graph Neural Networks: Taxonomy and Evaluation
  Metrics

A Survey of Explainable Graph Neural Networks: Taxonomy and Evaluation Metrics

26 July 2022
Yiqiao Li
Jianlong Zhou
Sunny Verma
Fang Chen
    XAI
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Papers citing "A Survey of Explainable Graph Neural Networks: Taxonomy and Evaluation Metrics"

6 / 6 papers shown
Title
Explainable Graph Neural Networks Under Fire
Explainable Graph Neural Networks Under Fire
Zhong Li
Simon Geisler
Yuhang Wang
Stephan Günnemann
M. Leeuwen
AAML
34
0
0
10 Jun 2024
SynHING: Synthetic Heterogeneous Information Network Generation for
  Graph Learning and Explanation
SynHING: Synthetic Heterogeneous Information Network Generation for Graph Learning and Explanation
Ming-Yi Hong
Yi-Hsiang Huang
Shao-En Lin
You-Chen Teng
Chih-Yu Wang
Che Lin
28
0
0
07 Jan 2024
Towards a Comprehensive Human-Centred Evaluation Framework for
  Explainable AI
Towards a Comprehensive Human-Centred Evaluation Framework for Explainable AI
Ivania Donoso-Guzmán
Jeroen Ooge
Denis Parra
K. Verbert
16
5
0
31 Jul 2023
GANExplainer: GAN-based Graph Neural Networks Explainer
GANExplainer: GAN-based Graph Neural Networks Explainer
Yiqiao Li
Jianlong Zhou
Boyuan Zheng
Fang Chen
LLMAG
27
4
0
30 Dec 2022
The Path to Autonomous Learners
The Path to Autonomous Learners
Hanna Abi Akl
14
1
0
04 Nov 2022
Explainability in Graph Neural Networks: A Taxonomic Survey
Explainability in Graph Neural Networks: A Taxonomic Survey
Hao Yuan
Haiyang Yu
Shurui Gui
Shuiwang Ji
159
589
0
31 Dec 2020
1