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A Differential Geometric View and Explainability of GNN on Evolving Graphs

A Differential Geometric View and Explainability of GNN on Evolving Graphs

Yazheng Liu
Xi Zhang
Sihong Xie
ArXiv (abs)PDFHTML

Papers citing "A Differential Geometric View and Explainability of GNN on Evolving Graphs"

3 / 3 papers shown
Title
CoDy: Counterfactual Explainers for Dynamic Graphs
CoDy: Counterfactual Explainers for Dynamic Graphs
Zhan Qu
Daniel Gomm
Michael Färber
CMLFAtt
128
2
0
25 Mar 2024
A Survey on Explainability of Graph Neural Networks
A Survey on Explainability of Graph Neural Networks
Jaykumar Kakkad
Jaspal Jannu
Kartik Sharma
Charu C. Aggarwal
Sourav Medya
93
32
0
02 Jun 2023
Universal Statistics of Fisher Information in Deep Neural Networks: Mean Field Approach
Universal Statistics of Fisher Information in Deep Neural Networks: Mean Field Approach
Ryo Karakida
S. Akaho
S. Amari
FedML
348
152
0
04 Jun 2018

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