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Semantic Interpretation and Validation of Graph Attention-based
  Explanations for GNN Models

Semantic Interpretation and Validation of Graph Attention-based Explanations for GNN Models

8 August 2023
Efimia Panagiotaki
D. Martini
Lars Kunze
ArXivPDFHTML

Papers citing "Semantic Interpretation and Validation of Graph Attention-based Explanations for GNN Models"

4 / 4 papers shown
Title
Faithful Interpretation for Graph Neural Networks
Faithful Interpretation for Graph Neural Networks
Lijie Hu
Tianhao Huang
Lu Yu
Wanyu Lin
Tianhang Zheng
Di Wang
31
1
0
09 Oct 2024
RobotCycle: Assessing Cycling Safety in Urban Environments
RobotCycle: Assessing Cycling Safety in Urban Environments
Efimia Panagiotaki
Tyler Reinmund
Stephan Mouton
Luke Pitt
Arundathi Shaji Shanthini
...
Samuel Sze
Brian Liu
Chris Prahacs
Daniele De Martini
Lars Kunze
52
1
0
12 Mar 2024
That's My Point: Compact Object-centric LiDAR Pose Estimation for
  Large-scale Outdoor Localisation
That's My Point: Compact Object-centric LiDAR Pose Estimation for Large-scale Outdoor Localisation
Georgi Pramatarov
Matthew Gadd
Paul Newman
Daniele De Martini
3DPC
28
3
0
07 Mar 2024
Explainability in Graph Neural Networks: A Taxonomic Survey
Explainability in Graph Neural Networks: A Taxonomic Survey
Hao Yuan
Haiyang Yu
Shurui Gui
Shuiwang Ji
167
593
0
31 Dec 2020
1