EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time

2 May 2024

Papers citing "EiG-Search: Generating Edge-Induced Subgraphs for GNN Explanation in Linear Time"

4 / 4 papers shown

Title
GOAt: Explaining Graph Neural Networks via Graph Output Attribution Shengyao Lu Keith G. Mills Jiao He Bang Liu Di Niu FAtt 29 8 0 26 Jan 2024
DAG Matters! GFlowNets Enhanced Explainer For Graph Neural Networks Wenqian Li Yinchuan Li Zhigang Li Jianye Hao Yan Pang 83 29 0 04 Mar 2023
MotifExplainer: a Motif-based Graph Neural Network Explainer Zhaoning Yu Hongyang Gao 26 14 0 01 Feb 2022
Explainability in Graph Neural Networks: A Taxonomic Survey Hao Yuan Haiyang Yu Shurui Gui Shuiwang Ji 162 589 0 31 Dec 2020