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GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games
28 January 2022
Shichang Zhang
Yozen Liu
Neil Shah
Yizhou Sun
FAtt
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Papers citing
"GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative Games"
8 / 8 papers shown
Title
Generating Skyline Explanations for Graph Neural Networks
Dazhuo Qiu
Haolai Che
Arijit Khan
Yinghui Wu
23
0
0
12 May 2025
Building Bridges, Not Walls -- Advancing Interpretability by Unifying Feature, Data, and Model Component Attribution
Shichang Zhang
Tessa Han
Usha Bhalla
Hima Lakkaraju
FAtt
145
0
0
17 Feb 2025
Recent Advances in Malware Detection: Graph Learning and Explainability
Hossein Shokouhinejad
Roozbeh Razavi-Far
Hesamodin Mohammadian
Mahdi Rabbani
Samuel Ansong
Griffin Higgins
Ali Ghorbani
AAML
68
2
0
14 Feb 2025
Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks
Zhuomin Chen
Jiaxing Zhang
Jingchao Ni
Xiaoting Li
Yuchen Bian
Md. Mezbahul Islam
A. Mondal
Hua Wei
Dongsheng Luo
16
1
0
03 Feb 2024
Generating Explanations to Understand and Repair Embedding-based Entity Alignment
Xiaobin Tian
Zequn Sun
Wei Hu
24
5
0
08 Dec 2023
Trustworthy Graph Neural Networks: Aspects, Methods and Trends
He Zhang
Bang Wu
Xingliang Yuan
Shirui Pan
Hanghang Tong
Jian Pei
41
104
0
16 May 2022
Explainability in Graph Neural Networks: A Taxonomic Survey
Hao Yuan
Haiyang Yu
Shurui Gui
Shuiwang Ji
162
590
0
31 Dec 2020
MoleculeNet: A Benchmark for Molecular Machine Learning
Zhenqin Wu
Bharath Ramsundar
Evan N. Feinberg
Joseph Gomes
C. Geniesse
Aneesh S. Pappu
K. Leswing
Vijay S. Pande
OOD
162
1,766
0
02 Mar 2017
1