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Cited by
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Since 2019
Citations
7
7
h-index
1
1
i10-index
0
0
0
4
2
2022
2023
2024
1
2
4
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Co-authors
Thomas Schnake
Technical University of Berlin
Verified email at tu-berlin.de
Shinichi Nakajima
Machine Learning Group, Technische Universität Berlin
Verified email at tu-berlin.de
Grégoire Montavon
Guest professor, Freie Universität Berlin
Verified email at fu-berlin.de
Klaus-Robert Müller
Google DeepMind & TU Berlin & Korea University & Max Planck Institute for Informatics, Germany
Verified email at tu-berlin.de
Michael Gastegger
Microsoft Research AI4Science
Verified email at microsoft.com
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Ping Xiong
Technical University Berlin
Verified email at tu-berlin.de
Machine Learning
Explainability
Graph Neural Network
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Efficient computation of higher-order subgraph attribution via message passing
P Xiong, T Schnake, G Montavon, KR Müller, S Nakajima
International Conference on Machine Learning, 24478-24495
, 2022
5
2022
Relevant walk search for explaining graph neural networks
P Xiong, T Schnake, M Gastegger, G Montavon, KR Muller, S Nakajima
International Conference on Machine Learning, 38301-38324
, 2023
1
2023
Efficient Higher-Order Subgraph Attribution via Message Passing
P Xiong, T Schnake, G Montavon, KR Müller, S Nakajima
MA thesis. Technische Universität Berlin
, 2022
1
2022
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