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What Do GNNs Actually Learn? Towards Understanding their Representations

What Do GNNs Actually Learn? Towards Understanding their Representations

21 April 2023
Giannis Nikolentzos
Michail Chatzianastasis
Michalis Vazirgiannis
    GNN
    AI4CE
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Papers citing "What Do GNNs Actually Learn? Towards Understanding their Representations"

3 / 3 papers shown
Title
Permute Me Softly: Learning Soft Permutations for Graph Representations
Permute Me Softly: Learning Soft Permutations for Graph Representations
Giannis Nikolentzos
George Dasoulas
Michalis Vazirgiannis
GNN
34
9
0
05 Oct 2021
Reconstruction for Powerful Graph Representations
Reconstruction for Powerful Graph Representations
Leonardo Cotta
Christopher Morris
Bruno Ribeiro
AI4CE
127
78
0
01 Oct 2021
Benchmarking Graph Neural Networks
Benchmarking Graph Neural Networks
Vijay Prakash Dwivedi
Chaitanya K. Joshi
Anh Tuan Luu
T. Laurent
Yoshua Bengio
Xavier Bresson
189
914
0
02 Mar 2020
1