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Generalization of Graph Neural Networks through the Lens of Homomorphism

Generalization of Graph Neural Networks through the Lens of Homomorphism

10 March 2024
Shouheng Li
Dongwoo Kim
Qing Wang
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Papers citing "Generalization of Graph Neural Networks through the Lens of Homomorphism"

3 / 3 papers shown
Title
Generalization Analysis of Message Passing Neural Networks on Large
  Random Graphs
Generalization Analysis of Message Passing Neural Networks on Large Random Graphs
Sohir Maskey
Ron Levie
Yunseok Lee
Gitta Kutyniok
GNN
73
53
0
01 Feb 2022
Graph Homomorphism Convolution
Graph Homomorphism Convolution
Hoang NT
Takanori Maehara
58
39
0
03 May 2020
Benchmarking Graph Neural Networks
Benchmarking Graph Neural Networks
Vijay Prakash Dwivedi
Chaitanya K. Joshi
Anh Tuan Luu
T. Laurent
Yoshua Bengio
Xavier Bresson
181
907
0
02 Mar 2020
1