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On dimensionality of feature vectors in MPNNs
v1v2 (latest)

On dimensionality of feature vectors in MPNNs

6 February 2024
César Bravo
Alexander Kozachinskiy
Cristóbal Rojas
ArXiv (abs)PDFHTML

Papers citing "On dimensionality of feature vectors in MPNNs"

6 / 6 papers shown
Title
On the (Non) Injectivity of Piecewise Linear Janossy Pooling
On the (Non) Injectivity of Piecewise Linear Janossy Pooling
Ilai Reshef
Nadav Dym
56
0
0
26 May 2025
Repetition Makes Perfect: Recurrent Sum-GNNs Match Message Passing Limit
Repetition Makes Perfect: Recurrent Sum-GNNs Match Message Passing Limit
Eran Rosenbluth
Martin Grohe
91
1
0
01 May 2025
FSW-GNN: A Bi-Lipschitz WL-Equivalent Graph Neural Network
FSW-GNN: A Bi-Lipschitz WL-Equivalent Graph Neural Network
Yonatan Sverdlov
Yair Davidson
Nadav Dym
Tal Amir
90
4
0
10 Oct 2024
A note on the VC dimension of 1-dimensional GNNs
A note on the VC dimension of 1-dimensional GNNs
Noah Daniëls
Floris Geerts
48
0
0
10 Oct 2024
On the Hölder Stability of Multiset and Graph Neural Networks
On the Hölder Stability of Multiset and Graph Neural Networks
Yair Davidson
Nadav Dym
187
2
0
11 Jun 2024
On the power of graph neural networks and the role of the activation
  function
On the power of graph neural networks and the role of the activation function
Sammy Khalife
A. Basu
86
7
0
10 Jul 2023
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