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The expressive power of pooling in Graph Neural Networks

The expressive power of pooling in Graph Neural Networks

4 April 2023
F. Bianchi
Veronica Lachi
ArXivPDFHTML

Papers citing "The expressive power of pooling in Graph Neural Networks"

7 / 7 papers shown
Title
Edge-Based Graph Component Pooling
Edge-Based Graph Component Pooling
T. Snelleman
B. M. Renting
H. H. Hoos
J. N. V. Rijn
GNN
28
2
0
18 Sep 2024
Graph-based Time Series Clustering for End-to-End Hierarchical
  Forecasting
Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting
Andrea Cini
Danilo Mandic
Cesare Alippi
AI4TS
32
9
0
30 May 2023
Total Variation Graph Neural Networks
Total Variation Graph Neural Networks
Jonas Hansen
F. Bianchi
33
12
0
11 Nov 2022
Explaining the Explainers in Graph Neural Networks: a Comparative Study
Explaining the Explainers in Graph Neural Networks: a Comparative Study
Antonio Longa
Steve Azzolin
G. Santin
G. Cencetti
Pietro Lio
Bruno Lepri
Andrea Passerini
46
28
0
27 Oct 2022
Explainability in subgraphs-enhanced Graph Neural Networks
Explainability in subgraphs-enhanced Graph Neural Networks
Michele Guerra
Indro Spinelli
Simone Scardapane
F. Bianchi
16
1
0
16 Sep 2022
A Survey on The Expressive Power of Graph Neural Networks
A Survey on The Expressive Power of Graph Neural Networks
Ryoma Sato
184
172
0
09 Mar 2020
Benchmarking Graph Neural Networks
Benchmarking Graph Neural Networks
Vijay Prakash Dwivedi
Chaitanya K. Joshi
Anh Tuan Luu
T. Laurent
Yoshua Bengio
Xavier Bresson
189
917
0
02 Mar 2020
1