439 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of BergenNO13 papers
- University of StavangerNO7 papers
- UiT The Arctic University of NorwayNO6 papers
- Heriot-Watt UniversityGB4 papers
- Baker Hughes (Norway)NO2 papers
- Chinese Academy of SciencesCN2 papers
- Delft University of TechnologyNL2 papers
- Hasselt UniversityBE2 papers
- Institute of MechanicsBG2 papers
- Stanford UniversityUS2 papers
- Università della Svizzera italianaCH2 papers
- University of AgderNO2 papers
Showing 2019 · cs.LGShow all
2 papers · 2 filters
cs.LG2019★ 76 cited
Spectral Clustering with Graph Neural Networks for Graph Pooling
Filippo Maria Bianchi, Daniele Grattarola, Cesare Alippi
Spectral clustering (SC) is a popular clustering technique to find strongly connected communities on a graph. SC can be used in Graph Neural Networks (GNNs) to implement pooling op…
cs.LG2019★ 439 cited
Graph Neural Networks with convolutional ARMA filters
Filippo Maria Bianchi, Daniele Grattarola, Lorenzo Livi +1
Popular graph neural networks implement convolution operations on graphs based on polynomial spectral filters. In this paper, we propose a novel graph convolutional layer inspired…