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Hierarchical Representation Learning in Graph Neural Networks With Node Decimation Pooling.
IEEE Trans Neural Netw Learn Syst. 2022 May;33(5):2195-2207. doi: 10.1109/TNNLS.2020.3044146. Epub 2022 May 2.
IEEE Trans Neural Netw Learn Syst. 2022.
PMID: 33382662
Understanding Pooling in Graph Neural Networks.
Grattarola D, Zambon D, Bianchi FM, Alippi C.
Grattarola D, et al.
IEEE Trans Neural Netw Learn Syst. 2024 Feb;35(2):2708-2718. doi: 10.1109/TNNLS.2022.3190922. Epub 2024 Feb 5.
IEEE Trans Neural Netw Learn Syst. 2024.
PMID: 35862329
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Change Detection in Graph Streams by Learning Graph Embeddings on Constant-Curvature Manifolds.
Grattarola D, Zambon D, Livi L, Alippi C.
Grattarola D, et al.
IEEE Trans Neural Netw Learn Syst. 2020 Jun;31(6):1856-1869. doi: 10.1109/TNNLS.2019.2927301. Epub 2019 Jul 30.
IEEE Trans Neural Netw Learn Syst. 2020.
PMID: 31380770
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Graph Neural Networks With Convolutional ARMA Filters.
Bianchi FM, Grattarola D, Livi L, Alippi C.
Bianchi FM, et al. Among authors: grattarola d.
IEEE Trans Pattern Anal Mach Intell. 2022 Jul;44(7):3496-3507. doi: 10.1109/TPAMI.2021.3054830. Epub 2022 Jun 3.
IEEE Trans Pattern Anal Mach Intell. 2022.
PMID: 33497331
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XENet: Using a new graph convolution to accelerate the timeline for protein design on quantum computers.
Maguire JB, Grattarola D, Mulligan VK, Klyshko E, Melo H.
Maguire JB, et al. Among authors: grattarola d.
PLoS Comput Biol. 2021 Sep 27;17(9):e1009037. doi: 10.1371/journal.pcbi.1009037. eCollection 2021 Sep.
PLoS Comput Biol. 2021.
PMID: 34570773
Free PMC article.
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