Quasi-CliquePool: Hierarchical Graph Pooling for Graph Classification

Author:

Ali Waqar12ORCID,Vascon Sebastiano13ORCID,Stadelmann Thilo4ORCID,Pelillo Marcello1ORCID

Affiliation:

1. Department of Environmental Sciences, Informatics and Statistics, Ca' Foscari University of Venice, Venice, Italy

2. ZHAW Zurich University of Applied Sciences, Winterthur, Switzerland

3. European Center for Living Technology, Venice, Italy

4. Centre for Artificial Intelligence, ZHAW Zurich University of Applied Sciences, Winterthur, Switzerland

Publisher

ACM

Reference42 articles.

1. K-plex cover pooling for graph neural networks;Bacciu Davide;Data Mining and Knowledge Discovery,2021

2. Filippo Maria Bianchi , Daniele Grattarola , and Cesare Alippi . 2020 . Spectral clustering with graph neural networks for graph pooling . In International Conference on Machine Learning. PMLR, 874--883 . Filippo Maria Bianchi, Daniele Grattarola, and Cesare Alippi. 2020. Spectral clustering with graph neural networks for graph pooling. In International Conference on Machine Learning. PMLR, 874--883.

3. Protein function prediction via graph kernels;Borgwardt Karsten M;Bioinformatics,2005

4. Geometric deep learning: going beyond euclidean data;Bronstein Michael M;IEEE Signal Processing Magazine,2017

5. Lei Cai , Jundong Li , Jie Wang , and Shuiwang Ji. 2021. Line graph neural networks for link prediction . IEEE Transactions on Pattern Analysis and Machine Intelligence ( 2021 ). Lei Cai, Jundong Li, Jie Wang, and Shuiwang Ji. 2021. Line graph neural networks for link prediction. IEEE Transactions on Pattern Analysis and Machine Intelligence (2021).

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