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Graph Clustering with High-Order Contrastive Learning

Graph clustering is a fundamental and challenging task in unsupervised learning. It has achieved great progress due to contrastive learning. However, we find that there are two problems that need to be addressed: (1) The augmentations in most graph contrastive clustering methods are manual, which ca...

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Detalles Bibliográficos
Autores principales: Li, Wang, Zhu, En, Wang, Siwei, Guo, Xifeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10606795/
https://www.ncbi.nlm.nih.gov/pubmed/37895553
http://dx.doi.org/10.3390/e25101432