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October 2022
Unsupervised Hierarchical Graph Pooling via Substructure-Sensitive Mutual Information Maximization
CIKM '22: Proceedings of the 31st ACM International Conference on Information & Knowledge ManagementPages 1299–1308https://doi.org/10.1145/3511808.3557485

Graph pooling plays a vital role in learning graph embeddings. Due to the lack of label information, unsupervised graph pooling has received much attention, primarily via mutual information (MI). However, most existing MI-based pooling methods only ...
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