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theoliver7 / uzh-aml

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Improvement: Modify node information score #6

Open mr-carlitos opened 3 months ago

mr-carlitos commented 3 months ago

Use a different node information score metric (e.g., instead of using the Manhatten distance, we use the Euclidean distance)

mr-carlitos commented 3 months ago

Paper that motivates Manhatten norm: iPool - Information-based Pooling in Hierarchical Graph Neural Networks, https://arxiv.org/pdf/1907.00832

mr-carlitos commented 3 months ago

"On Exploring Node-feature and Graph-structure Diversities for Node Drop Graph Pooling" provides a nice overview of node drop pooling models, https://arxiv.org/pdf/2306.12726

mr-carlitos commented 3 months ago

This paper uses Euclidean distance iPoolInformation-Based_Pooling_in_Hierarchical_Graph_Neural_Networks.pdf https://ieeexplore.ieee.org/document/9392315