Pooling improves graph classification only when node features align well with topology, and the authors provide a quantitative measure of this alignment quality.
Hierarchical Representation Learning in Graph Neural Networks With Node Decimation Pooling.IEEE Transactions on Neural Networks and Learning Systems, 2022
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
The Role of Node Features in Graph Pooling
Pooling improves graph classification only when node features align well with topology, and the authors provide a quantitative measure of this alignment quality.