A Poisson-clock node selection scheme for GNNs is proposed, but with a constant rate it reduces to iid node dropout and acquires no structural awareness.
Drope- dge: Towards deep graph convolutional networks on node classification
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.LG 1years
2025 1verdicts
REJECT 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
P-DROP: Poisson-Based Dropout for Graph Neural Networks
A Poisson-clock node selection scheme for GNNs is proposed, but with a constant rate it reduces to iid node dropout and acquires no structural awareness.