DGPN

Source code and dataset for KDD 2021 paper: Zero-shot Node Classification with Decomposed Graph Prototype Network.

Dataset and experimental setting

Three datasets (Cora, Citeseer and C-M10-M) are used in this example.

Usage

python main.py --dataset cora --train-val-class 3 0 --n-epochs 1000 --k 3 --beta 0.7 --alpha 1.0

python main.py --dataset citeseer --train-val-class 2 0 --n-epochs 1000 --k 3 --beta 0.7 --alpha 1.0

python main.py --dataset C-M10-M --train-val-class 3 0 --n-epochs 500 --k 3 --beta 0.7 --alpha 0.1