MRGC

This is the code repository for Manifold-constrained Robust Graph Condensation (MRGC).

📂 Dataset

All datasets are provided in the data.tar.gz compressed package. To use them, first clone this repository and then extract the dataset using the following command:

for file in data/*.tar.gz; do tar -xzvf "$file" -C data/; done

🚀 Training & Testing

To reproduce all experiments from our paper, execute the corresponding commands found in the exp.sh script.

For example, to run an experiment on the Cora dataset with a condensation ratio of 1.30% under attack budgets of 10% (features), 1% (structure), and 20% (labels), use the following command:

python main.py --name Cora --reduction_rate 0.25 --structure_budget 0.01 --feature_budget 0.1 --label_budget 0.2