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Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks
Collective Robustness Certificates: Exploiting Interdependence in Graph Neural Networks
Are Defenses for Graph Neural Networks Robust?
GNNAutoScale Scalable and Expressive Graph Neural Networks via Historical Embeddings ICLR 2021
PPRGo: Scaling Graph Neural Networks with Approximate PageRank (KDD 2020)
