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scalable gnn

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graph neural network (3) sparsity-aware optimization (1) large-scale graph training (1) ensembling training (1) lazy propagation (1) neighborhood explosion (1) large-scale graph (1) large-scale training (1) robust aggregation (1) gpu memory (1)

Papers

LazyGNN: Large-Scale Graph Neural Networks via Lazy Propagation ICML 2023 A Comprehensive Study on Large-Scale Graph Training: Benchmarking and Rethinking NeurIPS 2022 Robustness of Graph Neural Networks at Scale NeurIPS 2021