Accelerating GNN Training through Locality-aware Dropout and Merge

Gongjian Sun, Mingyu Yan, Dengke Han +4

Graph Neural Networks (GNNs) have demonstrated significant success in graph learning and are widely adopted across various critical domains. However, the irregular connectivity bet…