Acceleration Algorithms in GNNs: A Survey

Lu Ma, Zeang Sheng, Xunkai Li +5

Graph Neural Networks (GNNs) have demonstrated effectiveness in various graph-based tasks. However, their inefficiency in training and inference presents challenges for scaling up…