Optimizing Sparse Matrix Multiplications for Graph Neural Networks

Shenghao Qiu, You Liang, Zheng Wang

Graph neural networks (GNNs) are emerging as a powerful technique for modeling graph structures. Due to the sparsity of real-world graph data, GNN performance is limited by extensi…