One paper accepted to IEEE Access (Journal, SCIE)

One paper has been accepted for publication in IEEE Access. Our paper presents an efficient kernel design approach for large-scale GNNs on GPU, called BiKD. BiKD applies CTA-level vertex mapping and bidirectional kernel decomposition approaches to address low hardware resource utilization and inefficient data reuse in L2 cache issues of large-scale GNN kernels on GPU.