TorchGT: A Holistic System for Large-Scale Graph Transformer Training
Graph Transformer is a new architecture that surpasses GNNs in graph learning. While there
emerge inspiring algorithm advancements, their practical adoption is still limited, particularly …
emerge inspiring algorithm advancements, their practical adoption is still limited, particularly …
MixGCN: Scalable GCN Training by Mixture of Parallelism and Mixture of Accelerators
Graph convolutional networks (GCNs) have demonstrated superiority in graph-based
learning tasks. However, training GCNs on full graphs is particularly challenging, due to the …
learning tasks. However, training GCNs on full graphs is particularly challenging, due to the …