MSPipe: Efficient Temporal GNN Training via Staleness-Aware Pipeline

Guangming Sheng, Junwei Su, Chao Huang +1

Memory-based Temporal Graph Neural Networks (MTGNNs) are a class of temporal graph neural networks that utilize a node memory module to capture and retain long-term temporal depend…