NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph Streams

C Chen, D Gao, Y Zhang, Q Wang, Z Fu… - Proceedings of the …, 2023 - dl.acm.org
Existing Graph Neural Network (GNN) training frameworks have been designed to help
developers easily create performant GNN implementations. However, most existing GNN …

GraphService: Topology-aware Constructor for Large-scale Graph Applications

X Gan - ACM Transactions on Architecture and Code …, 2024 - dl.acm.org
Graph-based services are becoming integrated into everyday life through graph applications
and graph learning systems. While traditional graph processing approaches boast excellent …