A Factored System for Sample-based GNN Training over GPUs

A reading list for deep graph learning acceleration.

A list of awesome GNN systems.

Compare training accuracies of full batch training with mini batch training

XGNN: Boosting Multi-GPU GNN Training via Global GNN Memory Store

PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.

High performance RDMA-based distributed feature collection component for training GNN model on EXTREMELY large graph

Largest realworld open-source graph dataset - Worked done under IBM-Illinois Discovery Accelerator Institute and Amazon Research Awards and in collaboration with NVIDIA Research.