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G3: When Graph Neural Networks Meet Parallel Graph Processing Systems on GPUs

G3: When Graph Neural Networks Meet Parallel Graph Processing Systems on GPUs

USENIX ATC '19 - NeuGraph: Parallel Deep Neural Network Computation on Large Graphs

USENIX ATC '19 - NeuGraph: Parallel Deep Neural Network Computation on Large Graphs

Dynamic Graphs on the GPU

Dynamic Graphs on the GPU

GNNMark: A Benchmark Suite to Characterize Graph Neural Network Training on GPUs

GNNMark: A Benchmark Suite to Characterize Graph Neural Network Training on GPUs

Aquila: Adaptive Parallel Computation of Graph Connectivity Queries

Aquila: Adaptive Parallel Computation of Graph Connectivity Queries

GPUs

GPUs

CACM May 2016 - Parallel Graph Analytics

CACM May 2016 - Parallel Graph Analytics

[FPGA 2022] HP-GNN: Generating High Throughput GNN Training Implementation

[FPGA 2022] HP-GNN: Generating High Throughput GNN Training Implementation

OSDI '21 - P3: Distributed Deep Graph Learning at Scale

OSDI '21 - P3: Distributed Deep Graph Learning at Scale

EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks

EnGN: A High-Throughput and Energy-Efficient Accelerator for Large Graph Neural Networks

Graph Neural Networks User Group Meeting on July 29th, 2021

Graph Neural Networks User Group Meeting on July 29th, 2021

Amazon on Full-Graph vs Mini-Batch Training for Graph Neural Networks

Amazon on Full-Graph vs Mini-Batch Training for Graph Neural Networks