GNN and scalable
less than 1 minute read
Presenter 
Papers 
Paper URL 
Our Slides 
Scalable 
FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling 
Pdf 
Ryan PDF + Arshdeep Pdf 
Scalable 
MILE: A MultiLevel Framework for Scalable Graph Embedding 
Pdf 
Ryan PDF 
Scalable 
LanczosNet: MultiScale Deep Graph Convolutional Networks 
Pdf 
Ryan PDF 
Scalable 
Demystifying Parallel and Distributed Deep Learning: An InDepth Concurrency Analysis 
Pdf 
Derrick PDF 
Scalable 
Towards Federated learning at Scale: System Design 
URL 
Derrick PDF 
Scalable 
DNN Dataflow Choice Is Overrated 
PDF 
Derrick PDF 
Scalable 
Towards Efficient LargeScale Graph Neural Network Computing 
Pdf 
Derrick PDF 
Scalable 
PyTorch Geometric 
URL 

Scalable 
PyTorch BigGraph 
URL 

Scalable 
Simplifying Graph Convolutional Networks 
Pdf 

Scalable 
ClusterGCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks 
Pdf 
