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11/16/2021
Learn Locally, Correct Globally: A Distributed Algorithm for Training Graph Neural Networks
Despite the recent success of Graph Neural Networks (GNNs), training GNN...
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10/28/2021
On Provable Benefits of Depth in Training Graph Convolutional Networks
Graph Convolutional Networks (GCNs) are known to suffer from performance...
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04/11/2021
GraphGuess: Approximate Graph Processing System with Adaptive Correction
Graph-based data structures have drawn great attention in recent years. ...
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03/03/2021