Morteza Ramezani | DeepAI

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Mehrdad Mahdavi
31 publications
Weilin Cong
9 publications
Mahmut T. Kandemir
7 publications
Anand Sivasubramaniam
5 publications

research

∙ 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...

10 Morteza Ramezani, et al. ∙

research

∙ 10/28/2021

On Provable Benefits of Depth in Training Graph Convolutional Networks

Graph Convolutional Networks (GCNs) are known to suffer from performance...

12 Weilin Cong, et al. ∙

research

∙ 04/11/2021

GraphGuess: Approximate Graph Processing System with Adaptive Correction

Graph-based data structures have drawn great attention in recent years. ...

0 Morteza Ramezani, et al. ∙

research

∙ 03/03/2021

On the Importance of Sampling in Learning Graph Convolutional Networks

Graph Convolutional Networks (GCNs) have achieved impressive empirical a...

6 Weilin Cong, et al. ∙