11 citations · 15 across the 8 of their papers we have counts for
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cs.LG2021★ 1 cited
Learn Locally, Correct Globally: A Distributed Algorithm for Training Graph Neural Networks
Morteza Ramezani, Weilin Cong, Mehrdad Mahdavi +2
Despite the recent success of Graph Neural Networks (GNNs), training GNNs on large graphs remains challenging. The limited resource capacities of the existing servers, the dependen…
cs.DC2021
GraphGuess: Approximate Graph Processing System with Adaptive Correction
Morteza Ramezani, Mahmut T. Kandemir, Anand Sivasubramaniam
Graph-based data structures have drawn great attention in recent years. The large and rapidly growing trend on developing graph processing systems focuses mostly on improving the p…