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06/14/2023
Why Using Either Aggregated Features or Adjacency Lists in Directed or Undirected Graph? Empirical Study and Simple Classification Method
Node classification is one of the hottest tasks in graph analysis. In th...
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07/25/2022
GNN Transformation Framework for Improving Efficiency and Scalability
We propose a framework that automatically transforms non-scalable GNNs i...
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06/18/2022
Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs
Graph Neural Networks (GNNs) have achieved great success on a node class...
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09/21/2018