most citedSubset Random Sampling and Reconstruction of Finite Time-Vertex Graph Signals

2 citations · 2 across the 3 of their papers we have counts for

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cs.LG2024

The Transferability of Downsamped Sparse Graph Convolutional Networks

Qinji Shu, Hang Sheng, Feng Ji +2

To accelerate the training of graph convolutional networks (GCNs) on real-world large-scale sparse graphs, downsampling methods are commonly employed as a preprocessing step. Howev…