Research Article
Hybrid Low-Order and Higher-Order Graph Convolutional Networks
Table 8
Comparison of network complexity and number of parameters.
| | Methods | Comp. | Params |
| | GCN [6] | O () | O () | | HO-3 [14] | O () | O () | | HO-4 [14] | O () | O (r) | | MixHop [15] | O (r) | O () | | MixHop (learned) [15] | O () | O () | | HLHG-2 (ours) | O () | O () | | HLHG-3 (ours) | O () (CiteSeer) | O () (CiteSeer) | | O () (Cora, PubMed) | O () (Cora, PubMed) |
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