hyperbolic multichannel hypergraph convolutional neural network based on multilayer hypergraph

Datasets

1. Multi-layer hypernetwork of scientific research cooperation
2. Multi-layer hypernetwork of citations
3. Multi-layer hypernetwork of biology Datasets can be clone from

Methods

Hyperbolic Hypergraph Convolutional Multi-channel

Ablation

1. Compare hypergraph with multilayer to demonstrate the superiority of multilayer hypergraph.
2. Compare hypergraph convolution with hyperbolic hypergraph convolution to demonstrate the superiority of hyperbolic.

Experimental Section

Two experimental processes Node classification experiment, for scientific research and citation data Link prediction experiment, for biological multilayer data