# HMHCNN-V1.1

**Repository Path**: Tomhappy/HMHCNN-V1.1

## Basic Information

- **Project Name**: HMHCNN-V1.1
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: main
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2026-03-06
- **Last Updated**: 2026-03-06

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 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 [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.15421241.svg)](https://doi.org/10.5281/zenodo.15421241)
## 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