cora
Description
Co-citation network of scientific publications. Nodes correspond to publications. Each article is a centroid and forms a hyperedge that connects the article with all publications that cite it or are cited by it.
Basic statistics
- Nodes: 2708
- Hyperedges: 970
- Unique hyperedges: 970
- Max size hyperedge: 43
Hypergraph metadata
| Property | Description |
|---|---|
| type | (STRING) Hypergraph type (e.g., Hypergraph). |
| weighted | (BOOL) Whether the hypergraph is weighted (e.g., false). |
Node metadata
| Property | Description |
|---|---|
| features | (LIST[INT]) Indices of words present in the publication (bag-of-words representation; e.g., [118, 125, 176]). |
| label | (INT) Publication topic category (0-6 for 7 categories; e.g., 3). |
Hyperedge metadata
| Property | Description |
|---|---|
| label | (LIST[STRING]) Author name or names associated with the publication hyperedge (e.g., [V Gupta]). |
| weight | (INT) Stored weight of the publication hyperedge (e.g., 1). |
Hyperedge size distribution
Hyperdegree distribution
Download
- Version 1.0.0 Binary (121.8 KB) JSON (109.1 KB)
Provenance
Source: https://github.com/jianhao2016/AllSet?tab=readme-ov-file
License: MIT
Reproducibility: Instructions and scripts
Citation
When this data is used in published research or for visualization purposes, please cite the following:
Copied!
@inproceedings{chien2022you,
title={You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks},
author={Eli Chien and Chao Pan and Jianhao Peng and Olgica Milenkovic},
booktitle={International Conference on Learning Representations},
year={2022},
url={https://openreview.net/forum?id=hpBTIv2uy_E}
}
@incollection{yadati2019hypergcn,
title = {HyperGCN: A New Method For Training Graph Convolutional Networks on Hypergraphs},
author = {Yadati, Naganand and Nimishakavi, Madhav and Yadav, Prateek and Nitin, Vikram and Louis, Anand and Talukdar, Partha},
booktitle = {Advances in Neural Information Processing Systems (NeurIPS) 32},
pages = {1509--1520},
year = {2019},
publisher = {Curran Associates, Inc.}
}