Datasets:
Tasks:
Graph Machine Learning
Modalities:
Text
Formats:
text
Size:
10K - 100K
ArXiv:
Tags:
art
License:
size_categories: | |
- 1K<n<10K | |
task_categories: | |
- graph-ml | |
tags: | |
- art | |
license: cc | |
## Dataset Information | |
| # Nodes | # Edges | # Features | | |
|:-------:|:-------:|:----------:| | |
| 2,277 | 36,101 | 2,325 | | |
## Usage | |
```python | |
from huggingface_hub import hf_hub_download | |
hf_hub_download(repo_id="SauravMaheshkar/Chameleon", filename="processed/chameleon.bin", local_dir="./data/", repo_type="dataset") | |
dataset, _ = dgl.load_graphs("./data/processed/chameleon.bin") | |
``` | |
Thank you [@severo](https://huggingface.co/severo) for helping me [figure out the usage](https://discuss.huggingface.co/t/can-i-use-a-pickle-file-with-the-data-files-argument-with-datasets/72189/2?u=sauravmaheshkar). | |
Pre-processed as per the official codebase of https://arxiv.org/abs/2210.02016 | |
## Citations | |
``` | |
@article{ju2023multi, | |
title={Multi-task Self-supervised Graph Neural Networks Enable Stronger Task Generalization}, | |
author={Ju, Mingxuan and Zhao, Tong and Wen, Qianlong and Yu, Wenhao and Shah, Neil and Ye, Yanfang and Zhang, Chuxu}, | |
booktitle={International Conference on Learning Representations}, | |
year={2023} | |
} | |
``` | |
``` | |
@article{DBLP:journals/corr/abs-1909-13021, | |
author = {Benedek Rozemberczki and | |
Carl Allen and | |
Rik Sarkar}, | |
title = {Multi-scale Attributed Node Embedding}, | |
journal = {CoRR}, | |
volume = {abs/1909.13021}, | |
year = {2019}, | |
url = {http://arxiv.org/abs/1909.13021}, | |
eprinttype = {arXiv}, | |
eprint = {1909.13021}, | |
timestamp = {Wed, 02 Oct 2019 13:04:08 +0200}, | |
biburl = {https://dblp.org/rec/journals/corr/abs-1909-13021.bib}, | |
bibsource = {dblp computer science bibliography, https://dblp.org} | |
} | |
``` |