README.md

---
size_categories:
- 1K<n<10K
task_categories:
- graph-ml
tags:
- art
license: cc
---

## Dataset Information

| # Nodes | # Edges | # Features |
|:-------:|:-------:|:----------:|
|  7,600  |  33,544 |     931    |

## Usage

```python
from huggingface_hub import hf_hub_download

hf_hub_download(repo_id="SauravMaheshkar/Actor", filename="processed/actor.bin", local_dir="./data/", repo_type="dataset")

dataset, _ = dgl.load_graphs("./data/processed/actor.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).

## 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}
}
```

```
@inproceedings{Tang2009SocialIA,
  title={Social influence analysis in large-scale networks},
  author={Jie Tang and Jimeng Sun and Chi Wang and Zi Yang},
  booktitle={Knowledge Discovery and Data Mining},
  year={2009},
  url={https://api.semanticscholar.org/CorpusID:4931148}
}
```