README.md

metadata

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

Dataset Information

# Nodes	# Edges	# Features
7,600	33,544	931

Usage

from huggingface_hub import hf_hub_download

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

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

Thank you @severo for helping me figure out the usage.

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}
}

@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}
}