SauravMaheshkar/pareto-actor

该数据集是一个图数据集，包含7600个节点、33544条边和931个特征。它属于graph-ml任务类别，大小介于1K到10K之间，标签为art，使用cc许可证。数据集已按照官方代码库进行预处理，主要用于图神经网络的研究和开发。

原始信息汇总

数据集信息

基本信息

• 节点数: 7,600
• 边数: 33,544
• 特征数: 931

类别和标签

• 大小类别: 1K<n<10K
• 任务类别: graph-ml
• 标签: art
• 许可证: cc

使用方法

python 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")

引用

@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} }