README.md

HyperS2V

Codes for HyperS2V.

Paper:

https://arxiv.org/abs/2311.04149

Usage:

python src/main.py --input graph/star_hyper.edgelist --num-walks 100 --walk-length 80 --window-size 5 --dimensions 2 --until-layer 5 --workers 10 --suffix star --OPT1 --OPT3 --output star_hyper

Data format:

edgeID nodeID1 nodeID2 ...
...

See example: graph/star_hyper.edgelist.

Output:

NumberOfNodes NumberOfDimension
nodeID1 dim1 dim2 ...
nodeID2 dim1 dim2 ...
...

See example: emb/star_hyper.emb.

Citation

@misc{liu2023hypers2v,
      title={HyperS2V: A Framework for Structural Representation of Nodes in Hyper Networks}, 
      author={Shu Liu and Cameron Lai and Fujio Toriumi},
      year={2023},
      eprint={2311.04149},
      archivePrefix={arXiv},
      primaryClass={cs.SI}
}