Formulating and Representing Multiagent Systems With Hypergraphs in Pytorch

PyTorch implementation of MHGForce [1]. by pyg and pytorch.

Usage

train MHGforce

python train_MHGForce.py --dname cora --method HyperGCN --use_physic

References

[1] Shuo Yu, Huafei Huang, Yanming Shen, Pengfei Wang, Qiang Zhang, Ke Sun and Honglong Chen, "Formulating and Representing Multiagent Systems With Hypergraphs," IEEE Transactions on Neural Networks and Learning Systems, 2024.

Datasets download

All dataset can be download here

• cora
• citeseer
• cora-ca
• zoo
• ntu2012

Cite

Please cite our paper if you use this code in your own work:

@ARTICLE{10449457,
  author={Yu, Shuo and Huang, Huafei and Shen, Yanming and Wang, Pengfei and Zhang, Qiang and Sun, Ke and Chen, Honglong},
  journal={IEEE Transactions on Neural Networks and Learning Systems}, 
  title={Formulating and Representing Multiagent Systems With Hypergraphs}, 
  year={2024},
  volume={},
  number={},
  pages={1-15},
  doi={10.1109/TNNLS.2024.3368111}
}