Distance-Recomputator and Topology Reconstructor

Motivation:

1. K-hop Sampling & K-hop Message Passing
2. Distance Recomputation
3. K-hop Topology Reconstruction
4. Heat Diffusion Propagation
5. Dataset Tuning

Citation

If you find GraphSnapShot useful or relevant to your project and research, please kindly cite our paper:

@article{liu2024distancerecomputatortopologyreconstructor,
      title={Distance Recomputator and Topology Reconstructor for Graph Neural Networks}, 
      author={Dong Liu and Meng Jiang},
      year={2024},
      eprint={2406.17281},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2406.17281}, 
}