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zhengchuanpan
153 Stars 48 Forks Apache License 2.0 65 Commits 21 Opened issues

Description

GMAN

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GMAN: A Graph Multi-Attention Network for Traffic Prediction

This is the implementation of Graph Multi-Attention Network in the following paper: \ Chuanpan Zheng, Xiaoliang Fan, Cheng Wang, and Jianzhong Qi. "GMAN: A Graph Multi-Attention Network for Traffic Prediction", AAAI2020 (https://arxiv.org/abs/1911.08415)

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Data

The datasets could be downloaded from Google Drive or Baidu Yun, provided by DCRNN.

Results

Citation

If you find this repository useful in your research, please cite the following paper:

@inproceedings{ GMAN-AAAI2020,
  author = "Chuanpan Zheng and Xiaoliang Fan and Cheng Wang and Jianzhong Qi"
  title = "GMAN: A Graph Multi-Attention Network for Traffic Prediction",
  booktitle = "AAAI",
  pages = "1234--1241",
  year = "2020"
}

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