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  1. IJCAI2022_ST-KMRN IJCAI2022_ST-KMRN Public

    Official implementation of "Physics-Informed Long-Sequence Forecasting From Multi-Resolution Spatiotemporal Data".

    Jupyter Notebook 7 1

  2. KDD2021_CNFGNN KDD2021_CNFGNN Public

    Official PyTorch implementation of "Cross-Node Federated Graph Neural Network for Spatio-Temporal Modeling".

    Jupyter Notebook 63 9

  3. USC-Melady/ICLR2020-PADGN USC-Melady/ICLR2020-PADGN Public

    Official PyTorch implementation of "Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics" (https://openreview.net/forum?id=r1gelyrtwH).

    Python 48 8

  4. USC-Melady/Benchmarking_DL_MIMICIII USC-Melady/Benchmarking_DL_MIMICIII Public

    Jupyter Notebook 123 50