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@USC-InfoLab

InfoLab, University of Southern California

Information laboratory (InfoLAB) at the University of Southern California

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  1. rddc2020 rddc2020 Public

    road damage detection challenge 2020

    Jupyter Notebook 282 76

  2. NeuroGNN NeuroGNN Public

    NeuroGNN is a state-of-the-art framework for precise seizure detection and classification from EEG data. It employs dynamic Graph Neural Networks (GNNs) to capture intricate spatial, temporal, sema…

    Jupyter Notebook 47 5

  3. poly2vec poly2vec Public

    Official Implementation of Poly2vec presented @ [ICML '25]

    Python 11 2

  4. orddc2024 orddc2024 Public

    Jupyter Notebook 3 1

  5. busyness-graph-neural-network busyness-graph-neural-network Public

    Busyness Graph Neural Network (BysGNN): A framework for accurate Point-of-Interest visit forecasting using dynamic graphs that capture spatial, temporal, semantic, and taxonomic contexts. Presented…

    Jupyter Notebook 2

  6. StreamSim StreamSim Public

    StreamSim is a versatile real-time data streaming simulator tool for researchers and developers that enables the simulation of real-time streaming behavior for tabular data, facilitating comprehens…

    Python 2 1

Repositories

Showing 10 of 28 repositories
  • poly2vec Public

    Official Implementation of Poly2vec presented @ [ICML '25]

    USC-InfoLab/poly2vec’s past year of commit activity
    Python 11 MIT 2 1 0 Updated Aug 1, 2025
  • orddc2024 Public
    USC-InfoLab/orddc2024’s past year of commit activity
    Jupyter Notebook 3 1 0 0 Updated Jul 21, 2025
  • w4h-icde-demo Public
    USC-InfoLab/w4h-icde-demo’s past year of commit activity
    Python 0 0 0 0 Updated Apr 9, 2025
  • w4h-datasets Public
    USC-InfoLab/w4h-datasets’s past year of commit activity
    0 MIT 0 0 0 Updated Mar 28, 2025
  • TrajGPT Public Forked from ktxlh/TrajGPT

    Source code for TrajGPT [SIGSPATIAL 2024]

    USC-InfoLab/TrajGPT’s past year of commit activity
    Python 0 2 0 0 Updated Mar 18, 2025
  • busyness-graph-neural-network Public

    Busyness Graph Neural Network (BysGNN): A framework for accurate Point-of-Interest visit forecasting using dynamic graphs that capture spatial, temporal, semantic, and taxonomic contexts. Presented at ACM SIGSPATIAL 2023, this repository includes code, baselines, and experiments.

    USC-InfoLab/busyness-graph-neural-network’s past year of commit activity
    Jupyter Notebook 2 MIT 0 0 0 Updated Dec 20, 2024
  • w4h-db Public
    USC-InfoLab/w4h-db’s past year of commit activity
    Shell 0 MIT 0 0 0 Updated Nov 26, 2024
  • w4h-documentation Public

    End user documentation for the W4H platform

    USC-InfoLab/w4h-documentation’s past year of commit activity
    0 MIT 0 0 1 Updated Oct 27, 2024
  • pyFitbitAPI Public
    USC-InfoLab/pyFitbitAPI’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Aug 14, 2024
  • NeuroGNN Public

    NeuroGNN is a state-of-the-art framework for precise seizure detection and classification from EEG data. It employs dynamic Graph Neural Networks (GNNs) to capture intricate spatial, temporal, semantic, and taxonomic correlations between EEG electrode locations and brain regions, resulting in improved accuracy. Presented at PAKDD '24.

    USC-InfoLab/NeuroGNN’s past year of commit activity
    Jupyter Notebook 47 MIT 5 1 0 Updated Aug 7, 2024

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