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rruisong/README.md

Hi there ๐Ÿ‘‹

My name is Rui Song. I am currently a researcher at the Fraunhofer Institute for Transportation and Infrastructure Systems IVI (Fraunhofer IVI), and pursuing my Ph.D. degree at the Technical University of Munich (TUM).

  • ๐Ÿ”ญ My primary research interests include federated learning, vehicular communication, cooperative perception, and cooperative intelligent transportation systems (C-ITS).
  • ๐Ÿ˜„ I am open to any potential collaboration opportunities with you.
  • ๐Ÿ“ซ Please feel free to get in touch with me at: rui.song[AT]ivi.fraunhofer.de

Pinned

  1. pytorch_federated_learning pytorch_federated_learning Public

    PyTorch Federated Learning (easy to use and extend)

    Python 182 26

  2. Awesome-Federated-Learning-for-Autonomous-Driving Awesome-Federated-Learning-for-Autonomous-Driving Public

    FedML for Autonomous Driving (AD), Intelligent Transportation Systems (ITS), Connected and Automated Vehicles (CAV)

    14 3

  3. ResFed ResFed Public

    Residual-based Federated Learning Framework

    Python 2

  4. FedBEVT FedBEVT Public

    Federated Learning for Bird's Eye View Perception Based on Multi-Camera Data

    Python 9 2

  5. FedD3 FedD3 Public

    FedD3: Federated Learning via Decentralized Dataset Distillation

    Python 17 2

  6. H2-Fed H2-Fed Public

    PyTorch implementation of H2-Fed Federated Learning Framework

    Python 8 1