Hi there 👋

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).

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

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PyTorch Federated Learning (easy to use and extend)

Python 300 39
FedML for Autonomous Driving (AD), Intelligent Transportation Systems (ITS), Connected and Automated Vehicles (CAV)

64 9
Residual-based Federated Learning Framework

Python 6
Federated Learning for Bird's Eye View Perception Based on Multi-Camera Data

Python 17 2
FedD3: Federated Learning via Decentralized Dataset Distillation

Python 31 5
[CVPR 2024] Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles

Python 62 4