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le-liang/README.md

Hi there, we're LLGroup

We are a research group at Southeast University, Nanjing, China, led by Professor Le Liang. We do research in the intersection of wireless communications and machine learning, aiming to develop intelligent wireless systems through studying fundamental theory, inventing new algorithms, and building prototypes. Currently, our research is organized around the following three themes:

  • Machine learning in communications and networking (e.g., LLM/GNN/MCMC/multi-agent RL + Wireless)
  • Semantic communications (e.g., collaborative perception for autonomous driving)
  • Wireless sensing (e.g., integrated sensing and communications)

For more information, please check out our research website: https://liang-seu.net/

We usually have 1-2 Ph.D. and 3-4 Master's opening each year. Please drop us an email (lliang@seu.edu.cn) if you're interested in working with us.

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  1. wcmlbook wcmlbook Public

    Python code for the book 'Wireless Communications and Machine Learning' by Le Liang, Shi Jin, and Geoffrey Ye Li

    Python 6 3

  2. Multimodal-Wireless Multimodal-Wireless Public

    Python scripts and assets related to Multimodal-Wireless dataset. The dataset can be found at

    Python 14

  3. Beam-prediction-LLM Beam-prediction-LLM Public

    Beam prediction based on large language models, IEEE Wireless Communications Letters

    Python 40 8

  4. MARLspectrumSharingV2X MARLspectrumSharingV2X Public

    Spectrum sharing in vehicular networks based on multi-agent reinforcement learning, IEEE Journal on Selected Areas in Communications

    Python 273 96

  5. ResourceAllocationV2X ResourceAllocationV2X Public

    Resource allocation for D2D-enabled vehicular communications, IEEE Transactions on Communications

    MATLAB 148 55

  6. HybridPrecodingMassiveMIMO HybridPrecodingMassiveMIMO Public

    Low-complexity hybrid precoding in massive mulituser MIMO systems, IEEE Wireless Communications Letters

    MATLAB 103 39