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Hi there, we're LLGroup

We are a research group led by Professor Le Liang in the School of Information Science and Engineering, Southeast University, Nanjing, China. We do research in wireless communications and machine learning. The current focus includes:

  • Wireless AI (e.g., MCMC + signal processing, RL/GNN + resource allocation, multi-agent RL)
  • Semantic communications (e.g., collaborative perception for autonomous driving)
  • Wireless sensing (e.g., integrated sensing and communications)

To have an idea on what we do on a day-to-day basis, the tools we frequently use in research include

  • Deep learning, reinforcement learning, graph neural networks, MCMC
  • Communication theory, optimization theory, probability theory, linear algebra
  • Python, PyTorch, MATLAB, and (a bit of) C++

📣We are looking for Master's and Ph.D. students who are:

  • Interested in machine learning and wireless communications in general
  • Highly motivated and having solid mathematics and coding background
  • Passionate about life and scientific research

We have 1-2 Ph.D. and 3-4 Master's opening each year. Please drop us an email ([email protected]) if you're interested in joining us.

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

LLGroup's Projects

end2end_gan icon end2end_gan

Conditional GAN based End-to-End Communication System

marlspectrumsharingv2x icon marlspectrumsharingv2x

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

resourceallocationdelayedcsi icon resourceallocationdelayedcsi

Spectrum and power allocation for vehicular communications with delayed CSI feedback, IEEE Wireless Communications Letters

resourceallocationv2x icon resourceallocationv2x

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

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