Research & Projects

Reliable and Scalable AI for Wireless Systems

• Keyword

  • Conformal prediction (CP), Prediction-powered inference (PPI)

  • AI-RAN / open-RAN (ORAN)

• Related works and projects

  • Calibrating Wireless AI via Meta-Learned Context-Dependent Conformal Prediction 

  • Data-Efficient Prediction-Powered Calibration via Cross-Validation 

Technologies for Next-Generation Wireless Systems

• Keyword

  • Integrated sensing and communication (ISAC)

  • Non-terrestrial networks (NTN)

  • Rate-splitting multiple access (RSMA) 

• Related works and projects

  • RIS-assisted ISAC Systems for Industrial Revolution 6.0: Exploring the Near-field and Far-field Coexistence 

  • Cache-Assisted Mobile-Edge Computing Over Space–Air–Ground Integrated Networks for Extended Reality Applications 

ML-Driven Wireless System Optimization

• Keyword

  • Deep reinforcement learning (DRL)

  • Meta-learning

• Related works and projects

  • Inter-Mode-Interference-Aware OAM Detector via Deep Learning

  • Hybrid UAV-Enabled Secure Offloading via Deep Reinforcement Learning