publications and pre-prints

publications by categories in reversed chronological order. *,^ denotes equal author contribution.

2026

  1. meta-rl.jpg
    Meta-Reinforcement Learning for Fast and Data-Efficient Spectrum Allocation in Dynamic Wireless Networks
    Oluwaseyi Giwa, Tobi E. Awodumila, Muhammad A. Mohsin, Ahsan Bilal, and Muhammad A. Jamshed
    IEEE Wireless Communications Letters
    Code Website
  2. wireless-optim.jpg
    Optimisation of Resource Allocation in Heterogeneous Wireless Networks Using Deep Reinforcement Learning
    Oluwaseyi Giwa, Jonathan Shock, Jaco Du Toit, and Tobi Awodumila
    European Conference on Networks and Communications (EuCNC) & 6G Summit
    Code Website
  3. qppg.png
    QPPG: Quantum-Preconditioned Policy Gradient for Link Adaptation in Rayleigh Fading Channels
    Oluwaseyi Giwa, Muhammad A. Mohsin, Folarin J. Jubril, and Muhammad A. Jamshed
    IEEE Wireless Communications Letters
    Code Website

2025

  1. llm-ran.jpg
    The LLM as a Network Operator: A Vision for Generative AI in the 6G Radio Access Network
    Oluwaseyi Giwa, Michael Adewole, Tobi Awodumila, and Pelumi Aderinto
    AI4NextG @ NeurIPS (poster)
    Website