Current Doctoral supervision:
MSc. Samitha Gunarathne
Current MSc. supervision:
Ana Dos Santos Ferreira, Expressive Offline Diffusion Reinforcement Learning for Efficient Decision-Making.
Arnab Emon, Generative Diffusion Models for Efficient Wireless Image Semantic Communications.
Abid Ahmed, Diffusion Reinforcement Learning for Downlink Power Allocation in Massive MIMO Networks.
Umair Hameed (Internship)
Ahmed Awan (Internship)
Former MSc. supervision:
Matti Antila, Radio Signal Propagation Modeling with Machine Learning Methods, 2025.
Sankani Sarathchandra, Modelling and optimization of Unmanned Aerial Vehicles trajectories using Machine Learning for collection of data from ground sensors for forest fire scenarios, 2024.
Rumeshika Pallewela , Study of information-theoretic-based loss functions for wireless communications, 2024 (Technical supervision).