13 citations · 15 across the 5 of their papers we have counts for
3 papers · 1 filter
Energy Saving in 5G and Beyond Networks: A Quantum Reinforcement Learning Approach
Muhammad Usman, Nguyen Van Huynh, Marianna Lezzi +1
Energy saving has become a critical challenge in 5G and beyond networks. The rapid growth of connected devices has increased the overall network energy demand, driving operational…
Quantum Reinforcement Learning for Cost and Delay Tradeoffs in Quantum Cloud Orchestration
An N. H. Phan, Dang Van Huynh, Muhammad Usman +1
Quantum cloud computing, delivered through the quantum-as-a-service (QaaS) model, provides access to quantum computing resources. However, applying uniform time-based pricing acros…
QBugLM: An Agentic Benchmarking Framework for LLM-based Quantum Software Debugging
An B. B. Pham, Hoa T. Nguyen, Muhammad Usman
Quantum software bugs often yield silent, incorrect outputs rather than explicit errors, making them particularly difficult to detect and repair with conventional techniques. Altho…