3 papers
cs.NI2025
Large Language Models-Empowered Wireless Networks: Fundamentals, Architecture, and Challenges
Latif U. Khan, Maher Guizani, Sami Muhaidat +1
The rapid advancement of wireless networks has resulted in numerous challenges stemming from their extensive demands for quality of service towards innovative quality of experience…
cs.LG2025
Robust Federated Learning on Edge Devices with Domain Heterogeneity
Huy Q. Le, Latif U. Khan, Choong Seon Hong
Federated Learning (FL) allows collaborative training while ensuring data privacy across distributed edge devices, making it a popular solution for privacy-sensitive applications.…
cs.NI2025
Machine Learning for Wireless Metaverse: Fundamentals, Use Case, and Future Directions
Latif U. Khan, Ibrar Yaqoob, Khaled Salah +4
Today's wireless systems are posing key challenges in terms of quality of service and quality of physical experience. Metaverse has the potential to reshape, transform, and add inn…