Notable Publications

Multi-Critic Reinforcement Learning for Frame and Tick-Rate Aware Satellite-Ground Integrated Heterogeneous Edge Networks

W Liu, MA Hossain, N Ansari

IEEE Transactions on Network Science and Engineering

SATLOCK: Handover-Coupled Scheduling for Weather-Resilient Quantum Key Distribution over LEO Constellations

MA Hossain, MJ Hossain

Quantum Networks and Distributed Quantum Computing (QuNet'26)@ ACM SIGCOMM 2026

The Containment Gap: How Deployed Agentic AI Frameworks Fail Public-Facing Safety Requirements

MJ Hossain, MA Hossain, W Liu, N Ansari

Trustworthy AI for Good (AI4GOOD) Workshop@ ICML 2026

Split Learning Over NOMA-Enabled HetNets for Scalable IoT-Based Precision Agriculture

MA Hossain, N Sadat, N Ansari, F Amsaad

IEEE Transactions on Cognitive Communications and Networking

Energy-based Generative Models with Morphological Attention Networks for Hyperspectral Image Classification: A Unified Framework

MA Hossain, Y Sarker, W Liu, N Ansari

2025 IEEE International Conference on Image Processing (ICIP), pp. 2282-2287

Mobile-edge Computing for Multi-services Digital Twin-enabled IoT Heterogeneous Networks

W Liu, MA Hossain, N Ansari

IEEE Transactions on Cognitive Communications and Networking, vol. 11, no. 3, pp. 1845-1853

Reinforcement Learning-based Network Slicing Scheme for Optimized UE-QoS in Future Networks

W Liu, MA Hossain, N Ansari, A Kiani, T Saboorian

IEEE Transactions on Network and Service Management, vol. 21, no. 3, pp. 3454-3464

Computation-efficient Offloading and Power Control for MEC in IoT Networks by Meta-Reinforcement Learning

MA Hossain, W Liu, N Ansari

IEEE Internet of Things Journal, vol. 11, no. 9, pp. 16722-16730

A Decentralized Collaborative Learning Approach in 5G+ Core Networks

MA Hossain, AR Hossain, W Liu, N Ansari, A Kiani, T Saboorian

IEEE Network, vol. 38, no. 1, pp. 288-295

AI-assisted E2E Network Slicing for Integrated Sensing and Communication in 6G Networks

MA Hossain, A Xiang, A Kiani, T Saboorian, J Kaippallimalil, N Ansari

IEEE Internet of Things Journal, vol. 11, no. 6, pp. 10627-10634

Energy-efficient Federated Edge Learning in Multi-tier NOMA-enabled HetNet

MA Hossain, N Ansari

IEEE Transactions on Cloud Computing, vol. 11, no. 4, pp. 3355-3366

Dual-band Aerial Networks for Priority-based Traffic

AR Hossain, MA Hossain, N Ansari

IEEE Transactions on Vehicular Technology, vol. 72, no. 7, pp. 9500-9510

Hybrid Multiple Access for Network Slicing Aware Mobile Edge Computing

MA Hossain, N Ansari

IEEE Transactions on Cloud Computing, vol. 11, no. 3, pp. 2910-2921

AI in 6G: Energy-efficient Distributed Machine Learning for Multilayer Heterogeneous Networks

MA Hossain, AR Hossain, N Ansari

IEEE Network, vol. 36, no. 6, pp. 84-91

Numerology-capable UAV-MEC for Future Generation Massive IoT Networks

MA Hossain, AR Hossain, N Ansari

IEEE Internet of Things Journal, vol. 9, no. 23, pp. 23860-23868

Network Slicing for NOMA-enabled Edge Computing

MA Hossain, N Ansari

IEEE Transactions on Cloud Computing, vol. 11, no. 1, pp. 811-821

Energy Aware Latency Minimization for Network Slicing Enabled Edge Computing

MA Hossain, N Ansari

IEEE Transactions on Green Communications and Networking, vol. 5, no. 4, pp. 2150-2159