Muhammad Ahmed Mohsin

49 papers B 2Misc 3Journal 36Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Continuous-Utility Direct Preference Optimization.
CoRR
Muhammad Ahmed Mohsin, Muhammad Umer, Ahsan Bilal, Zihao He, Muhammad Usman Rafique, Asad Aali, Muhammad Ali Jamshed, John M. Cioffi, Emily Fox
2026 J jnl
Meta-Reinforcement Learning for Fast and Data-Efficient Spectrum Allocation in Dynamic Wireless Networks.
IEEE Wirel. Commun. Lett.
Oluwaseyi Giwa, Tobi Ebenezer Awodumila, Muhammad Ahmed Mohsin, Ahsan Bilal, Muhammad Ali Jamshed
2026 J jnl
Towards Green Connectivity: An AI-Driven Mesh Architecture for Sustainable and Scalable Wireless Networks.
CoRR
Muhammad Ahmed Mohsin, Muhammad Jazib, Muhammad Saad, Ayesha Mohsin
2026 J jnl
What If We Allocate Test-Time Compute Adaptively?
CoRR
Ahsan Bilal, Muhammad Ahmed Mohsin, Muhammad Umer, Ali Subhan, Hassan Rizwan, Ayesha Mohsin, Dean Hougen
2025 J jnl
6G Twin: Hybrid Gaussian Radio Fields for Channel Estimation and Non-Linear Precoder Design for Radio Access Networks.
CoRR
Muhammad Ahmed Mohsin, Muhammad Umer, Ahsan Bilal, Muhammad Ali Jamshed, Dean F. Hougen, John M. Cioffi
2025 J jnl
AI Enabled 6G for Semantic Metaverse: Prospects, Challenges and Solutions for Future Wireless VR.
CoRR
Muhammad Ahmed Mohsin, Sagnik Bhattacharya, Abhiram Rao Gorle, Muhammad Ali Jamshed, John M. Cioffi
2025 J jnl
AI Enabled 6G for Semantic Metaverse: Prospects, Challenges and Solutions for Future Wireless VR.
IEEE Wirel. Commun.
Muhammad Ahmed Mohsin, Sagnik Bhattacharya, Abhiram Rao Gorle, Muhammad Ali Jamshed, John M. Cioffi
2025 J jnl
Artificial Intelligence, Ambient Backscatter Communication and Non-Terrestrial Networks: A 6G Commixture.
CoRR
Muhammad Ali Jamshed, Bushra Haq, Muhammad Ahmed Mohsin, Ali Nauman, Halim Yanikomeroglu
2025 J jnl
Artificial Intelligence, Ambient Backscatter Communication and Non-Terrestrial Networks: A 6G Commixture.
IEEE Internet Things Mag.
Muhammad Ali Jamshed, Bushra Haq, Muhammad Ahmed Mohsin, Ali Nauman, Halim Yanikomeroglu
2025 J jnl
Channel Prediction under Network Distribution Shift Using Continual Learning-based Loss Regularization.
CoRR
Muhammad Ahmed Mohsin, Muhammad Umer, Ahsan Bilal, Muhammad Ibtsaam Qadir, Muhammad Ali Jamshed, Dean F. Hougen, John M. Cioffi
2025 J jnl
Computation Offloading Strategies in Integrated Terrestrial and Non-Terrestrial Networks.
CoRR
Muhammad Ahmed Mohsin, Muhammad Umer, Amara Umar, Hatem Abou-Zeid, Syed Ali Hassan
2025 J jnl
Conditional Prior-based Non-stationary Channel Estimation Using Accelerated Diffusion Models.
CoRR
Muhammad Ahmed Mohsin, Ahsan Bilal, Muhammad Umer, Asad Aali, Muhammad Ali Jamshed, Dean F. Hougen, John M. Cioffi
2025 J jnl
Continual Learning for Wireless Channel Prediction.
CoRR
Muhammad Ahmed Mohsin, Muhammad Umer, Ahsan Bilal, Muhammad Ali Jamshed, John M. Cioffi
2025 B conf
Deep Reinforcement Learning Optimized Intelligent Resource Allocation in Active RIS-Integrated TN-NTN Networks.
WCNC
Muhammad Ahmed Mohsin, Hassan Rizwan, Muhammad Jazib, Muhammad Iqbal, Muhammad Bilal, Tabinda Ashraf, Muhammad Farhan Khan, Jen-Yi Pan
2025 J jnl
Intelligent Spectrum Sharing in Integrated TN-NTNs: A Hierarchical Deep Reinforcement Learning Approach.
CoRR
Muhammad Umer, Muhammad Ahmed Mohsin, Ali Arshad Nasir, Hatem Abou-Zeid, Syed Ali Hassan
2025 J jnl
Intelligent Spectrum Sharing in Integrated TN-NTNs: A Hierarchical Deep Reinforcement Learning Approach.
IEEE Wirel. Commun.
Muhammad Umer, Muhammad Ahmed Mohsin, Ali Arshad Nasir, Hatem Abou-Zeid, Syed Ali Hassan
2025 J jnl
Machine Learning-Driven Performance Analysis of Compressed Communication in Aerial-RIS Networks for Future 6G Networks.
CoRR
Muhammad Farhan Khan, Muhammad Ahmed Mohsin, Zeeshan Alam, Muhammad Saad, Muhammad Waqar
2025 J jnl
Meta-Reinforcement Learning for Fast and Data-Efficient Spectrum Allocation in Dynamic Wireless Networks.
CoRR
Oluwaseyi Giwa, Tobi Awodunmila, Muhammad Ahmed Mohsin, Ahsan Bilal, Muhammad Ali Jamshed
2025 J jnl
Meta-Thinking in LLMs via Multi-Agent Reinforcement Learning: A Survey.
CoRR
Ahsan Bilal, Muhammad Ahmed Mohsin, Muhammad Umer, Muhammad Awais Khan Bangash, Muhammad Ali Jamshed
2025 J jnl
Net-Zero 6G from Earth to Orbit: Sustainable Design of Integrated Terrestrial and Non-Terrestrial Networks.
CoRR
Muhammad Ali Jamshed, Malik Muhammad Saad, Muhammad Ahmed Mohsin, Dongkyun Kim, Octavia A. Dobre, Halim Yanikomeroglu, Lina S. Mohjazi
2025 J jnl
Neural Gaussian Radio Fields for Channel Estimation.
CoRR
Muhammad Umer, Muhammad Ahmed Mohsin, Ahsan Bilal, John M. Cioffi
2025 — conf
On Energy-Efficient Passive Beamforming Design of RIS-Assisted CoMP-NOMA Networks.
ICC
Muhammad Umer, Muhammad Ahmed Mohsin, Aamir Mahmood, Haejoon Jung, Haris Pervaiz, Mikael Gidlund, Syed Ali Hassan
2025 J jnl
On the Fundamental Limits of LLMs at Scale.
CoRR
Muhammad Ahmed Mohsin, Muhammad Umer, Ahsan Bilal, Zeeshan Memon, Muhammad Ibtsaam Qadir, Sagnik Bhattacharya, Hassan Rizwan, Abhiram Rao Gorle, Maahe Zehra Kazmi, Ayesha Mohsin, Muhammad Usman Rafique, Zihao He, Pulkit Mehta, Muhammad Ali Jamshed, John M. Cioffi
2025 — conf
Optimum Power Allocation for Low Rank Wi-Fi Channels: A Comparison with Deep RL Framework.
ICC
Muhammad Ahmed Mohsin, Sagnik Bhattacharya, Kamyar Rajabalifardi, Rohan Pote, John M. Cioffi
2025 Misc conf
Optimum Power-Subcarrier Allocation and Time-Sharing in Multicarrier NOMA Uplink.
ICASSP
Sagnik Bhattacharya, Kamyar Rajabalifardi, Muhammad Ahmed Mohsin, John M. Cioffi
2025 J jnl
Optimum Power-Subcarrier Allocation and Time-Sharing in Multicarrier NOMA Uplink.
CoRR
Sagnik Bhattacharya, Kamyar Rajabalifardi, Muhammad Ahmed Mohsin, John M. Cioffi
2025 J jnl
Quantum Fisher-Preconditioned Reinforcement Learning: From Single-Qubit Control to Rayleigh-Fading Link Adaptation.
CoRR
Oluwaseyi Giwa, Muhammad Ahmed Mohsin, Muhammad Ali Jamshed
2025 J jnl
Reconfigurable Holographic Surfaces and Near Field Communication for Non-Terrestrial Networks: Potential and Challenges.
CoRR
Muhammad Ali Jamshed, Muhammad Ahmed Mohsin, Hongliang Zhang, Bushra Haq, Aryan Kaushik, Boya Di, Weiwei Jiang
2025 J jnl
Reconfigurable Intelligent Surface-Assisted Aerial Nonterrestrial Networks: An Intelligent Synergy With Deep Reinforcement Learning.
IEEE Veh. Technol. Mag.
Muhammad Umer, Muhammad Ahmed Mohsin, Aryan Kaushik, Qurrat-Ul-Ain Nadeem, Ali Arshad Nasir, Syed Ali Hassan
2025 J jnl
Resource Allocation for RIS-Assisted CoMP-NOMA Networks using Reinforcement Learning.
CoRR
Muhammad Umer, Muhammad Ahmed Mohsin, Huma Ghafoor, Syed Ali Hassan
2025 — conf
Retrieval Augmented Generation with Multi-Modal LLM Framework for Wireless Environments.
ICC Workshops
Muhammad Ahmed Mohsin, Ahsan Bilal, Sagnik Bhattacharya, John M. Cioffi
2025 J jnl
Retrieval Augmented Generation with Multi-Modal LLM Framework for Wireless Environments.
CoRR
Muhammad Ahmed Mohsin, Ahsan Bilal, Sagnik Bhattacharya, John M. Cioffi
2025 J jnl
Structured Prompting Enables More Robust Evaluation of Language Models.
CoRR
Asad Aali, Muhammad Ahmed Mohsin, Vasiliki Bikia, Arnav Singhvi, Richard Gaus, Suhana Bedi, Hejie Cui, Miguel Fuentes, Alyssa Unell, Yifan Mai, Jordan Cahoon, Michael A. Pfeffer, Roxana Daneshjou, Sanmi Koyejo, Emily Alsentzer, Christopher Potts, Nigam H. Shah, Akshay S. Chaudhari
2025 Misc conf
Successive Interference Cancellation-aided Diffusion Models for Joint Channel Estimation and Data Detection in Low Rank Channel Scenarios.
ICASSP
Sagnik Bhattacharya, Muhammad Ahmed Mohsin, Kamyar Rajabalifardi, John M. Cioffi
2025 J jnl
Successive Interference Cancellation-aided Diffusion Models for Joint Channel Estimation and Data Detection in Low Rank Channel Scenarios.
CoRR
Sagnik Bhattacharya, Muhammad Ahmed Mohsin, Kamyar Rajabalifardi, John M. Cioffi
2025 J jnl
Task and Perception-aware Distributed Source Coding for Correlated Speech under Bandwidth-constrained Channels.
CoRR
Sagnik Bhattacharya, Muhammad Ahmed Mohsin, Ahsan Bilal, John M. Cioffi
2025 J jnl
TeraRIS NOMA-MIMO Communications for 6G and Beyond Industrial Networks.
CoRR
Ali Raza, Muhammad Farhan Khan, Zeeshan Alam, Muhammad Saad, Ilyas Saleem, Muhammad Ahmed Mohsin, Muhammad Ali Jamshed
2025 J jnl
Towards 6G Intelligence: The Role of Generative AI in Future Wireless Networks.
CoRR
Muhammad Ahmed Mohsin, Junaid Ahmad, Muhammad Hamza Nawaz, Muhammad Ali Jamshed
2025 J jnl
Transformer-Based Sparse CSI Estimation for Non-Stationary Channels.
CoRR
Muhammad Ahmed Mohsin, Muhammad Umer, Ahsan Bilal, Hassan Rizwan, Sagnik Bhattacharya, Muhammad Ali Jamshed, John M. Cioffi
2025 — conf
Transformer-based Distributed Machine Learning for Downlink Channel Estimation in RIS-Aided Networks.
ICASSP Workshops
Muhammad Ahmed Mohsin, Syed Muhammad Jameel, Hassan Rizwan, Muhammad Iqbal, Tabinda Ashraf, Jen-Yi Pan
2025 — conf
Vision Transformer Based Semantic Communications for Next Generation Wireless Networks.
ICC Workshops
Muhammad Ahmed Mohsin, Muhammad Jazib, Zeeshan Alam, Muhammad Farhan Khan, Muhammad Saad, Muhammad Ali Jamshed
2025 J jnl
Vision Transformer Based Semantic Communications for Next Generation Wireless Networks.
CoRR
Muhammad Ahmed Mohsin, Muhammad Jazib, Zeeshan Alam, Muhammad Farhan Khan, Muhammad Saad, Muhammad Ali Jamshed
2024 J jnl
Analysis of STAR-RIS-Assisted Downlink CoMP-NOMA Multi-Cell Networks Under Nakagami-m Fading.
IEEE Commun. Lett.
Muhammad Umer, Muhammad Ahmed Mohsin, Mikael Gidlund, Haejoon Jung, Syed Ali Hassan
2024 B conf
Deep Reinforcement Learning for Trajectory and Phase Shift Optimization of Aerial RIS in CoMP-NOMA Networks.
GLOBECOM
Muhammad Umer, Muhammad Ahmed Mohsin, Aamir Mahmood, Kapal Dev, Haejoon Jung, Mikael Gidlund, Syed Ali Hassan
2024 — conf
Optimal Power Allocation and Time Sharing in Low Rank Multi-Carrier Wi-Fi Channels.
GLOBECOM (Workshops)
Sagnik Bhattacharya, Kamyar Rajabalifardi, Muhammad Ahmed Mohsin, Rohan Pote, John M. Cioffi
2024 J jnl
Optimal Power Allocation and Time Sharing in Low Rank Multi-carrier Wi-Fi Channels.
CoRR
Sagnik Bhattacharya, Kamyar Rajabalifardi, Muhammad Ahmed Mohsin, Rohan Pote, John M. Cioffi
2023 — conf
Performance Analysis of STAR-RIS Enhanced CoMP-NOMA Multi-Cell Networks.
GLOBECOM (Workshops)
Muhammad Umer, Muhammad Ahmed Mohsin, Syed Ali Hassan, Haejoon Jung, Haris Pervaiz
2023 — conf
PyramidTabNet: Transformer-Based Table Recognition in Image-Based Documents.
ICDAR (5)
Muhammad Umer, Muhammad Ahmed Mohsin, Adnan Ul-Hasan, Faisal Shafait
2023 Misc conf
Zero-Shot Learning via GANs and SAGANs: A Performance Analysis.
FIT
Muhammad Ahmed Mohsin