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ORCIDMuhammad Fayaz 0001
Person information
- affiliation: University of Malakand, Department of Computer Science and IT, Chakdara, Pakistan
- affiliation (PhD 2023): Queen Mary University of London, Department of computer science, UK
Other persons with the same name
- Muhammad Fayaz — disambiguation page
- Muhammad Fayaz 0002
![[0000-0002-7554-290X]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0000-0002-7554-290X")
— University of Central Asia, Department of Computer Science, School of Arts and Sciences, Naryn, Kyrgyzstan - Muhammad Fayaz 0003 — Sejong University, Department of Computer Science and Engineering, Seoul, Korea (and 1 more)
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2020 – today
- 2026
[j10]Muhammad Haqdad, Muhammad Fayaz, Pervez Khan, Farman Ali, Theyazn H. H. Aldhyani, Ali Kashif Bashir, Daehan Kwak:
Intent-Based Networking With Deep Reinforcement Learning for Detecting Decreased Rank Attacks in Low-Power and Lossy IoT Networks. IEEE Internet Things J. 13(9): 17802-17814 (2026)- [j9]Sohail Abbas, Muhammad Fayaz, Asad Ullah, Pervez Khan, Muhammad Nawaz Khan, Rehan Tariq Chohan:
A Federated Learning-Based Hybrid Architecture for Multi-Class Attack Detection in UAVs Communications. IEEE Open J. Commun. Soc. 7: 6121-6135 (2026) - 2025
- [j8]Abdullah Alajmi, Abdulrahman Ghandoura, Abdelwahed Motwakel, Muhammad Fayaz:
Learning Meets Logic: Fuzzy Logic Based Deep Matching for Intelligent User Association in 6G IoT Networks. IEEE Open J. Commun. Soc. 6: 8362-8375 (2025) - [j7]Sohail Abbas, Muhammad Fayaz, Abdulrahman Ghandoura, Muhammad Zahid Khan, Ateeq Ur Rehman:
Secure Energy Aware Power Control in Consumer Internet of Things With Semi Grant Free NOMA. IEEE Trans. Consumer Electron. 71(2): 6401-6411 (2025) - 2024
- [j6]Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Subramaniam Thayaparan, Arumugam Nallanathan:
Toward Autonomous Power Control in Semi-Grant-Free NOMA Systems: A Power Pool-Based Approach. IEEE Trans. Commun. 72(6): 3273-3289 (2024) - 2023
- [j5]Abdullah Alajmi, Waleed Ahsan, Muhammad Fayaz, Arumugam Nallanathan:
Intelligent Resource Allocation in Backscatter-NOMA Networks: A Soft Actor Critic Framework. IEEE Trans. Veh. Technol. 72(8): 10119-10132 (2023) - [j4]Abdullah Alajmi, Muhammad Fayaz, Waleed Ahsan, Arumugam Nallanathan:
Semi-Centralized Optimization for Energy Efficiency in IoT Networks With NOMA. IEEE Wirel. Commun. Lett. 12(2): 366-370 (2023) - 2022
- [j3]Muhammad Fayaz, Atif Khan, Muhammad Bilal, Sana Ullah Khan:
Machine learning for fake news classification with optimal feature selection. Soft Comput. 26(16): 7763-7771 (2022) - [c4]Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan:
Multi-Agent DRL for Mitigating Power Collisions in SGF-NOMA Systems. GLOBECOM 2022: 1509-1514 - [c3]Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan:
Throughput Optimization for SGF-NOMA via Distributed DRL with Prioritized Experience Replay. ICC 2022: 5178-5183 - [c2]Abdullah Alajmi, Muhammad Fayaz, Waleed Ahsan, Arumugam Nallanathan:
Soft Actor Critic Framework for Resource Allocation in Backscatter-NOMA Networks. LATINCOM 2022: 1-6 - 2021
- [j2]Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan:
Transmit Power Pool Design for Grant-Free NOMA-IoT Networks via Deep Reinforcement Learning. IEEE Trans. Wirel. Commun. 20(11): 7626-7641 (2021) - [c1]Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan:
Transmit Power Pool Design for Uplink IoT Networks with Grant-free NOMA. ICC 2021: 1-6 - [i2]Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan:
Competitive MA-DRL for Transmit Power Pool Design in Semi-Grant-Free NOMA Systems. CoRR abs/2106.11190 (2021) - 2020
- [j1]Muhammad Fayaz, Atif Khan, Javid Ur Rahman, Abdullah Alharbi, Muhammad Irfan Uddin, Bader Alouffi:
Ensemble Machine Learning Model for Classification of Spam Product Reviews. Complex. 2020: 8857570:1-8857570:10 (2020) - [i1]Muhammad Fayaz, Wenqiang Yi, Yuanwei Liu, Arumugam Nallanathan:
Transmit Power Pool Design for Grant-Free NOMA-IoT Networks via Deep Reinforcement Learning. CoRR abs/2012.06881 (2020)
Coauthor Index
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