Journal
29. A. D. Raha, M. S. Munir, A. Adhikary, M. Gain, Y. Qiao and C. S. Hong, ”Generative AI-Driven Semantic Communication Framework for NextG Wireless Network.”, IEEE Transactions on Vehicular Technology(IEEE TVT), Early Access, March 2026.
28. Moniruzzaman, N. T. Meem, M. Masud, S. H. K. U. Khan, M. S. Munir, and A. K. Bairagi,, ”Toward sustainable hydroponic farming: An AI-driven IoT framework for virtual pH sensing and sensor lifespan extension.”, Alexandria Engineering Journal, Elsevier, Vol. 143, May 2026, Pages 40-63.
27. A. Adhikary, A. D. Raha, Y. Qiao, M. S. Munir, M. Gain, Z. Han, and C. S. Hong, ”Age of Sensing Empowered Holographic ISAC Framework for nextG Wireless Networks: A VAE and DRL Approach.”, IEEE Transactions on Network and Service Management (IEEE TNSM), vol. 23, pp. 2325-2349, January 2026.
26. K. Kim, Y. K. Tun, M. S. Munir, C. K. Thomas, W. Saad and C. S. Hong, ”Vision and Causal Learning Based Channel Estimation for THz Communications.”, IEEE Transactions on Mobile Computing (IEEE TMC), Early Access, March 2026.
25. S. Kang, M. S. Munir, and C. S. Hong, ”Intelligent Supply Chain for Communication Navigation and Caching in Multi-UAV Wireless Network.”, IEEE Transactions on Network and Service Management (IEEE TNSM), vol. 6, pp. 6045-6065, 2025, July 2025.
24. M. S. Munir, S. Proddatoori, M. Muralidhara, T. M. Dena, W. Saad, Z. Han, and S. Shetty, ”A Trust-By-Learning Framework for Secure 6G Wireless Networks Under Native Generative AI Attacks.”, IEEE Open Journal of the Communications Society (IEEE OJCOMS), vol. 6, pp. 6045-6065, 2025, July 2025.
23. H. Kim, P. S. Aung, M. S. Munir, W. Saad, and C. S. Hong, ”Cooperative Urban Air Mobility Trajectory Design for Power and AoI Optimization: A Multi-agent Reinforcement Learning Approach.”, IEEE Transactions on Vehicular Technology (IEEE TVT), vol. 74, no. 9, pp. 14799-14804, September 2025.
22. M. S. Munir, K. T. Kim, S. F. Abedin, M. G. R. Alam, W. Saad, and C. S. Hong, ”Cognitive Behavior-in-the-Loop: Towards an Attentive Driving in Intelligent Transportation Systems.”, IEEE Transactions on Industrial Informatics (IEEE TII), vol. 20, no. 12, pp. 14469-14478, December 2024.
21. M. S. Munir, A. Adhikary, K. T. Kim, W. Saad, S. Shetty, S-B Park, and C. S. Hong, "Neuro-Symbolic Explainable Artificial Intelligence Twin for Zero-Touch IoE in Wireless Network," IEEE Internet of Things Journal (IEEE IoT), vol. 10, no. 24, pp. 22451-22468, August 2023 (IF: 10.6).
20. M. Monem, M. T. Hossain, M. G. R. Alam, M. S. Munir, M. M. Rahman, S. A. AlQahtani, S. Almutlaq, and M. M. Hassan, ”A sustainable Bitcoin blockchain network through introducing dynamic block size adjustment using predictive analytics”, Future Generation Computer Systems (FGCS), Volume 153, Pages 12-26, November 2023 (IF: 7.5)
19. L. Zou, M. S. Munir, S. S. Hassan, Y. K. Tun, L. X. Nguyen, and C. S. Hong, ”Imbalance Cost-Aware Energy Scheduling for Prosumers Towards UAM Charging: A Matching and Multi-agent DRL Approach”, IEEE Transactions on Vehicular Technology (IEEE TVT), Early Access, October 2023 (IF:6.8)
18. A. Adhikary, M. S. Munir, A. D. Raha, Y. Qiao, Z. Han and C. S. Hong, "Integrated Sensing, Localization, and Communication in Holographic MIMO-enabled Wireless Network: A Deep Learning Approach," IEEE Transactions on Network and Service Management (IEEE TNSM), Early Access, July 2023 (IF: 5.3).
17. K. Kim, Y. K. Tun, M. S. Munir, W. Saad, and C. S. Hong, "Deep Reinforcement Learning for Channel Estimation in RIS-Aided Wireless Networks," IEEE Communications Letters, Early Access, May 2023 (IF: 4.1).
16. M. S. Munir, S. H. Dipro, K. Hasan, T. Islam and S. Shetty. ”Artificial Intelligence-Enabled Exploratory Cyber-Physical Safety Analyzer Framework for Civilian Urban Air Mobility.”, Applied Sciences, 2023, 13(2), 7552 (IF: 2.7) Link.
15. L. Zou, M. S. Munir, Y. K. Tun, S. S. Hassan, P. S. Aung and C. S. Hong. ”When Hierarchical Federated Learning Meets Stochastic Game: Towards an Intelligent UAV Charging in Urban Prosumers.”, IEEE Internet of Things Journal (IEEE IoT), Early Access, January, 2023 (IF: 10.6) Link.
14. M. S. Munir, K. T. Kim, K. Thar, D. Niyato, and C. S. Hong. ”Risk Adversarial Learning System for Connected and Autonomous Vehicle Charging.”, IEEE Internet of Things Journal (IEEE IoT), vol. 9, no. 16, pp. 15184-15203, 15 Aug.15, 2022 (IF: 10.6) Link.
13. L. Zou, M. S. Munir, Y. K. Tun, S. Kang, and C. S. Hong, “Intelligent EV Charging for Urban Prosumer Communities: An Auction and Multi-Agent Deep Reinforcement Learning Approach,” IEEE Transactions on Network and Service Management (IEEE TNSM), vol. 19, no. 4, pp. 4384-4407, Dec. 2022 (IF: 5.3) Link.
12. M. S. Munir, N. H. Tran, W. Saad, and C. S. Hong, ”Multi-Agent Meta-Reinforcement Learning for Self-Powered and Sustainable Edge Computing Systems,” IEEE Transactions on Network and Service Management (IEEE TNSM), vol. 18, no. 3, pp. 3353-3374, Sept. 2021 (IF: 5.3) Link.
11. M. S. Munir, S. F. Abedin, N. H. Tran, Z. Han, E. -N. Huh, and C. S. Hong, ”Risk-Aware Energy Scheduling for Edge Computing with Microgrid: A Multi-Agent Deep Reinforcement Learning Approach,” IEEE Transactions on Network and Service Management (IEEE TNSM), vol. 18, no. 3, pp. 3476-3497, Sept. 2021 (IF: 5.3) Link.
10. S. F. Abedin, M. S. Munir, N. H. Tran, Z. Han, and C. S. Hong, “Data Freshness and Energy-Efficient UAV Navigation Optimization: A Deep Reinforcement Learning Approach,” IEEE Transactions on Intelligent Transportation Systems (IEEE TITS), vol. 22, no. 9, pp. 5994-6006, Sept. 2021 (IF: 8.5) Link.
09. M. S. Munir, D. H. Kim, A. K. Bairagi, and C. S. Hong, ”When CVaR Meets with Bluetooth PAN: A Physical Distancing System for COVID-19 Proactive Safety,” IEEE Sensors Journal (IEEE Sensors), vol. 21, no. 12, pp. 13858-13869, March 2021 (IF:4.3) Link.
08. A. K. Bairagi, M. S. Munir, M. Alsenwi, N. H. Tran, S. S. Alshamrani, M. Masud, Z. Han, and C. S. Hong, ”Coexistence Mechanism Between eMBB and uRLLC in 5G Wireless Networks,” IEEE Transactions on Communications (IEEE TCOM), vol. 69, no. 3, pp. 1736-1749, Nov. 2020 (IF: 8.3) Link.
07. A. K. Bairagi, M. Masud, D. H. Kim, M. S. Munir, A. A. Nahid, S. F. Abedin, K. M. Alam, S. Biswas, S. S. Alshamrani, Z. Han, and C. S. Hong, “Controlling the Outbreak of COVID-19: A Noncooperative Game Perspective,” IEEE Access (IEEE Access), vol. 8, pp. 215570-215581, November 2020 (IF: 3.9) Link.
06. M. S. Munir, S. F. Abedin, N. H. Tran, and C. S. Hong, ”When Edge Computing Meets Microgrid: A Deep Reinforcement Learning Approach,” IEEE Internet of Things Journal (IEEE IoT), vol. 6, no. 5, pp. 7360-7374, Oct. 2019 (IF: 10.6) Link.
05. S. F. Abedin, A. K. Bairagi, M. S. Munir, N. H. Tran, and C. S. Hong, ”Fog Load Balancing for Massive Machine Type Communications: A Game and Transport Theoretic Approach,” IEEE Access (Access), vol. 7, pp. 4204-4218, Dec. 2018 (IF: 3.9) Link.
04. M. G. R. Alam, M. S. Munir, M. Z. Uddin, M. S. Alam, N. D. Tri, and C. S. Hong, “Edge-of-things computing framework for cost-effective provisioning of healthcare data,” Journal of Parallel and Distributed Computing (ELSEVIER JPDC), vol. 123, pp. 54-60, Jan. 2019 (IF: 3.8) Link.
03. A. Adhikary, M. S. Munir, A. D. Raha, M. S. Kim, J. W. Choe, and C. S. Hong, “A Deep Learning Approach for Target-oriented Communication Resource Allocation in Holographic MIMO,” Journal of KIISE (JOK), Vol.46, No.10, pp.441 - 450, May. 2023, Link. [Invited due to KCC 2022 excellent paper]
02. S. F. Abedin, M. S. Munir, S. Kang, and C. S. Hong, “A Transport Theoretic Approach for Computational Task Migration in Multi-Access Edge Computing,” Journal of KIISE (JOK), Vol.46, No.10, pp.1061-1068, Oct. 2019 Link. [Invited due to KSC 2018 best paper]
01. M. S. Munir, S. F. Abedin, M. G. R. Alam, D. H. Kim, and C. S. Hong, ”Smart Agent based Dynamic Data Aggregation for Delay Sensitive Smart City Services”, Journal of KIISE (JOK), vol. 45, no. 4, pp. 395-402, April 2018 Link. [Invited due to KCC 2017 best paper]
Preprints
M. S. Munir, S. F. Abedin, K. T. Kim, D. H. Kim, M. G. R. Alam, and C. S. Hong. ”Drive Safe: Cognitive-Behavioral Mining for Intelligent Transportation Cyber-Physical System.” arXiv preprint [Under Review] arXiv:2008.10148 (2020).