Patents

1. Yan Kyaw Tun, Seok Won Kang, Choong Seon Hong, "Apparatus for constructing energy-efficient communication and computation resource allocation framework for multiple communication service and method thereof ", Patent no. US11172490B2, Registration Granted on Nov 2021.

2. Yan Kyaw Tun, Yu Min Park, Songbae Park, Choong Seon Hong, "Collaboration in the Sky: A Distributed Framework for Task Offloading and Resource Allocation in Multi-Access Edge Computing", The International Patent System (PCT) PCT/KR2021/019713, PCT, filed Dec  2021.

3. Yan Kyaw Tun, Yu Min Park, Songbae Park, Choong Seon Hong, "A distributed framework for task offloading and resource distribution in multi-connection edge computing", 10-2021-0184388, Republic of Korea, Application 2021.Dec. 21. 

4. Nguyen Xuan Loc, Yan Kyaw Tun, Seokwon Kang, Choong Seon Hong, "How to Offload Dependency Tasks to Collaborative UAV Networks and Improve UAV Battery Life", 10-2021-0184363, Republic of Korea, filed 2021.Dec. 21. 

International Journals 

1. Pyae Sone Aung, Loc X. Nguyen, Yan Kyaw Tun, Zhu Han, and Choong Seon Hong "Aerial STAR-RIS Empowered MEC: A DRL Approach for Energy Minimization", IEEE Wireless Communication Letters. (IF: 6.3)

2. Loc X. Nguyen, Q. Le, Ye Lin Tun, Pyae Sone Aung, Yan Kyaw Tun, Zhu Han, and Choong Seon Hong, "An Efficient Federated Learning Framework for Training Semantic Communication System " IEEE Transactions on Vehicular Technology. (IF: 6.8)

3. Luan N. T. Huynh, Md Delowar Hossain, Quoc-Viet Pham, Yan Kyaw Tun, and Eui-Nam Huh "A Block-structured Optimization Approach for Data Sensing and Computing in Vehicle-assisted Edge Computing Networks", IEEE Sensors Journal. (IF: 4.3)  

4. Luyao Zou, Md. Shirajum Munir, Sheikh Salman Hassan, Yan Kyaw Tun, Loc X. Nguyen, and Choong Seon Hong, "Imbalance Cost-Aware Energy Scheduling for Prosumers Towards UAM Charging: A Matching and Multi-agent DRL Approach", IEEE Transactions on Vehicular Technology . (IF: 6.8)

5. Pyae Sone Aung, Loc X. Nguyen, Yan Kyaw Tun, Zhu Han, and Choong Seon Hong, "Deep Reinforcement Learning based Joint Spectrum Allocation and Configuration Design for STAR-RIS-Assisted V2X Communications", IEEE Internet of Things Journal. (IF: 10.6)

6. Sheikh Salman Hassan, Yumin Park, Yan Kyaw Tun, Walid Saad, Zhu Han, Choong Seon Hong, "SpaceRIS: LEO Satellite Coverage Maximization in 6G Sub-THz Networks by MAPPO DRL and Whale Optimization ", IEEE Journal on Selected Areas in Communications. (IF: 16.4)

7. Loc X Nguyen, Ye Lin Tun, Yan Kyaw Tun, Minh NH Nguyen, Chaoning Zhang, Zhu Han, Choong Seon Hong, "Swin Transformer-Based Dynamic Semantic Communication for Multi-User with Different Computing Capacity ", IEEE Transactions on Vehicular Technology. (IF: 6.8)

8. Tra Huong Thi Le, Yan Kyaw Tun, "Min-max Decoding Error Probability Optimization in RIS-Aided Hybrid TDMA-NOMA Networks", IEEE Transactions on Network and Service Management (Under Review). (IF: 5.3)

9. Ki Tae Kim, Yan Kyaw Tun, Shirajum Munir, Walid Saad, and Choong Seon Hong, "Deep Reinforcement Learning for Channel Estimation in RIS-Aided Wireless Networks", IEEE Communications Letters. (IF: 4.1) (Top 50 Most Popular Articles of IEEE CL)

10. Luyao Zou, Md. Shirajum Munir, Yan Kyaw Tun, Sheikh Salman Hassan, Pyae Sone Aung, Choong Seon Hong, "When Hierarchical Federated Learning Meets Stochastic Game: Towards an Intelligent UAV Charging in Urban Prosumers", IEEE Internet of Things Journal. (IF: 10.6)

11. Yan Kyaw Tun, Yumin Park, Choong Seon Hong, and György Dán "Joint UAV Deployment and Resource Allocation in THz-Assisted Integrated Space-Air-Ground Networks", IEEE Transactions on Wireless Communications (Under Review). (IF: 7.9)

12. Sheikh Salman Hassan, Yumin Park, Yan Kyaw Tun, Walid Saad, Zhu Han, Choong Seon Hong  "Satellite-based ITS Data Offloading & Computation in 6G Networks: A Cooperative Multi-Agent Proximal Policy Optimization DRL with Attention Approach",IEEE Transactions on Mobile Computing. (IF: 7.9) (Top 50 Most Popular Articles of IEEE TMC)

13. Tri Nguyen Dang, Aunas Manzoor, Yan Kyaw Tun, S. M. Ahsan Kazmi, Zhu Han, and Choong Seon Hong, "A Contract Theory-based Incentive Mechanism for UAV-enabled VR-based Services in 5G and Beyond", IEEE Internet of Things Journal. (IF: 10.6)

14. Yu Min Park, Sheikh Salman Hassan, Yan Kyaw Tun, Zhu Han, and Choong Seon Hong, "Joint Trajectory and Resource Optimization of MEC-Assisted UAVs in Sub-THz Networks: A Resources-based Multi-Agent Proximal Policy Optimization DRL with Attention Mechanism", IEEE Transactions on Vehicular Technology. (IF: 6.8)

15. Yan Kyaw Tun,  Ki Tae Kim, Luyao Zou, Zhu Han, György Dán, and Choong Seon Hong, "Collaborative Computing Services at Ground, Air, and Space: An Optimization Approach", IEEE Transactions on Vehicular Technology.  (IF: 6.8)

16. Loc X. Nguyen, Yan Kyaw Tun, Tri Nguyen Dang, Yu Min Park, Zhu Han, Choong Seon Hong, "Dependency Tasks Offloading and Communication Resource Allocation in Collaborative UAVs Networks: A Meta-Heuristic Approach", IEEE Internet of Things Journal. (IF: 10.6)

17. Pyae Sone Aung, Yu Min Park, Yan Kyaw Tun,  Zhu Han, and Choong Seon Hong, "Energy-efficient communication networks via multiple aerial reconfigurable intelligent surfaces: DRL and optimization approach", IEEE Transactions on Vehicular Technology.  (IF: 6.8)

18. Sheikh Salman Hassan, Do Hyeon Kim, Yan Kyaw Tun, Nguyen H. Tran, Walid Saad, Choong Seon Hong, "Seamless and Energy Efficient Maritime Coverage in Coordinated 6G Space-Air-Sea Non-Terrestrial Networks", IEEE Internet of Things Journal. (IF: 10.6)

19. Yan Kyaw Tun, Tri Nguyen Dang, Kitae Kim, Madyan Alsenwi, Walid Saad, Choong Seon Hong, "Collaboration in the Sky: A Distributed Framework for Task Offloading and Resource Allocation in Multi-Access Edge Computing", IEEE Internet of Things Journal. (IF: 10.6)

20. Yan Kyaw Tun, Yu Min Park, Tra Huong Thi Le, Zhu Han, Choong Seon Hong, "A Business Model for Resource Sharing in Cell-Free UAVs-Assisted Wireless Networks", IEEE Transactions on Vehicular Technology. (IF: 6.8)

21. Yu Min Park, Yan Kyaw Tun, Zhu Han, Choong Seon Hong, "Trajectory Optimization and Phase-Shift Design in IRS-Assisted UAV Network for Smart Railway", IEEE Transactions on Vehicular Technology. (IF: 6.8)

22. Do Hyeon Kim, Aunas Manzoor, Madyan Alsenwi, Yan Kyaw Tun, Walid Saad, Choong Seon Hong "Ruin Theory for User Association and Energy Optimization in Multi-access Edge Computing", IEEE Transactions on Vehicular Technology. (IF: 6.8)

23. Luyao Zou, Md. Shiranjum Munir, Yan Kyaw Tun, Seokwon Kang, and Choong Seon Hong, "Intelligent EV Charging for Urban Prosumer Communities: An Auction and Multi-Agent Deep Reinforcement Learning Approach", IEEE Transactions on Network and Service Management. (IF: 5.3)

24. Tri Nguyen Dang, Aunas Manzoor, Yan Kyaw Tun, S. M. Ahsan Kazmi, Zhu Han, Choong Seon Hong, "Joint Communication, Computation, and Control for Computational Task Offloading in Vehicle-Assisted Multi-Access Edge Computing", IEEE Access. (IF: 3.9)

25. Nway Nway Ei, Madyan Alsenwi, Yan Kyaw Tun, Zhu Han, Choong Seon Hong, "Energy-Efficient Resource Allocation in Multi-UAV-Assisted Two-Stage Edge Computing for Beyond 5G Networks", IEEE Transactions on Intelligent Transportation Systems. (IF: 8.5)

26. Latif U Khan, Yan Kyaw Tun, Madyan Alsenwi, Muhammad Imran, Zhu Han, Choong Seon Hong, "A Dispersed Federated Learning Framework for 6G-Enabled Autonomous Driving Cars", IEEE Transactions on Network Science and Engineering. (IF: 6.6)

27. Shashi Raj Pandey, Kitae Kim, Madyan Alsenwi, Yan Kyaw Tun, Zhu Han, Choong Seon Hong, "Latency-sensitive Service Delivery with UAV-Assisted 5G Networks", IEEE  Wireless Communication Letter. (IF: 6.3)

28. Tra Huong Thi Le, Nguyen H Tran, Yan Kyaw Tun, Minh NH Nguyen, Shashi Raj Pandey, Zhu Han, Choong Seon Hong, "An incentive mechanism for federated learning in wireless cellular network: An auction approach", IEEE Transactions on Wireless Communication. (IF: 10.4) (Top 50 Most Popular Articles of TWC)

29. Minh NH Nguyen, Nguyen H Tran, Yan Kyaw Tun, Zhu Han, Choong Seon Hong, "Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks", IEEE Transactions on Mobile Computing. (IF: 7.9) (Top 50 Most Popular Articles of TMC)

30. Yan Kyaw Tun, Yu Min Park, Nguyen H Tran, Walid Saad, Shashi Raj Pandey, Choong Seon Hong, "Energy-efficient resource management in uav-assisted mobile edge computing", IEEE Communications Letters. (IF: 4.1) (Top 50 Most Popular Articles of CL for two years)

31. Yan Kyaw Tun, Madyan Alsenwi, Nguyen H Tran, Zhu Han, Choong Seon Hong, "Energy efficient communication and computation resource slicing for eMBB and URLLC coexistence in 5G and beyond", IEEE Access. (IF: 3.9)

32. Yan Kyaw Tun, Anselme Ndikumana, Shashi Raj Pandey, Zhu Han, Choong Seon Hong, "Joint radio resource allocation and content caching in heterogeneous virtualized wireless networks", IEEE Access. (IF: 3.9) 

33. Shashi Raj Pandey, Nguyen H Tran, Mehdi Bennis, Yan Kyaw Tun, Aunas Manzoor, Choong Seon Hong, "A crowdsourcing framework for on-device federated learning", IEEE Transactions on Wireless Communications. (IF: 10.4) (Top 50 Most Popular Articles of TWC)

34. Madyan Alsenwi, Ibrar Yaqoob, Shashi Raj Pandey, Yan Kyaw Tun, Anupam Kumar Bairagi, Lok-won Kim, Choong Seon Hong, "Towards coexistence of cellular and WiFi networks in unlicensed spectrum: A neural networks based approach", IEEE Access. (IF: 3.9)

35. Yan Kyaw Tun, Nguyen H Tran, Duy Trong Ngo, Shashi Raj Pandey, Zhu Han, Choong Seon Hong, "Wireless network slicing: Generalized kelly mechanism-based resource allocation", IEEE Journal on Selected Areas in Communications. (IF: 16.4)

36. Kyi Thar, Thant Zin Oo, Yan Kyaw Tun, Ki Tae Kim, Choong Seon Hong, "A deep learning model generation framework for virtualized multi-access edge cache management", IEEE Access. (IF: 3.9)

International Conferences 

1. Yu Min Park, Yan Kyaw Tun, and Choong Seon Hong, "Joint User Pairing and Beamforming Design of Multi-STAR-RISs-Aided NOMA in the Indoor Environment via Multi-Agent Reinforcement Learning",  IEEE/IFIP Network Operations and Management Symposium (NOMS 2024), Seoul, Korea, May 2024.

2. Kitae Kim, Yan Kyaw Tun, Md. Shirajum Munir, Walid Saad, and Choong Seon Hong, "Pilot Optimization and Channel Estimation Scheme for Semantic Communication: A Framework for Edge Intelligence", IEEE/IFIP Network Operations and Management Symposium (NOMS 2024), Seoul, Korea, May 2024.

3. Yan Kyaw Tun, György Dán,  "RIS-Assisted UAV-Enabled ISAC System: Joint Radio Resource and Phase Shift Optimization Framework " IEEE Global Communication Conference (GLOBECOM) Workshop,  2023, 4-8 Dec, in Kuala Lumpur, Malaysia.  

4. Yan Kyaw Tun, György Dán, "Sum-Rate Maximization in Integrated Space-Air-Ground Networks Under Backhaul Capacity Constraints" IEEE Global Communication Conference (GLOBECOM) 2023, 4-8 Dec, in Kuala Lumpur, Malaysia.     

5. Pyae Sone Aung, Loc X. Nguyen, Yan Kyaw Tun, Zhu Han, Choong Seon Hong "Deep Reinforcement Learning based Spectral Efficiency Maximization in STAR-RIS-Assisted Indoor Outdoor Communication", IEEE/IFIP Network Operations and Management Symposium (NOMS 2023), Miami, FL, USA, May 2023. 

6.  Luyao Zou, Sheikh Salman Hassan, Yan Kyaw Tun, Zhu Han, Choong Seon Hong "Energy Efficient Leaderless Softwarized UAV Network: Joint Intelligent User Association and Resource Allocation Design", IEEE/IFIP Network Operations and Management Symposium (NOMS 2023), Miami, FL, USA, May 2023.  

7. Pyae Sone Aung, Yan Kyaw Tun, Zhu Han, Choong Seon Hong, "Energy-efficiency maximization of multiple RISs-enabled communication networks by deep reinforcement learning", IEEE International Conference on Communications (ICC) 2022, Seoul, South Korea. 

8. Sheikh Salman Hassan, Yumin Park, Yan Kyaw Tun, Walid Saad, Zhu Han, Choong Seon Hong, "3TO: THz-Enabled Throughput and Trajectory Optimization of UAVs in 6G Networks by Proximal Policy Optimization Deep Reinforcement Learning", IEEE International Conference on Communications (ICC) 2022, Seoul, South Korea.

9. Yu Min Park, Sheikh Salman Hassan, Yan Kyaw Tun, Zhu Han, Choong Seon Hong, "Joint Resources and Phase-Shift Optimization of MEC-Enabled UAV in IRS-Assisted 6G THz Networks", IEEE/IFIP Network Operations and Management Symposium (NOMS) 2022, Budapet, Hungary. 

10. Sheikh Salman Hassan, Yan Kyaw Tun, Walid Saad, Zhu Han, Choong Seon Hong, "Blue Data Computation Maximization in 6G Space-Air-Sea Non-Terrestrial Networks", IEEE Global Communication Conference 2021, Madrid Spain. 

11.  Yan Kyaw Tun, Kitae Kim, Pyae Sone Aung, Madyan Alsenwi, Choong Seon Hong, "An Efficient Resource Sharing Model for Multi-UAV-Assisted Wireless Networks", IEEE Asia-Pacific Network Operations and Management Symposium (APNOMS), Sep. 2021, Tainan, Taiwan.

12.  Shashi Raj Pandey, Kitae Kim, Madyan Alsenwi, Yan Kyaw Tun, Choong Seon Hong, "A Crowd-enabled Task Execution Approach in UAV Networks Towards Fog Computing", IEEE International Conference on Big Data and Smart Computing (BigComp),  Jan. 2021, Jeju Island, Korea. 

13.  Nway Nway Ei, Seok Won Kang, Madyan Alsenwi, Yan Kyaw Tun, Choong Seon Hong, "Multi-UAV-Assisted MEC System: Joint Association and Resource Management Framework", IEEE International Conference on Information Networking  (ICOIN), Feb. 2021, Jeju Island, Korea.

14.  Yu Min Park, Yan Kyaw Tun, Choong Seon Hong, "Optimized Deployment of Multi-UAV based on Machine Learning in UAV-HST Networking", IEEE Asia-Pacific Network Operations and Management Symposium (APNOMS),  Daegu, Korea.

15.  Pyae Sone Aung, Yan Kyaw Tun, Nway Nway Ei, Choong Seon Hong, "Energy-Efficient Offloading and User Association in UAV-assisted Vehicular Ad Hoc Network", IEEE Asia-Pacific Network Operations and Management Symposium (APNOMS), Sep. 2020. 

16. Tra Huong Thi Le, Nguyen H Tran, Yan Kyaw Tun, Zhu Han, Choong Seon Hong, "Auction based incentive design for efficient federated learning in cellular wireless networks", IEEE Wireless Communications and Networking Conference (WCNC), May 2020, Soul, Korea.

17.  Tra Huong Thi Le, Nguyen H Tran, Yan Kyaw Tun, Oanh Tran Thi Kim, Kitae Kim, Choong Seon Hong, "Sharing Incentive Mechanism, Task Assignment and Resource Allocation for Task Offloading in Vehicular Mobile Edge Computing", IEEE/IFIP Network Operations and Management Symposium, April 2020, Budapest Hungary.

18. Shashi Raj Pandey, Nguyen Hoang Tran, Mehdi Bennis, Yan Kyaw Tun, Choong Seon Hong, "Incentivize to Build: A Crowdsourcing Framework for Federated Learning", IEEE Global Communications Conference (GLOBECOM), Hawaii, USA.

19. Madyan Alsenwi, Yan Kyaw Tun, Shashi Raj Pandey, Nway Nway Ei, Choong Seon Hong, "Uav-assisted multi-access edge computing system: An energy-efficient resource management framework", IEEE International Conference on Information Networking (ICOIN), 2020, Barcelona, Spain. 

20. Yan Kyaw Tun, Madyan Alsenwi, Shashi Rai Pandey, Chit Wutyee Zaw, Choong Seon Hong, "Energy efficient multi-tenant resource slicing in virtualized multi-access edge computing", IEEE Asia-Pacific Network Operations and Management Symposium (APNOMS), Sept. 2019, Matsue, Japan.

21.  Madyan Alsenwi, Yan Kyaw Tun, Shashi Raj Pandey, Choong Seon Hong, "A hopfield neural networks based mechanism for coexistence of lte-u and WiFi networks in unlicensed spectrum", IEEE Asia-Pacific Network Operations and Management Symposium (APNOMS), 2019, Matsue, Japan.

22.  Chit Wutyee Zaw, Nway Nway Ei, Han Yeo Reum Im, Yan Kyaw Tun, Choong Seon Hong, "Cost and latency tradeoff in mobile edge computing: A distributed game approach", IEEE International Conference on Big Data and Smart Computing (BigComp), Feb. 2019, Kyoto, Japan.     

23.  Shashi Raj Pandey, Madyan Alsenwi, Yan Kyaw Tun, Choong Seon Hong, "A downlink resource scheduling strategy for URLLC traffic", IEEE International Conference on Big Data and Smart Computing (BigComp), Feb. 2019, Kyoto, Japan.

24. Yan Kyaw Tun, Shashi Raj Pandey, Madyan Alsenwi, Chit Wutyee Zaw, Choong Seon Hong, "Weighted proportional allocation based power allocation in wireless network virtualization for future wireless networks", IEEE International Conference on Information Networking (ICOIN), 2019, Malaysia. 

25. Madyan Alsenwi, Shashi Raj Pandey, Yan Kyaw Tun, Ki Tae Kim, Choong Seon Hong, "A chance constrained based formulation for dynamic multiplexing of embb-urllc traffics in 5g new radio", IEEE International Conference on Information Networking (ICOIN), Jan. 2019, Malaysia.

26. Chit Wutyee Zaw, Yan Kyaw Tun, Choong Seon Hong, "User clustering based on correlation in 5G using semidefinite programming",  IEEE Asia-Pacific Network Operations and Management Symposium (APNOMS) , Sept. 2017, Seoul, Korea.

27. Yan Kyaw Tun, Chit Wutyee Zaw, Choong Seon Hong, "Downlink power allocation in virtualized wireless networks", IEEE Asia-Pacific Network Operations and Management Symposium (APNOMS) , Sept. 2017, Seoul, Korea.