Multi-agent and reinforcement learning based code offloading in mobile fog. - Md. Golam Rabiul Alam; Yan Kyaw Tun; Choong Seon Hong (ICOIN, 2016)

DownlinK power allocation in virtualized wireless networks. - Yan Kyaw Tun; Chit Wutyee Zaw; Choong Seon Hong (APNOMS, 2017)

User clustering based on correlation in 5G using semidefinite programming. - Chit Wutyee Zaw; Yan Kyaw Tun; Choong Seon Hong (APNOMS, 2017)

A Hopfield Neural Networks Based Mechanism for Coexistence of LTE-U and WiFi Networks in Unlicensed Spectrum. - Madyan Alsenwi; Yan Kyaw Tun; Shashi Raj Pandey; Choong Seon Hong (APNOMS, 2019)

Energy Efficient Multi-Tenant Resource Slicing in Virtualized Multi-Access Edge Computing. - Yan Kyaw Tun; Madyan Alsenwi; Shashi Raj Pandey; Chit Wutyee Zaw; Choong Seon Hong (APNOMS, 2019)

A Downlink Resource Scheduling Strategy for URLLC Traffic. - Shashi Raj Pandey; Madyan Alsenwi; Yan Kyaw Tun; Choong Seon Hong (BigComp, 2019)

Cost and Latency Tradeoff in Mobile Edge Computing: A Distributed Game Approach. - Chit Wutyee Zaw; Nway Nway Ei; Han Yeo Reum Im; Yan Kyaw Tun; Choong Seon Hong (BigComp, 2019)

Incentivize to Build: A Crowdsourcing Framework for Federated Learning. - Shashi Raj Pandey; Nguyen Hoang Tran; Mehdi Bennis; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (GLOBECOM, 2019)

A Chance Constrained Based Formulation for Dynamic Multiplexing of eMBB-URLLC Traffics in 5G New Radio. - Madyan Alsenwi; Shashi Raj Pandey; Yan Kyaw Tun; Ki Tae Kim 001; Choong Seon Hong (ICOIN, 2019)

Weighted Proportional Allocation Based Power Allocation in Wireless Network Virtualization for Future Wireless Networks. - Yan Kyaw Tun; Shashi Raj Pandey; Madyan Alsenwi; Chit Wutyee Zaw; Choong Seon Hong (ICOIN, 2019)

Towards Coexistence of Cellular and WiFi Networks in Unlicensed Spectrum: A Neural Networks Based Approach. - Madyan Alsenwi; Ibrar Yaqoob; Shashi Raj Pandey; Yan Kyaw Tun; Anupam Kumar Bairagi; Lok-Won Kim; Choong Seon Hong (IEEE Access, 2019)

A Deep Learning Model Generation Framework for Virtualized Multi-Access Edge Cache Management. - Kyi Thar; Thant Zin Oo; Yan Kyaw Tun; DoHyeon Kim; Ki Tae Kim 001; Choong Seon Hong (IEEE Access, 2019)

Wireless Network Slicing: Generalized Kelly Mechanism-Based Resource Allocation. - Yan Kyaw Tun; Nguyen Hoang Tran; Duy Trong Ngo; Shashi Raj Pandey; Zhu Han 001; Choong Seon Hong (IEEE J. Sel. Areas Commun., 2019)

Energy-Efficient Offloading and User Association in UAV-assisted Vehicular Ad Hoc Network. - Pyae Sone Aung; Yan Kyaw Tun; Nway Nway Ei; Choong Seon Hong (APNOMS, 2020)

Optimized Deployment of Multi-UAV based on Machine Learning in UAV-HST Networking. - Yu Min Park; Yan Kyaw Tun; Choong Seon Hong (APNOMS, 2020)

UAV-Assisted Multi-Access Edge Computing System: An Energy-Efficient Resource Management Framework. - Madyan Alsenwi; Yan Kyaw Tun; Shashi Raj Pandey; Nway Nway Ei; Choong Seon Hong (ICOIN, 2020)

Sharing Incentive Mechanism, Task Assignment and Resource Allocation for Task Offloading in Vehicular Mobile Edge Computing. - Tra Huong Thi Le; Nguyen Hoang Tran; Yan Kyaw Tun; Oanh Tran Thi Kim; Kitae Kim 001; Choong Seon Hong (NOMS, 2020)

Auction based Incentive Design for Efficient Federated Learning in Cellular Wireless Networks. - Tra Huong Thi Le; Nguyen Hoang Tran; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (WCNC, 2020)

Energy Efficient Communication and Computation Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond. - Yan Kyaw Tun; DoHyeon Kim; Madyan Alsenwi; Nguyen Hoang Tran; Zhu Han 001; Choong Seon Hong (IEEE Access, 2020)

Joint Radio Resource Allocation and Content Caching in Heterogeneous Virtualized Wireless Networks. - Yan Kyaw Tun; Anselme Ndikumana; Shashi Raj Pandey; Zhu Han 001; Choong Seon Hong (IEEE Access, 2020)

An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach. - Tra Huong Thi Le; Nguyen Hoang Tran; Yan Kyaw Tun; Minh N. H. Nguyen; Shashi Raj Pandey; Zhu Han 001; Choong Seon Hong (CoRR, 2020)

A Crowdsourcing Framework for On-Device Federated Learning. - Shashi Raj Pandey; Nguyen Hoang Tran; Mehdi Bennis; Yan Kyaw Tun; Aunas Manzoor; Choong Seon Hong (IEEE Trans. Wirel. Commun., 2020)

An Efficient Resource Sharing Model for Multi-UAV-Assisted Wireless Networks. - Yan Kyaw Tun; Kitae Kim 001; Pyae Sone Aung; Madyan Alsenwi; Choong Seon Hong (APNOMS, 2021)

A Crowd-enabled Task Execution Approach in UAV Networks Towards Fog Computing. - Shashi Raj Pandey; Kitae Kim 001; Madyan Alsenwi; Yan Kyaw Tun; Choong Seon Hong (BigComp, 2021)

Blue Data Computation Maximization in 6G Space-Air-Sea Non-Terrestrial Networks. - Sheikh Salman Hassan; Yan Kyaw Tun; Walid Saad; Zhu Han 001; Choong Seon Hong (GLOBECOM, 2021)

Multi-UAV-Assisted MEC System: Joint Association and Resource Management Framework. - Nway Nway Ei; Seok Won Kang; Madyan Alsenwi; Yan Kyaw Tun; Choong Seon Hong (ICOIN, 2021)

Trajectory Optimization and Phase-Shift Design in IRS Assisted UAV Network for High Speed Trains. - Yu Min Park; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (CoRR, 2021)

Energy-Efficient Resource Management in UAV-Assisted Mobile Edge Computing. - Yan Kyaw Tun; Yu Min Park; Nguyen Hoang Tran; Walid Saad; Shashi Raj Pandey; Choong Seon Hong (IEEE Commun. Lett., 2021)

An Incentive Mechanism for Federated Learning in Wireless Cellular Networks: An Auction Approach. - Tra Huong Thi Le; Nguyen Hoang Tran; Yan Kyaw Tun; Minh N. H. Nguyen; Shashi Raj Pandey; Zhu Han 001; Choong Seon Hong (IEEE Trans. Wirel. Commun., 2021)

Latency-Sensitive Service Delivery With UAV-Assisted 5G Networks. - Shashi Raj Pandey; Kitae Kim 001; Madyan Alsenwi; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (IEEE Wirel. Commun. Lett., 2021)

Energy-Efficiency Maximization of Multiple RISs-Enabled Communication Networks by Deep Reinforcement Learning. - Pyae Sone Aung; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (ICC, 2022)

3TO: THz-Enabled Throughput and Trajectory Optimization of UAVs in 6G Networks by Proximal Policy Optimization Deep Reinforcement Learning. - Sheikh Salman Hassan; Yu Min Park; Yan Kyaw Tun; Walid Saad; Zhu Han 001; Choong Seon Hong (ICC, 2022)

Joint Resources and Phase-Shift Optimization of MEC-Enabled UAV in IRS-Assisted 6G THz Networks. - Yu Min Park; Sheikh Salman Hassan; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (NOMS, 2022)

Joint Communication, Computation, and Control for Computational Task Offloading in Vehicle-Assisted Multi-Access Edge Computing. - Nguyen Dang Tri; Aunas Manzoor; Yan Kyaw Tun; S. M. Ahsan Kazmi; Rim Haw; Sang Hoon Hong; Zhu Han 001; Choong Seon Hong (IEEE Access, 2022)

Dependency Tasks Offloading and Communication Resource Allocation in Collaborative UAVs Networks: A Meta-Heuristic Approach. - Loc X. Nguyen; Yan Kyaw Tun; Nguyen Dang Tri; Yu Min Park; Zhu Han 001; Choong Seon Hong (CoRR, 2022)

Collaboration in the Sky: A Distributed Framework for Task Offloading and Resource Allocation in Multi-Access Edge Computing. - Yan Kyaw Tun; Nguyen Dang Tri; Kitae Kim 001; Madyan Alsenwi; Walid Saad; Choong Seon Hong (IEEE Internet Things J., 2022)

Energy-Efficient Resource Allocation in Multi-UAV-Assisted Two-Stage Edge Computing for Beyond 5G Networks. - Nway Nway Ei; Madyan Alsenwi; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (IEEE Trans. Intell. Transp. Syst., 2022)

Trajectory Optimization and Phase-Shift Design in IRS-Assisted UAV Network for Smart Railway. - Yu Min Park; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (IEEE Trans. Veh. Technol., 2022)

A Business Model for Resource Sharing in Cell-Free UAVs-Assisted Wireless Networks. - Yan Kyaw Tun; Yu Min Park; Tra Huong Thi Le; Zhu Han 001; Choong Seon Hong (IEEE Trans. Veh. Technol., 2022)

Intelligent EV Charging for Urban Prosumer Communities: An Auction and Multi-Agent Deep Reinforcement Learning Approach. - Luyao Zou; Md. Shirajum Munir; Yan Kyaw Tun; Seok Won Kang; Choong Seon Hong (IEEE Trans. Netw. Serv. Manag., 2022)

Sum-Rate Maximization in Integrated Space-Air-Ground Networks under Backhaul Capacity Constraints. - Yan Kyaw Tun; György Dán (GLOBECOM, 2023)

RIS-Assisted UAV-Enabled JSAC System: Joint Radio Resource and Phase Shift Optimization Framework. - Yan Kyaw Tun; György Dán (GLOBECOM (Workshops), 2023)

Deep Reinforcement Learning based Spectral Efficiency Maximization in STAR-RIS-Assisted Indoor Outdoor Communication. - Pyae Sone Aung; Loc X. Nguyen; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (NOMS, 2023)

Energy Efficient Leaderless Softwarized UAV Network: Joint Intelligent User Association and Resource Allocation Design. - Luyao Zou; Sheikh Salman Hassan; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (NOMS, 2023)

Min-max Decoding Error Probability Optimization in RIS-Aided Hybrid TDMA-NOMA Networks. - Tra Huong Thi Le; Yan Kyaw Tun (CoRR, 2023)

Training A Semantic Communication System with Federated Learning. - Loc X. Nguyen; Huy Q. Le; Ye Lin Tun 001; Pyae Sone Aung; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (CoRR, 2023)

Seamless and Energy-Efficient Maritime Coverage in Coordinated 6G Space-Air-Sea Non-Terrestrial Networks. - Sheikh Salman Hassan; DoHyeon Kim; Yan Kyaw Tun; Nguyen Hoang Tran; Walid Saad; Choong Seon Hong (IEEE Internet Things J., 2023)

When Hierarchical Federated Learning Meets Stochastic Game: Toward an Intelligent UAV Charging in Urban Prosumers. - Luyao Zou; Md. Shirajum Munir; Yan Kyaw Tun; Sheikh Salman Hassan; Pyae Sone Aung; Choong Seon Hong (IEEE Internet Things J., 2023)

Toward Multiple Federated Learning Services Resource Sharing in Mobile Edge Networks. - Minh N. H. Nguyen; Nguyen Hoang Tran; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (IEEE Trans. Mob. Comput., 2023)

Dependency Tasks Offloading and Communication Resource Allocation in Collaborative UAV Networks: A Metaheuristic Approach. - Loc X. Nguyen; Yan Kyaw Tun; Nguyen Dang Tri; Yu Min Park; Zhu Han 001; Choong Seon Hong (IEEE Internet Things J., 2023)

Deep Reinforcement Learning for Channel Estimation in RIS-Aided Wireless Networks. - Kitae Kim 001; Yan Kyaw Tun; Md. Shirajum Munir; Walid Saad; Choong Seon Hong (IEEE Commun. Lett., 2023)

A Contract-Theory-Based Incentive Mechanism for UAV-Enabled VR-Based Services in 5G and Beyond. - Nguyen Dang Tri; Aunas Manzoor; Yan Kyaw Tun; S. M. Ahsan Kazmi; Zhu Han 001; Choong Seon Hong (IEEE Internet Things J., 2023)

Ruin Theory for User Association and Energy Optimization in Multi-Access Edge Computing. - DoHyeon Kim; Aunas Manzoor; Madyan Alsenwi; Yan Kyaw Tun; Walid Saad; Choong Seon Hong (IEEE Trans. Veh. Technol., 2023)

Novel Aerial User Equipment Task Offloading Optimization in Integrated 6G Terrestrial and Non-Terrestrial Networks: A Deep Reinforcement Learning Approach. - Nway Nway Ei; Sheikh Salman Hassan; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (GLOBECOM, 2024)

Semantic Enabled 6G LEO Satellite Communication for Earth Observation: A Resource-Constrained Network Optimization. - Sheikh Salman Hassan; Loc X. Nguyen; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (GLOBECOM, 2024)

Pilot Optimization and Channel Estimation Scheme for Semantic Communication: A Framework for Edge Intelligence. - Kitae Kim 001; Yan Kyaw Tun; Md. Shirajum Munir; Walid Saad; Choong Seon Hong (NOMS, 2024)

Joint User Pairing and Beamforming Design of Multi-STAR-RISs-Aided NOMA in the Indoor Environment via Multi-Agent Reinforcement Learning. - Yu Min Park; Yan Kyaw Tun; Choong Seon Hong (NOMS, 2024)

Min-Max Decoding Error Probability Optimization in RIS-Aided Hybrid TDMA-NOMA Networks. - Tra Huong Thi Le; Yan Kyaw Tun; Ngo Thien Thu; Luong Vuong Nguyen; Eui-Nam Huh (IEEE Access, 2024)

Data Service Maximization in Integrated Terrestrial-Non-Terrestrial 6G Networks: A Deep Reinforcement Learning Approach. - Nway Nway Ei; Kitae Kim 001; Yan Kyaw Tun; Choong Seon Hong (CoRR, 2024)

Active STAR-RIS Empowered Edge System for Enhanced Energy Efficiency and Task Management. - Pyae Sone Aung; Kitae Kim 001; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (CoRR, 2024)

Semantic Communication Enabled 6G-NTN Framework: A Novel Denoising and Gateway Hop Integration Mechanism. - Loc X. Nguyen; Sheikh Salman Hassan; Yan Kyaw Tun; Kitae Kim 001; Zhu Han 001; Choong Seon Hong (CoRR, 2024)

Enhancing Spectrum Efficiency in 6G Satellite Networks: A GAIL-Powered Policy Learning via Asynchronous Federated Inverse Reinforcement Learning. - Sheikh Salman Hassan; Yu Min Park; Yan Kyaw Tun; Walid Saad; Zhu Han 001; Choong Seon Hong (CoRR, 2024)

A Dispersed Federated Learning Framework for 6G-Enabled Autonomous Driving Cars. - Latif U. Khan; Yan Kyaw Tun; Madyan Alsenwi; Muhammad Imran 001; Zhu Han 001; Choong Seon Hong (IEEE Trans. Netw. Sci. Eng., 2024)

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. - Yu Min Park; Sheikh Salman Hassan; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (IEEE Trans. Veh. Technol., 2024)

Collaborative Computing Services at Ground, Air, and Space: An Optimization Approach. - Yan Kyaw Tun; Ki Tae Kim 001; Luyao Zou; Zhu Han 001; György Dán; Choong Seon Hong (IEEE Trans. Veh. Technol., 2024)

Energy-Efficient Communication Networks via Multiple Aerial Reconfigurable Intelligent Surfaces: DRL and Optimization Approach. - Pyae Sone Aung; Yu Min Park; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (IEEE Trans. Veh. Technol., 2024)

Imbalance Cost-Aware Energy Scheduling for Prosumers Towards UAM Charging: A Matching and Multi-Agent DRL Approach. - Luyao Zou; Md. Shirajum Munir; Sheikh Salman Hassan; Yan Kyaw Tun; Loc X. Nguyen; Choong Seon Hong (IEEE Trans. Veh. Technol., 2024)

Deep Reinforcement Learning-Based Joint Spectrum Allocation and Configuration Design for STAR-RIS-Assisted V2X Communications. - Pyae Sone Aung; Loc X. Nguyen; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (IEEE Internet Things J., 2024)

SpaceRIS: LEO Satellite Coverage Maximization in 6G Sub-THz Networks by MAPPO DRL and Whale Optimization. - Sheikh Salman Hassan; Yu Min Park; Yan Kyaw Tun; Walid Saad; Zhu Han 001; Choong Seon Hong (IEEE J. Sel. Areas Commun., 2024)

Satellite-Based ITS Data Offloading & Computation in 6G Networks: A Cooperative Multi-Agent Proximal Policy Optimization DRL With Attention Approach. - Sheikh Salman Hassan; Yu Min Park; Yan Kyaw Tun; Walid Saad; Zhu Han 001; Choong Seon Hong (IEEE Trans. Mob. Comput., 2024)

Aerial STAR-RIS Empowered MEC: A DRL Approach for Energy Minimization. - Pyae Sone Aung; Loc X. Nguyen; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (IEEE Wirel. Commun. Lett., 2024)

Swin Transformer-Based Dynamic Semantic Communication for Multi-User With Different Computing Capacity. - Loc X. Nguyen; Ye Lin Tun 001; Yan Kyaw Tun; Minh N. H. Nguyen; Chaoning Zhang; Zhu Han 001; Choong Seon Hong (IEEE Trans. Veh. Technol., 2024)

An Efficient Federated Learning Framework for Training Semantic Communication Systems. - Loc X. Nguyen; Huy Q. Le; Ye Lin Tun 001; Pyae Sone Aung; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (IEEE Trans. Veh. Technol., 2024)

Data Service Maximization in Space-Air-Ground Integrated 6G Networks. - Nway Nway Ei; Kitae Kim 001; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (IEEE Commun. Lett., 2024)

Towards Satellite Non-IID Imagery: A Spectral Clustering-Assisted Federated Learning Approach. - Luyao Zou; Yu Min Park; Chu Myaet Thwal; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (NOMS, 2025)

Resource Allocation Under Uncertainty in LEO Satellite Constellation Networks. - Madyan Alsenwi; Eva Lagunas; Jorge Querol; Yan Kyaw Tun; Symeon Chatzinotas (WCNC, 2025)

Optimizing Multi-User Semantic Communication via Transfer Learning and Knowledge Distillation. - Loc X. Nguyen; Kitae Kim 001; Ye Lin Tun 001; Sheikh Salman Hassan; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (IEEE Commun. Lett., 2025)

Joint Beamforming and Trajectory Optimization for Multi-UAV-Assisted Integrated Sensing and Communication Systems. - Yan Kyaw Tun; Nway Nway Ei; Sheikh Salman Hassan; Cedomir Stefanovic; Nguyen Van Huynh; Madyan Alsenwi; Choong Seon Hong (CoRR, 2025)

Resource-Efficient Beam Prediction in mmWave Communications with Multimodal Realistic Simulation Framework. - Yu Min Park; Yan Kyaw Tun; Walid Saad; Choong Seon Hong (CoRR, 2025)

SemSpaceFL: A Collaborative Hierarchical Federated Learning Framework for Semantic Communication in 6G LEO Satellites. - Loc X. Nguyen; Sheikh Salman Hassan; Yu Min Park; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (CoRR, 2025)

Joint UAV Deployment and Resource Allocation in THz-Assisted MEC-Enabled Integrated Space-Air-Ground Networks. - Yan Kyaw Tun; György Dán; Yu Min Park; Choong Seon Hong (IEEE Trans. Mob. Comput., 2025)

Design Optimization of NOMA Aided Multi-STAR-RIS for Indoor Environments: A Convex Approximation Imitated Reinforcement Learning Approach. - Yu Min Park; Sheikh Salman Hassan; Yan Kyaw Tun; Eui-Nam Huh; Walid Saad; Choong Seon Hong (IEEE Trans. Mob. Comput., 2025)