Multi-UAVs Collaboration System based on Machine Learning for Throughput Maximization. - Yu Min Park; Minkyung Lee; Choong Seon Hong (APNOMS, 2019)

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

Machine Learning Based Edge-Assisted UAV Computation Offloading for Data Analyzing. - Kitae Kim 001; Yu Min Park; Choong Seon Hong (ICOIN, 2020)

On-Demand MEC Empowered UAV Deployment for 6G Time-Sensitive Maritime Internet of Things. - Sheikh Salman Hassan; Yu Min Park; Choong Seon Hong (APNOMS, 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)

Maximizing Throughput of Aerial Base Stations via Resources-based Multi-Agent Proximal Policy Optimization: A Deep Reinforcement Learning Approach. - Yu Min Park; Sheikh Salman Hassan; Choong Seon Hong (APNOMS, 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)

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)

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)

Latency Minimization in Terrestrial-Non-Terrestrial Integrated Network: Joint Association and Bandwidth Allocation Framework. - Nway Nway Ei; Kitae Kim 001; Yu Min Park; Choong Seon Hong (APNOMS, 2023)

Federated Learning with Intermediate Representation Regularization. - Ye Lin Tun 001; Chu Myaet Thwal; Yu Min Park; Seong-Bae Park; Choong Seon Hong (BigComp, 2023)

Seamless and Efficient Resources Allocation in 6G Satellite Networks Servicing Remote User Equipments. - Sheikh Salman Hassan; Yu Min Park; Kitae Kim 001; Sang Hoon Hong; Choong Seon Hong (ICOIN, 2023)

Trajectory Optimization of Multiple Urban Air Mobility for Reliable Communications with Integrated Space-Air-Ground Network. - Yu Min Park; Kitae Kim 001; Seong-Bae Park; Choong Seon Hong (ICOIN, 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)

A Power Allocation Framework for Holographic MIMO-Aided Energy-Efficient Cell-Free Networks. - Apurba Adhikary; Avi Deb Raha; Yu Qiao 004; Yu Min Park; Zhu Han 001; Choong Seon Hong (ICC, 2024)

Dynamic Resource Allocation for Streaming Services using Deep Reinforcement Learning: User-Centric Approach to Mobile Usage. - Ha Eun Song; Yu Min Park; Choong Seon Hong (ICOIN, 2024)

Energy-Efficient Trajectory and Age of Information Optimization for Urban Air Mobility. - Hyeonsu Kim; Yu Min Park; Pyae Sone Aung; Md. Shirajum Munir; 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)

Towards Ultra-Reliable 6G: Semantics Empowered Robust Beamforming for Millimeter-Wave Networks. - Avi Deb Raha; Apurba Adhikary; Mrityunjoy Gain; Yu Min Park; Choong Seon Hong (NOMS, 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)

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)

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)

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)

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-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)

DD-JSCC: Dynamic Deep Joint Source-Channel Coding for Semantic Communications. - Avi Deb Raha; Apurba Adhikary; Mrityunjoy Gain; Yu Min Park; Walid Saad; Choong Seon Hong (CoRR, 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)