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- 2026
[j11]Loc X. Nguyen
, Avi Deb Raha, Pyae Sone Aung, Dusit Niyato, Zhu Han, Choong Seon Hong:
A Contemporary Survey on Semantic Communications: Theory of Mind, Generative AI, and Deep Joint Source-Channel Coding. IEEE Commun. Surv. Tutorials 28: 2377-2417 (2026)- [j10]Yu Qiao, Phuong-Nam Tran, Ji Su Yoon, Loc X. Nguyen, Eui-Nam Huh, Dusit Tao Niyato, Choong Seon Hong:
DeepSeek-Inspired Exploration of RL-Based LLMs and Synergy with Wireless Networks: A Survey. ACM Comput. Surv. 58(7): 167:1-167:37 (2026) - [j9]Loc X. Nguyen, Sheikh Salman Hassan, Yu Min Park, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
SemSpaceFL: A Collaborative Hierarchical Federated Learning Framework for Semantic Communication in 6G LEO Satellites. IEEE Trans. Commun. 74: 1269-1286 (2026) - [c9]Trung Thanh Pham, Loc X. Nguyen, Phuong-Nam Tran, Eui-Nam Huh, Choong Seon Hong:
Hybrid Variational Quantum Circuit for Satellite Image Classification. ICOIN 2026: 776-781 - [c8]Sheikh Salman Hassan, Loc X. Nguyen, Umer Majeed, Zhu Han, Choong Seon Hong, Tharmalingam Ratnarajah:
Denoising-Enabled Semantic Communication for Robust Earth Observation in 6G Satellite Networks: A Swin Transformer Approach. WCNC 2026: 1-6 - [i17]Loc X. Nguyen, Ji Su Yoon, Huy Q. Le, Yu Qiao, Avi Deb Raha, Eui-Nam Huh, Nguyen H. Tran, Zhu Han, Choong Seon Hong:
Agentic AI as a Network Control-Plane Intelligence Layer for Federated Learning over 6G. CoRR abs/2603.09141 (2026) - [i16]Huy Q. Le, Loc X. Nguyen, Yu Qiao, Seong Tae Kim, Eui-Nam Huh, Choong Seon Hong:
FedDAP: Domain-Aware Prototype Learning for Federated Learning under Domain Shift. CoRR abs/2604.06795 (2026) - [i15]Loc X. Nguyen, Phuong-Nam Tran, Trung Thanh Pham, Avi Deb Raha, Eui-Nam Huh, Zhu Han, Choong Seon Hong:
Anchor-Aided Multi-User Semantic Communication with Adaptive Decoders. CoRR abs/2604.19808 (2026) - [i14]Loc X. Nguyen, Avi Deb Raha, Huy Q. Le, Zhu Han, Eui-Nam Huh, Choong Seon Hong:
A Comprehensive Survey on Semantic Communication in Non-Terrestrial Networks: Architectures, Methodologies, and Challenges. CoRR abs/2606.05216 (2026) - 2025
- [j8]Loc X. Nguyen, Kitae Kim, Ye Lin Tun, Sheikh Salman Hassan, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Optimizing Multi-User Semantic Communication via Transfer Learning and Knowledge Distillation. IEEE Commun. Lett. 29(1): 90-94 (2025) - [j7]Loc X. Nguyen, Sheikh Salman Hassan, Yan Kyaw Tun, Kitae Kim, Zhu Han, Choong Seon Hong:
Semantic Communication Enabled 6G-NTN Framework: A Novel Denoising and Gateway Hop Integration Mechanism. IEEE Trans. Wirel. Commun. 24(12): 10149-10165 (2025) - [i13]Loc X. Nguyen, Avi Deb Raha, Pyae Sone Aung, Dusit Niyato, Zhu Han, Choong Seon Hong:
A Contemporary Survey on Semantic Communications:Theory of Mind, Generative AI, and Deep Joint Source-Channel Coding. CoRR abs/2502.16468 (2025) - [i12]Yu Qiao, Phuong-Nam Tran, Ji Su Yoon, Loc X. Nguyen, Choong Seon Hong:
DeepSeek-Inspired Exploration of RL-based LLMs and Synergy with Wireless Networks: A Survey. CoRR abs/2503.09956 (2025) - [i11]Loc X. Nguyen, Sheikh Salman Hassan, Yu Min Park, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
SemSpaceFL: A Collaborative Hierarchical Federated Learning Framework for Semantic Communication in 6G LEO Satellites. CoRR abs/2505.00966 (2025) - [i10]Yu Qiao, Huy Q. Le, Avi Deb Raha, Phuong-Nam Tran, Apurba Adhikary, Mengchun Zhang, Loc X. Nguyen, Eui-Nam Huh, Dusit Niyato, Choong Seon Hong:
Towards Artificial General or Personalized Intelligence? A Survey on Foundation Models for Personalized Federated Intelligence. CoRR abs/2505.06907 (2025) - [i9]Loc X. Nguyen, Ji Su Yoon, Huy Q. Le, Yu Qiao, Avi Deb Raha, Eui-Nam Huh, Walid Saad, Dusit Niyato, Zhu Han, Choong Seon Hong:
Cross-Domain Federated Semantic Communication with Global Representation Alignment and Domain-Aware Aggregation. CoRR abs/2512.00711 (2025) - 2024
- [j6]Pyae Sone Aung, Loc X. Nguyen, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Deep Reinforcement Learning-Based Joint Spectrum Allocation and Configuration Design for STAR-RIS-Assisted V2X Communications. IEEE Internet Things J. 11(7): 11298-11311 (2024) - [j5]Luyao Zou, Md. Shirajum Munir, Sheikh Salman Hassan, Yan Kyaw Tun, Loc X. Nguyen, Choong Seon Hong:
Imbalance Cost-Aware Energy Scheduling for Prosumers Towards UAM Charging: A Matching and Multi-Agent DRL Approach. IEEE Trans. Veh. Technol. 73(3): 3404-3420 (2024) - [j4]Loc X. Nguyen, Ye Lin Tun, Yan Kyaw Tun, Minh N. H. Nguyen, Chaoning Zhang, Zhu Han, Choong Seon Hong:
Swin Transformer-Based Dynamic Semantic Communication for Multi-User With Different Computing Capacity. IEEE Trans. Veh. Technol. 73(6): 8957-8972 (2024) - [j3]Loc X. Nguyen, Huy Q. Le, Ye Lin Tun, Pyae Sone Aung, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
An Efficient Federated Learning Framework for Training Semantic Communication Systems. IEEE Trans. Veh. Technol. 73(10): 15872-15877 (2024) - [j2]Pyae Sone Aung, Loc X. Nguyen, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Aerial STAR-RIS Empowered MEC: A DRL Approach for Energy Minimization. IEEE Wirel. Commun. Lett. 13(5): 1409-1413 (2024) - [c7]Sheikh Salman Hassan, Loc X. Nguyen, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Semantic Enabled 6G LEO Satellite Communication for Earth Observation: A Resource-Constrained Network Optimization. GLOBECOM 2024: 4472-4478 - [i8]Loc X. Nguyen, Kitae Kim, Ye Lin Tun, Sheikh Salman Hassan, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Optimizing Multi-User Semantic Communication via Transfer Learning and Knowledge Distillation. CoRR abs/2406.03773 (2024) - [i7]Sheikh Salman Hassan, Loc X. Nguyen, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Semantic Enabled 6G LEO Satellite Communication for Earth Observation: A Resource-Constrained Network Optimization. CoRR abs/2408.03959 (2024) - [i6]Loc X. Nguyen, Sheikh Salman Hassan, Yan Kyaw Tun, Kitae Kim, Zhu Han, Choong Seon Hong:
Semantic Communication Enabled 6G-NTN Framework: A Novel Denoising and Gateway Hop Integration Mechanism. CoRR abs/2409.14726 (2024) - 2023
- [j1]Loc X. Nguyen, Yan Kyaw Tun, Nguyen Dang Tri, Yu Min Park, Zhu Han, Choong Seon Hong:
Dependency Tasks Offloading and Communication Resource Allocation in Collaborative UAV Networks: A Metaheuristic Approach. IEEE Internet Things J. 10(10): 9062-9076 (2023) - [c6]Huy Q. Le, Yu Qiao, Loc X. Nguyen, Luyao Zou, Choong Seon Hong:
Federated Multimodal Learning for IoT Applications: A Contrastive Learning Approach. APNOMS 2023: 201-206 - [c5]Loc X. Nguyen, Pyae Sone Aung, Huy Q. Le, Seong-Bae Park, Choong Seon Hong:
A New Chapter for Medical Image Generation: The Stable Diffusion Method. ICOIN 2023: 483-486 - [c4]Huy Q. Le, Loc X. Nguyen, Seong-Bae Park, Choong Seon Hong:
Layer-wise Knowledge Distillation for Cross-Device Federated Learning. ICOIN 2023: 526-529 - [c3]Nguyen Dang Tri, Loc X. Nguyen, Huy Q. Le, KiTae Kim, S. M. Ahsan Kazmi, Seong-Bae Park, Eui-Nam Huh, Choong Seon Hong:
Semantic Communication for AR-based Services in 5G and Beyond. ICOIN 2023: 549-553 - [c2]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. NOMS 2023: 1-6 - [i5]Loc X. Nguyen, Ye Lin Tun, Yan Kyaw Tun, Minh N. H. Nguyen, Chaoning Zhang, Zhu Han, Choong Seon Hong:
Swin Transformer-Based Dynamic Semantic Communication for Multi-User with Different Computing Capacity. CoRR abs/2307.03402 (2023) - [i4]Pyae Sone Aung, Loc X. Nguyen, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Deep Reinforcement Learning based Joint Spectrum Allocation and Configuration Design for STAR-RIS-Assisted V2X Communications. CoRR abs/2308.08279 (2023) - [i3]Loc X. Nguyen, Huy Q. Le, Ye Lin Tun, Pyae Sone Aung, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Training A Semantic Communication System with Federated Learning. CoRR abs/2310.13236 (2023) - [i2]Pyae Sone Aung, Loc X. Nguyen, Yan Kyaw Tun, Zhu Han, Choong Seon Hong:
Aerial STAR-RIS Empowered MEC: A DRL Approach for Energy Minimization. CoRR abs/2312.08714 (2023) - 2022
- [c1]Loc X. Nguyen, Luyao Zou, Huy Q. Le, Choong Seon Hong:
An Encouraging Design for Data Owners to Join Multiple Co-existing Federated Learning. APNOMS 2022: 1-4 - [i1]Loc X. Nguyen, Yan Kyaw Tun, Nguyen Dang Tri, Yu Min Park, Zhu Han, Choong Seon Hong:
Dependency Tasks Offloading and Communication Resource Allocation in Collaborative UAVs Networks: A Meta-Heuristic Approach. CoRR abs/2208.07536 (2022)
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