| |
2025 |
Minh-Duong Nguyen, Quang Vinh Do, Zhaohui Yang, Won-Joo Hwang, Quoc-Viet Pham |
Distortion Resilience for Goal-Oriented Semantic Communication IEEE Transactions on Mobile Computing, 24(5), pp3489-3501. DOI: https://doi.org/10.1109/TMC.2024.3456856 |
| |
2025 |
Mai Le, Thien Huynh-The, Tan Do-Duy, Thai-Hoc Vu, Won-Joo Hwang, Quoc-Viet Pham |
Applications of Distributed Machine Learning for the Internet-of-Things: A Comprehensive Survey IEEE Communications Surveys & Tutorials, 27(2), pp1053-1100. DOI: https://doi.org/10.1109/COMST.2024.3427324 |
| |
2025 |
Mai Le, Quoc-Viet Pham, Barry O¿Sullivan, Hoang D. Nguyen |
Sum Rate Maximization in Downlink HAP-RSMA-based THz Systems: A Generative Diffusion Model enabled RL Approach IEEE Global Communications Conference (GLOBECOM) |
| |
2025 |
Nguyen Cong Luong, Thien Huynh-The, Thai-Hoc Vu, Duc Van Le, Huy T. Nguyen, Nguyen Duc Hai, Gia-Vuong Nguyen, Nguyen Duc Duy ... |
Advanced Learning Algorithms for Integrated Sensing and Communication (ISAC) Systems in 6G and Beyond: A Comprehensive Survey IEEE Communications Surveys & Tutorials. DOI: https://doi.org/10.1109/COMST.2025.3584333 |
| |
2025 |
Ons Aouedi, Thai-Hoc Vu, Alessio Sacco, Dinh C. Nguyen, Kandaraj Piamrat, Guido Marchetto, Quoc-Viet Pham |
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions IEEE Communications Surveys & Tutorials, 27(2), pp1238-1292. DOI: https://doi.org/10.1109/COMST.2024.3430368 |
| |
2025 |
MohammadHossein Alishahi, Paul Fortier, Ming Zeng, Quoc-Viet Pham, Thien Huynh-The |
Total Computational bits Maximization for STAR-RIS aided Wireless Power Transfer Mobile Edge Computing Networks: TDMA or NOMA? IEEE Transactions on Vehicular Technology, 12(7), pp8508-8522. DOI: https://doi.org/10.1109/TVT.2024.3481462 |
| |
2025 |
Quang Vinh Do, Quoc-Viet Pham, Zhaohui Yang, Won-Joo Hwang |
Learning-Based QoE Optimization for Green Edge Computing Networks with Aerial Servers IEEE Transactions on Green Communications and Networking, 9(3), pp1326-1339. DOI: https://doi.org/10.1109/TGCN.2024.3480274 |
| |
2025 |
Bolun Zhang, Nguyen Van Huynh, Dinh Thai Hoang, Diep N. Nguyen, Quoc-Viet Pham |
DDPG-E2E: A Novel Policy Gradient Approach for End-to-End Communication Systems IEEE Transactions on Cognitive Communications and Networking, 11(13), pp1738-1751. DOI: https://doi.org/10.1109/TCCN.2024.3485648 |
| |
2025 |
Thien Huynh-The, Gia-Vuong Nguyen, Thai-Hoc Vu, Daniel Benevides da Costa, Quoc-Viet Pham |
SRNet: Deep Semantic Segmentation Network for Spectrum Sensing in Wireless Communications IEEE Wireless Communications Letters, 14(2), pp355-359. DOI: https://doi.org/10.1109/LWC.2024.3502003 |
| |
2025 |
MohammadHossein Alishahi, Paul Fortier, Ming Zeng, Thien Huynh-The, Xingwang Li, Quoc-Viet Pham |
Latency Minimization for STAR-RIS aided Federated Learning Networks With Wireless Power Transfer IEEE Internet of Things Journal, 12(7), pp8508-8522. DOI: https://doi.org/10.1109/JIOT.2024.3502222 |
| |
2025 |
Trong-Binh Nguyen, Minh-Duong Nguyen, Jinsun Park, Won Joo Hwang, and Quoc-Viet Pham |
Federated Domain Generalization with Data-free On-server Matching Gradient International Conference on Learning Representations (ICLR) |
| |
2025 |
Bui Duc Manh, Chi-Hieu Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Ming Zeng, Quoc-Viet Pham |
Privacy-Preserving Cyberattack Detection in Blockchain-Based IoT Systems Using AI and Homomorphic Encryption IEEE Internet of Things Journal, 12(11), pp16478-16492. DOI: https://doi.org/10.1109/JIOT.2025.3535792 |
| |
2025 |
Thai-Hoc Vu, Daniel Benevides Da Costa, Sunghwan Kim, Quoc-Viet Pham |
Outage, Capacity, and Error Performance of Downlink RSMA-based Systems: Analysis and Resource Optimization IEEE Transactions on Communications, 73(8), pp6868-6883. DOI: https://doi.org/10.1109/TCOMM.2025.3538831 |
| |
2025 |
Seon-Geun Jeong, Pham Dang Anh Duc, Quang Vinh Do, Dae-Il Noh, Nguyen Xuan Tung, Trinh Van Chien, Quoc-Viet Pham, Mikio Haseg... |
Quantum Annealing-Based Sum Rate Maximization for Multi-UAV-Aided Wireless Networks IEEE Internet of Things Journal, 12(12), pp21225-21239. DOI: https://doi.org/10.1109/JIOT.2025.3546645 |
| |
2025 |
Huu-Tai Nguyen, Hai-Trang Phuoc Dang, Quoc-Viet Pham, Thien Huynh-The |
Resolution-Preserving Multi-Scale Network for 5G-LTE Spectrogram-Based Spectrum Sensing IEEE Wireless Communications Letters, 14(6), pp1673-1677. DOI: https://doi.org/10.1109/LWC.2025.3552193 |
| |
2025 |
Linh T. Nguyen, Quoc-Viet Pham |
A Critical Learning Period-Aware Incentive Mechanism for Federated Learning IEEE 101st Vehicular Technology Conference: VTC2025-Spring |
| |
2025 |
Van-Tuan Tran, Le Huy Khiem, Quoc-Viet Pham |
Revisiting Sparse Mixture of Experts for Resource-adaptive Federated Fine-tuning Foundation Models ICLR Workshop on Modularity for Collaborative, Decentralized, and Continual Deep Learning (MCDC @ ICLR) |
| |
2025 |
Jiahui Zhao, Ming Chen, Zhaohui Yang, Quoc-Viet Pham |
Sustainable Federated Learning with Mobile Crowdsensing: A DRL Approach for Learning Efficiency Maximization IEEE International Conference on Communications (ICC) |
| |
2025 |
Mengyan Huang, Fengkui Gong, Jiahui Zhao, Zhisheng Yin, Xingwang Li, Quoc-Viet Pham |
Secure Precoding Design for RSMA Transmission in HAP-Assisted Non-Terrestrial Networks IEEE Transactions on Vehicular Technology. DOI: https://doi.org/10.1109/TVT.2025.3560638 |
| |
2025 |
Duong Minh Nguyen, Le-Tuan Nguyen, Quoc-Viet Pham |
Spatio-Temporal Gradient Matching for Federated Continual Learning International Conference on Machine Learning (ICML) workshop on Collaborative and Federated Agentic Workflows (CFAgentic @ ICML) |
| |
2025 |
Jiahui Zhao, Ming Chen, Zhaohui Yang, Yijin Pan, Dusit Niyato, Quoc-Viet Pham |
Resource Allocation for Semantic-Aware Wireless Communication Networks with Imperfect CSI IEEE Transactions on Wireless Communications. DOI: https://doi.org/10.1109/TWC.2025.3575444 |
| |
2025 |
Van-Tuan Tran, Hong-Hanh Nguyen-Le, Quoc-Viet Pham |
ToFU: Transforming How Federated Learning Systems Forget User Data European Conference on Artificial Intelligence (ECAI) |
| |
2025 |
Minh Ngoc Luu, Minh-Duong Nguyen, Ebrahim Bedeer, Van Duc Nguyen, Dinh Thai Hoang, Diep N. Nguyen, Quoc-Viet Pham |
Energy-Efficient and Real-Time Sensing for Federated Continual Learning via Sample-Driven Control IEEE Transactions on Mobile Computing. DOI: http://dx.doi.org/10.1109/TMC.2025.3597713 |
| |
2025 |
Khoi Do, Duong Nguyen, Nam-Khanh Le, Quoc-Viet Pham, Binh-Son Hua, Won-Joo Hwang |
Domain Generalization via Pareto Optimal Gradient Matching European Conference on Artificial Intelligence (ECAI) |
| |
2025 |
Thien Huynh-The, Phuc-Thinh Huynh, and Quoc-Viet Pham |
Spec-YOLO: An Efficient Deep Network for Spectrogram-Based Signals Identification IEEE Wireless Communications Letters. DOI: http://dx.doi.org/10.1109/LWC.2025.3598052 |
| |
2025 |
Saeid Pakravan, Mohsen Ahmadzadeh, Ming Zeng, Zhaohui Yang, Ghosheh Abed Hodtani, Jean-Yves Chouinard, Quoc-Viet Pham |
Fluid Antenna-Assisted Uplink NOMA Networks under Imperfect SIC IEEE Transactions on Vehicular Technology. DOI: http://dx.doi.org/10.1109/TVT.2025.3594998 |
| |
2025 |
Linh Thanh Nguyen, Quoc-Viet Pham |
A Coopetitive-Compatible Data Generation Framework for Cross-silo Federated Learning IEEE Global Communications Conference (GLOBECOM) |
| |
2025 |
Nguyen Van Huynh, Thien Huynh-The, Quoc-Viet Pham |
Future AI-empowered Communications Systems Generative AI for Communications Systems: Fundamentals, Applications, and Prospects |
| |
2025 |
MohammadHossein Alishahi, Ming Zeng, Paul Fortier, Omer Waqar, Muhammad Hanif, Dinh Thai Hoang, Diep N. Nguyen, Quoc-Viet Pham |
Efficient STAR-RIS Mode for Energy Minimization in WPT-FL Networks with NOMA IEEE Transactions on Communications. DOI: https://doi.org/10.1109/TCOMM.2025.3606641 |
| |
2024 |
Prabadevi Boopathy, Natarajan Deepa, Praveen Kumar Reddy Maddikunta, Nancy Victor, Thippa Reddy Gadekallu, Gokul Yenduri, Wei... |
The Metaverse for Industry 5.0 in NextG Communications: Potential Applications and Future Challenges IEEE Open Journal of the Computer Society. DOI: https://doi.org/10.1109/OJCS.2024.3497335 |
| |
2024 |
Mai Le, Dinh Thai Hoang, Diep N. Nguyen, Won-Joo Hwang, Quoc-Viet Pham |
Wirelessly Powered Federated Learning Networks: Joint Power Transfer, Data Sensing, Model Training, and Resource Allocation IEEE Internet of Things Journal, 11(21), pp34093-34107. DOI: http://dx.doi.org/10.1109/JIOT.2023.3324151 |
| |
2024 |
Thai-Hoc Vu, Quoc-Viet Pham, and Sunghwan Kim |
THz-based Rate-Splitting Multiple-Access (RSMA): Is It Always Better Than NOMA? IEEE Transactions on Vehicular Technology, 73(3), pp4435-4440. DOI: https://doi.org/10.1109/TVT.2023.3325244 |
| |
2024 |
Thien-Thanh Dao, Dae-Il Noh, Quoc-Viet Pham, Mikio Hasegawa, Hiroo Sekiya, Won-Joo Hwang |
VT-MCNet: High-Accuracy Automatic Modulation Classification Model based on Vision Transformer IEEE Communications Letters, 28(1), pp98-102. DOI: https://doi.org/10.1109/LCOMM.2023.3336985 |
| |
2024 |
Nguyen Cong Luong, Thien Huynh-The, Van-Dinh Nguyen, Derrick Wing Kwan Ng, Symeon Chatzinotas, Dusit Niyato, Quoc-Viet Pham |
Incentive Mechanism and Semantic Communication for Edge Computing-assisted Metaverse IEEE Network, 38(3), pp277-284. DOI: https://doi.org/10.1109/MNET.2023.3334285 |
| |
2024 |
MohammadHossein Alishahi, Paul Fortier, Ming Zeng, Quoc-Viet Pham, Xingwang Li |
Energy Minimization for IRS-Aided Wireless Powered Federated Learning Networks With NOMA IEEE Internet of Things Journal, 11(9), pp16339-16350. DOI: https://doi.org/10.1109/JIOT.2024.3354453 |
| |
2024 |
Yahao Ding, Zhaohui Yang, Quoc-Viet Pham, Ye Hu, Zhaoyang Zhang, Mohammad Shikh-Bahaei |
Distributed Machine Learning for UAV Swarms: Computing, Sensing, and Semantics IEEE Internet of Things Journal, 11(5), pp7447-7473. DOI: https://doi.org/10.1109/JIOT.2023.3341307 |
| |
2024 |
Luan N. T. Huynh, Md. Delowar Hossain, Quoc-Viet Pham, Yan Kyaw Tun, Eui-Nam Huh |
A Block-structured Optimization Approach for Data Sensing and Computing in Vehicle-assisted Edge Computing Networks IEEE Sensors Journal, 24(1), pp952-961. DOI: https://doi.org/10.1109/JSEN.2023.3332230 |
| |
2024 |
Mengyan Huang, Fengkui Gong, Guo Li, Nan Zhang, Quoc-Viet Pham |
Secure Precoding for Satellite NOMA-Aided Integrated Sensing and Communication IEEE Internet of Things Journal, 11(18), pp29533-29545. DOI: https://doi.org/10.1109/JIOT.2024.3370831 |
| |
2024 |
Prabadevi Boopathy, Madhusanka Liyanage, Natarajan Deepa, Mounik Velavali, Shivani Reddy, Praveen Kumar Reddy Maddikunta, Nee... |
Deep learning for intelligent demand response and smart grids: A comprehensive survey Computer Science Review, 51, pp100617. DOI: https://doi.org/10.1016/j.cosrev.2024.100617 |
| |
2024 |
Mai Le, Quang Vinh Do, Zhu Han, and Won-Joo Hwang, Quoc-Viet Pham |
Resource Allocation in THz-NOMA-Enabled HAP Systems: A Deep Reinforcement Learning Approach IEEE Transactions on Consumer Electronics. DOI: https://doi.org/10.1109/TCE.2024.3420718 |
| |
2024 |
Thien Huynh-The, Nguyen Cong Luong, Hoc Phan, Daniel Benevides da Costa, Quoc-Viet Pham |
Improved Waveform Classification for Integrated Radar-Communication 6G Systems via Convolutional Neural Networks IEEE Transactions on Vehicular Technology, 73(9), pp13921-13925. DOI: https://doi.org/10.1109/TVT.2024.3384918 |
| |
2024 |
Zhouxiang Zhao, Zhaohui Yang, Xu Gan, Quoc-Viet Pham, Chongwen Huang, Wei Xu, Zhaoyang Zhang |
A joint communication and computation design for semantic wireless communication with probability graph Journal of the Franklin Institute, pp107055. DOI: https://doi.org/10.1016/j.jfranklin.2024.107055 |
| |
2024 |
Dinh C. Nguyen, Quoc-Viet Pham, Seyyedali Hosseinalipour, Zehui Xiong, Tuan M. Hoang Trong, Yonina Eldar |
Guest Editorial: Federated Learning for Industrial Internet of Things IEEE Internet of Things Magazine, 7(5), pp12-13. DOI: https://doi.org/10.1109/MIOT.2024.10644030 |
| |
2024 |
Minh Ngoc Luu, Minh-Duong Nguyen, Van Duc Nguyen, Quoc-Viet Pham |
Empowering Federated Learning with DDPG for Energy Efficiency in Communication Networks IEEE International Conference on Communications and Electronics (ICCE), pp607-612. DOI: https://doi.org/10.1109/ICCE62051.2024.10634708 |
| |
2024 |
Thai-Hoc Vu, Quoc-Viet Pham, Tien-Tung Nguyen, Daniel Benevides da Costa, Sunghwan Kim |
Enhancing RIS-Aided Two-Way Full-Duplex Communication with Non-Orthogonal Multiple Access IEEE Transactions on Vehicular Technology, 11(1), pp19963-19977. DOI: https://doi.org/10.1109/JIOT.2024.3368224 |
| |
2024 |
Vu, Thai-Hoc, Jagatheesaperumal, Senthil Kumar, Nguyen, Minh-Duong, Huynh, Nguyen Van, Kim, Sunghwan, Pham, Quoc-Viet |
Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey IEEE Internet of Things Journal. DOI: https://doi.org/10.1109/JIOT.2024.3487627 |
| |
2024 |
Khoi Do, Minh-Duong Nguyen, Nguyen Tien Hoa, Long Tran-Thanh, Nguyen H. Tran, Quoc-Viet Pham |
Revisiting LARS for Large Batch Training Generalization of Neural Networks IEEE Transactions on Artificial Intelligence. DOI: https://doi.org/10.1109/TAI.2024.3523252 |
| |
2023 |
Yuris Mulya Saputra, Diep N. Nguyen, Hoang Thai Dinh, Quoc-Viet Pham, Eryk Dutkiewicz, Won-Joo Hwang |
Federated Learning Framework with Straggling Mitigation and Privacy-Awareness for AI-based Mobile Application Services IEEE Transactions on Mobile Computing, 22(9), pp5296-5312. DOI: http://dx.doi.org/10.1109/TMC.2022.3178949 |
| |
2023 |
Quoc-Viet Pham, Ming Zeng, Octavia A. Dobre, Zhiguo Ding, Lingyang Song |
Guest Editorial Special Issue on Aerial Computing for the Internet of Things (IoT) IEEE Internet of Things Journal, 10(7), pp5623-5625. DOI: http://dx.doi.org/10.1109/JIOT.2023.3248970 |
| |
2023 |
Nam H. Chu, Diep N. Nguyen, Dinh Thai Hoang, Quoc-Viet Pham, Khoa T. Phan, Won-Joo Hwang, Eryk Dutkiewicz |
AI-enabled mm-Waveform Configuration for Autonomous Vehicles with Integrated Communication and Sensing IEEE Internet of Things Journal, 10(19), pp16727-16743. DOI: http://dx.doi.org/10.1109/JIOT.2023.3270420 |
