| |
2026 |
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, 28, pp2572-2611. DOI: https://doi.org/10.1109/COMST.2025.3584333 |
| |
2026 |
An Braeken, Diana Deac, Thanh Linh Nguyen, Gürkan Gür, Quoc-Viet Pham, Charithri Yapa, Paola G. Vinueza-Naranjo, Henry Carv... |
6G AI Security: From Fundamentals to Offensive and Defensive Landscape in 6G IEEE Communications Surveys & Tutorials, 28, pp4765-4799. DOI: https://doi.org/10.1109/COMST.2026.3659793 |
| |
2026 |
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, 25(12), pp372-387. DOI: http://dx.doi.org/10.1109/TMC.2025.3597713 |
| |
2026 |
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, 75(1), pp1689-1694. DOI: http://dx.doi.org/10.1109/TVT.2025.3594998 |
| |
2026 |
Thippa Reddy Gadekallu, Quoc-Viet Pham, Thien Huynh-The, Hailin Feng, Kai Fang, Sharnil Pandya, Madhusanka Liyanage, Wei Wang... |
Federated learning for big data: A survey on opportunities, applications, and future directions Engineering Applications of Artificial Intelligence, 166, pp113614-113614. DOI: https://doi.org/10.1016/j.engappai.2025.113614 |
| |
2026 |
Toan Gian, Dung T. Tran, Quoc-Viet Pham, Francesco Restuccia, Van-Dinh Nguyen |
TinySense: Effective CSI Compression for Scalable and Accurate Wi-Fi Sensing IEEE International Conference on Pervasive Computing and Communications (PerCom) |
| |
2026 |
Hoa Trang Dang, Huu-Tai Nguyen, Quoc-Viet Pham, Ca V. Phan, Thien Huynh-The |
Adversarial Training Approach for Signal Identification in 5G-LTE Spectrum Sensing IEEE Wireless Communications Letters, 15, pp390-394. DOI: https://doi.org/10.1109/lwc.2025.3626806 |
| |
2026 |
Phuoc-Long Huynh, Van-Ca Phan, Quoc-Viet Pham, Daniel Benevides Da Costa, Thien Huynh-The |
ASTRA-Net: Adaptive Spectro-Temporal Robust Architecture for Spectrum Sensing IEEE Wireless Communications Letters. DOI: https://doi.org/10.1109/LWC.2026.3665832 |
| |
2026 |
Thanh Linh Nguyen, Marcela Tuler de Oliveira, An Braeken,Aaron Yi Ding, Quoc-Viet Pham |
Towards Verifiable Federated Unlearning: Framework, Challenges, and The Road Ahead IEEE Internet Computing. DOI: https://doi.org/10.1109/MIC.2026.3656638 |
| |
2026 |
Minh-Duong Nguyen, Senura Hansaja Wanasekara, Le-Tuan Nguyen, Ken-Tye Yong, Quoc-Viet Pham, Nguyen H. Tran, Dung D. Le |
Computation and Communication Efficient Federated Unlearning via On-server Gradient Conflict Mitigation and Expression IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) |
| |
2026 |
Thai-Hoc Vu, Ngo Hoang Tu, Thien Huynh-The, Miroslav Voznak, Kyungchun Lee, Sunghwan Kim, Quoc-Viet Pham |
Integration of TinyML and LargeML: A Survey of 6G and Beyond IEEE Internet of Things Journal. DOI: https://doi.org/10.1109/JIOT.2026.3674358 |
| |
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 |
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 |
Vu, Thai-Hoc, Jagatheesaperumal, Senthil Kumar, Nguyen, Minh-Duong, Huynh, Nguyen Van, Kim, Sunghwan, Pham, Quoc-Viet |
Thai-Hoc Vu, Senthil Kumar Jagatheesaperumal, Minh-Duong Nguyen, Nguyen Van Huynh, Sunghwan Kim, Quoc-Viet Pham IEEE Internet of Things Journal, 12(2), pp1266-1290. DOI: https://doi.org/10.1109/JIOT.2024.3487627 |
| |
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, Quoc-Viet Pham, Won Joo Hwang |
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. DOI: https://doi.org/10.1109/vtc2025-spring65109.2025.11174880 |
| |
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). DOI: https://doi.org/10.1109/ICC52391.2025.11161520 |
| |
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, 74(9), pp14876-14881. 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, 24(12), pp9840-9853. 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). DOI: https://doi.org/10.3233/faia250917 |
| |
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). DOI: https://doi.org/10.3233/faia251360 |
| |
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, 14(11), pp3550-3554. DOI: http://dx.doi.org/10.1109/LWC.2025.3598052 |
| |
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, 73(12), pp15583-15598. DOI: https://doi.org/10.1109/TCOMM.2025.3606641 |
| |
2025 |
Thien Huynh-The, Huu-Tai Nguyen, Thai-Hoc Vu, Daniel Benevides da Costa, Quoc-Viet Pham |
D2SNet: A Denoising-to-Segmentation Network for Enhanced 5G-LTE Spectrum Awareness IEEE Wireless Communications Letters, 14(12), pp3942-3946. DOI: https://doi.org/10.1109/LWC.2025.3608332 |
| |
2025 |
Dung Dao, Quy Minh Le, Hoang Thanh Lam, Duc-Trong Le, Quoc-Viet Pham, Barry O'Sullivan, Hoang D. Nguyen |
Agentic Design Patterns: A System-Theoretic Framework NeurIPS 2025 Workshop on Bridging Language, Agent, and World Models for Reasoning and Planning |
| |
2025 |
Vinh-Khanh Tran, Khanh-Tung Tran, Quoc-Viet Pham, Krishnendu Guhaa, Hoang D. Nguyen |
LLM-powered Question Answering for Environmental, Social and Governance (ESG) Reports ACM Workshop in AI-powered Question & Answering Systems. DOI: https://doi.org/10.1145/3746274.3760395 |
| |
2025 |
Toan D. Gian, Dung T. Tran, Quoc-Viet Pham, Le-Nam Tran, Van-Dinh Nguyen |
Multi-Modal Human Pose Estimation: A Wi-Fi-Driven Approach with Adaptive Kernel Selection IEEE Transactions on Artificial Intelligence. DOI: http://dx.doi.org/10.1109/TAI.2025.3631005 |
| |
2025 |
Thai-Hoc Vu, Ming Zeng, Sunghwan Kim, H. Vincent Poor, Quoc-Viet Pham |
Short-Packet Communications: Recent Advances and Research Challenges IEEE Network. DOI: https://doi.org/10.1109/mnet.2025.3604248 |
| |
2025 |
Rukhsana Ruby, Basem M. ElHalawany, Quoc-Viet Pham, Kaishun Wu, Lu Wang |
Impact of UAV-Based Transmitter Mobility on Physical Layer Security IEEE Transactions on Information Forensics and Security, 20, pp5604-5619. DOI: https://doi.org/10.1109/tifs.2025.3568317 |
| |
2025 |
Hoang Le Hung, Nguyen Huy, Nguyen Cong Luong, Quoc-Viet Pham, Dusit Niyato, Tien Hoa Nguyen |
Beamforming Design for Physical Security in Movable Antenna-aided ISAC Systems: A Reinforcement Learning Approach IEEE Transactions on Vehicular Technology, 74(11), pp18163-18167. DOI: https://doi.org/10.1109/tvt.2025.3575653 |
| |
2025 |
Thien-Thanh Dao, Quoc-Viet Pham, Thien Huynh-The, Won-Joo Hwang |
Transformer Model Embedding Dual Stream for Modulation Classification of Short Signal Samples ACM Transactions on Intelligent Systems and Technology. DOI: https://doi.org/10.1145/3770082 |
| |
2025 |
Hoa Trang Dang, Huu-Tai Nguyen, Quoc-Viet Pham, Ca V. Phan, Thien Huynh-The |
Compact Spectrum Sensing With RPNet+CLRu: Reducing Model Size for 5G-LTE Signal Identification IEEE Transactions on Vehicular Technology. DOI: https://doi.org/10.1109/tvt.2025.3617378 |
| |
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, and 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 |
