*: PhD students under my supervision
^: research staff under my supervision
Embedded Files
Authored Books
Authored Books
D. N. Nguyen, L. Vu, U. Nguyen, D. T. Hoang, Generative AI for Cybersecurity: Fundamentals, Applications, Risks, and Opportunities, CRC Press Taylor & Francis, expected to be published in December 2025.
D. T. Hoang, N. V. Huynh*, D. N. Nguyen, E. Hossain, D. Niyato, Deep Reinforcement Learning for Wireless Communications and Networking: Theory, Applications and Implementation, Wiley, 2023.
D. T. Hoang, D. Niyato, D. I. Kim, N. V. Huynh* and S. Gong, Ambient Backscatter Communication Networks, Cambridge University Press, Apr. 2020.
Edited Books
Edited Books
D. N. Nguyen, N. Chu, D. T. Hoang, O. A. Dobre, D. Niyato, and P. Popovski, Generative AI for Communications Systems: Fundamentals, Applications, and Prospects, Wiley, expected to be published in December 2025.
D. T. Hoang, N. Q. Hieu*, D. N. Nguyen, and E. Hossain, Advanced Machine Learning for Cyberattack Detection in IoT Networks, Elsevier, 2025.
C. T. Nguyen*, D. T. Hoang, D. N. Nguyen, E. Dutkiewicz, L. Le, and R. Joyce, edt., Proof-of-Stake for Blockchain Networks: Fundamentals, Challenges and Approaches, Institution of Engineering and Technology (IET), 2024.
D. T. Hoang, D. N. Nguyen, C. T. Nguyen*, E. Hossain, and D. Niyato, edt., Metaverse Communication and Computing Networks: Applications, Technologies, and Approaches. IEEE-Wiley, 2023.
D. N. Nguyen, D. T. Hoang, T. X. Vu, E. Dutkiewicz, S. Chatzinotas, and B. Ottersten, edt., Enabling Technologies for Social Distancing, Institution of Engineering and Technology (IET), 2022.
Journals (133)
Journals (133)
[Rank *]
C. H. Nguyen*, D. T. Hoang, D. N. Nguyen, K. Lauter, and M. Kim, ``Empowering AI with privacy: Homomorphic Encryption for Secure Deep Reinforcement Learning,'' Nature Machine Intelligence, accepted 2025.
[Rank 1: Top-tier IEEE Technical Q1 Journals]
T. V. Khoa, M. A. Alsheikh, Y. F Alem, and D. T. Hoang, ``Balancing security and accuracy: A novel federated learning approach for cyberattack detection in blockchain networks,'' IEEE Transactions on Network and Service Management, accepted 2025.
T. V. Khoa*, D. H. Son, C. H. Nguyen*, D. T. Hoang, D. N. Nguyen, T. T. T. Quynh, T. M. Hoang, N. V. Ha, E. Dutkiewicz, M. A. Alsheikh, and N. L. Trung, ``Collaborative learning framework to detect attacks in transactions and smart contracts,'' IEEE Transactions on Cognitive Communications and Networking, accepted 2025.
M. Jamshidi*, D. T. Hoang, D. N. Nguyen, D. Niyato, and M. E. Warkiani, ``Physical-informed neural networks for bio-nano digital twins: A multi-model framework with IoBNT integration,'' IEEE Internet of Things Journal, accepted 2025.
M. Alishahi, M. Zhang, P. Fortier, O. Waqar, M. Hanif, D. T. Hoang, D. N. Nguyen, Q. V. Pham, ``Efficient STAR-RIS mode for energy minimization in WPT-FL networks with NOMA,'' Transactions on Communications, accepted 2025.
M. N. Luu, M. D. Nguyen, E. Bedeer, V. D. Nguyen, D. T. Hoang, D. N. Nguyen, and Q. V. Pham, ``Energy-efficient and real-time sensing for federated continual learning via sample-driven control,'' IEEE Transactions on Mobile Computing, accepted 2025.
C. Shang, J. Yu, and D. T. Hoang, ``Energy-efficient and intelligent ISAC in V2X networks with spiking neural networks-driven DRL,'' IEEE Transactions on Wireless Communications, accepted 2025.
L. M. Hoang, D. N. Nguyen, A. Zhang, and D. T. Hoang, ``Multiple correlated jammers nullification using LSTM-based deep dueling neural network,'' IEEE Transactions on Vehicular Technology, accepted 2025.
B. D. Manh*, C. H. Nguyen*, D. T. Hoang, D. N. Nguyen, M. Zheng, and Q. V. Pham, ``Privacy-preserving cyberattack detection in blockchain-based IoT systems using AI and Homomorphic Encryption,'' IEEE Internet of Things Journal, accepted 2025.
B. M. Tuan*, D. N. Nguyen, N. L. Trung, V. D. Nguyen, N. V. Huynh, D. T. Hoang, M. Krunz, and E. Dutkiewicz, ``Securing MIMO wiretap channel with learning-based friendly jamming under imperfect CSI,'' IEEE Internet of Things Journal, accepted 2025.
S. Zhao, S. Gong, B. Gu, L. Li, B. Lyu, D. T. Hoang, and C. Yi, ``Exploiting NOMA transmissions in multi-UAV-assisted wireless networks: From aerial-RIS to mode-switching UAVs,'' IEEE Transactions on Wireless Communications, accepted 2024.
N. X. Tung, T. V. Chien, D. T. Hoang, and W. J. Hwang, "Joint optimizing power allocation and device association for robust IoT networks under infeasible circumstances," IEEE Transactions on Network and Service Management, accepted 2024.
B. Zhang, N. V. Huynh, D. T. Hoang, D. N. Nguyen, and Q. V. Pham, "DDPG-E2E: A novel policy gradient approach for end-to-end communication systems," IEEE Transactions on Cognitive Communications and Networking, accepted 2024.
T. Q. Dinh, S. H. Dau, E. Lagunas, S. Chatzinotas, D. Nguyen, and D. T. Hoang, ``Quantum annealing for complex optimization in satellite communication systems,'' IEEE Internet of Things Journal, vol. 12, no. 4, pp. 3771-3784, Feb. 2025.
N. Q. Hieu*, D. T. Hoang, D. N. Nguyen, V. D. Nguyen, Y. Xiao, and E. Dutkiewicz, ``Enhancing immersion and presence in the Metaverse with over-the-air brain-computer interface,'' IEEE Transactions on Wireless Communications, vol. 23, no. 12, pp. 18532-18548, Dec. 2024.
Y. Yin, L. Wang, D. T. Hoang, W. Wang, and D. Niyato, ``Sparse attention-driven quality prediction for production process optimization in digital twins,'' IEEE Internet of Things Journal, vol. 11, no. 23, pp. 38569-38584, Dec. 2024.
T. T. Vu*, N. H. Chu*, K. T. Phan, D. T. Hoang, D. N. Nguyen, and E. Dutkiewicz, "Energy-based proportional fairness in cooperative edge computing," IEEE Transactions on Mobile Computing, vol. 23, no. 12, pp. 12229-12246, Dec. 2024.
B. Lyu, C. Zhou, S. Gong, W. Wu, D. T. Hoang, and D. Niyato, "Energy-efficiency maximization for STAR-RIS enabled cell-free symbiotic radio communications," Transactions on Cognitive Communications and Networking, vol. 10, no. 6, pp. 2209-2223, Dec. 2024.
M. Le, D. T. Hoang, D. N. Nguyen, W-J. Hwang, and Q-V. Pham, "Wirelessly powered federated learning networks: Joint power transfer, data sensing, model training and resource allocation," IEEE Internet of Things Journal, vol. 11, no. 21, pp. 34093-34107, Nov. 2024.
N. H. Chu*, N. V. Huynh, D. N. Nguyen, D. T. Hoang, S. Gong, T. Shu, E. Dutkiewicz, and K. T. Phan, "Countering eavesdroppers with meta-learning-based cooperative ambient backscatter communications," IEEE Transactions on Wireless Communications, vol. 23, no. 10, pp. 13678-13693, Oct. 2024.
N. Q. Hieu*, D. T. Hoang, D. N. Nguyen, and M. A. Alsheikh, "Reconstructing human pose from inertial measurements: A generative model-based compressive sensing approach," IEEE Journal on Selected Areas in Communications, vol. 42, no. 10, pp. 2674-2687, Oct. 2024.
K. He, T. X. Vu, D. T. Hoang, D. N. Nguyen, S. Chatzinotas, B. Ottersten, "Risk-aware antenna selection for multiuser massive MIMO under incomplete CSI," IEEE Transactions on Wireless Communications, vol. 23, no. 9, pp. 11001-11014, Sept. 2024.
T. V. Khoa*, D. H. Son, D. T. Hoang, N. L. Trung, T. T. T. Quynh, D. N. Nguyen, N. V. Ha, E. Dutkiewicz, "Collaborative learning for cyberattack detection in blockchain networks," IEEE Transactions on Systems, Man, and Cybernetics, vol. 54, no. 7, pp. 3920-3933, July 2024.
H. C. Nguyen*, Y. Saputra, D. T. Hoang, D. N. Nguyen, V. D. Nguyen, Y. Xiao, and E. Dutkiewicz, "Encrypted data caching and learning framework for robust federated learning-based mobile edge computing," IEEE/ACM Transactions on Networking, vol. 32, no. 3, pp. 2705-2720, June 2024.
C. T. Nguyen*, D. T. Hoang, D. N. Nguyen, Y. Xiao, D. Niyato, and E. Dutkiewicz, "MetaShard: A novel sharding blockchain platform for Metaverse applications," IEEE Transactions on Mobile Computing, vol. 23, no. 5, pp. 4348-4361, May 2024.
N. H. Chu*, D. T. Hoang, D. N. Nguyen, K. T. Phan, E. Dutkiewicz, D. Niyato, and T. Shu "MetaSlicing: A novel resource allocation framework for Metaverse," IEEE Transactions on Mobile Computing, vol. 23, no. 5, pp. 4145-4162, May 2024.
P. V. Dinh*, Q. U. Nguyen, D. T. Hoang, D. N. Nguyen, S. P. Bao, and E. Dutkiewicz, "Constrained twin variational auto-encoder for intrusion detection in IoT systems," IEEE Internet of Things Journal, vol. 11, no. 8, pp. 14789-14803, Apr. 2024.
Y. Xiao, R. Xia, Y. Li, G. Shi, D. N. Nguyen, D. T. Hoang, D. Niyato, and M. Krunz, "Distributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-supervised Learning Approach," IEEE Transactions on Mobile Computing, vol. 23, no. pp. 1815-1829, Feb. 2024.
Y. Xiao, X. Zhang, Y. Li, G. Shi, M. Krunz, D. N. Nguyen, D. T. Hoang, "Time-sensitive learning for heterogeneous federated edge intelligence," IEEE Transactions on Mobile Computing, vol. 23, no. 2, pp. 1382-1400, Feb. 2024.
V. D. Nguyen, T. X. Vu, N. T. Nguyen, D. C. Nguyen, M. Juntti, N. C. Luong, D. T. Hoang, D. N. Nguyen, and S. Chatzinotas, "Network-aided intelligent traffic steering in 6G ORAN: A multi-layer optimization framework," IEEE Journal on Selected Areas in Communications, vol. 42, no. 2, pp. 389-405, Feb. 2024.
S. Al-Maliki, F. El Bouanani, M. Abdallah, D. T. Hoang, D. Niyato, and A. Al-Fuqaha, "Toward Improved Reliability of Deep Learning Based Systems Through Online Relabeling of Potential Adversarial Attacks," IEEE Transactions on Reliability, vol. 72, no. 4, pp. 1367-1382, Dec. 2023.
B. Lyu, C. Zhou, S. Gong, D. T. Hoang, and Y. C. Liang, ``Robust secure transmission for active RIS enabled symbiotic radio multicast communications," IEEE Transactions on Wireless Communications, vol. 22, no. 12, pp. 8766-8780, Dec. 2023.
M.D. Nguyen, S.M. Lee, Q.-V. Pham, D. T. Hoang, D. N. Nguyen, W.J. Hwang, ``Hcfl: A high compression approach for communication-efficient federated learning in very large scale IoT networks,” IEEE Transactions on Mobile Computing, vol. 22, no. 11, pp. 6495-6507, Nov. 2023.
N. H. Chu*, D. N. Nguyen, D. T. Hoang, Q-V. Pham, K. T. Phan, W-J. Hwang, and E. Dutkiewicz, "AI-enabled mm-Waveform configuration for autonomous vehicles with integrated communication and sensing," IEEE Internet of Things Journal, vol. 10, no. 19, pp. 16727-16743, Oct. 2023.
T. Dinh^, D. N. Nguyen, D. T. Hoang, V. Pham, and E. Dutkiewicz, ``In-network computation for large-scale federated learning over wireless edge networks,” IEEE Transactions on Mobile Computing, vol. 22, no. 10, pp. 5918-5932, Oct. 2023.
Y. M. Saputra*, D. N. Nguyen, D. T. Hoang, Q.-V. Pham, E. Dutkiewicz, and W.-J. Hwang, "Federated learning framework with straggling mitigation and privacy-awareness for AI-based mobile application services," IEEE Transactions on Mobile Computing, vol. 22, no. 9, pp. 5296-5312, Sep. 2023.
C. Zhou, B. Lyu, Y. Feng, and D. T. Hoang, "Transmit power minimization for START-RIS empowered symbiotic radio communications," IEEE Transactions on Cognitive Communications and Networking, vol. 9, no. 6, pp. 1641-1656, Aug. 2023.
M. Wang, S. Gong, B. Gu, W. Zhang, D. T. Hoang, and D. Niyato, "Bayesian optimization enhanced deep reinforcement learning for trajectory planning and network formation in multi-UAV networks," IEEE Transactions on Vehicular Technology, vol. 72, no. 8, pp. 10933-10948, Aug. 2023.
C. T. Nguyen*, D. T. Hoang, D. N. Nguyen, Y. Xiao, H. A. Pham, E. Dutkiewicz and N. H. Tuong, "FedChain: Secure proof-of-stake-based framework for federated-blockchain systems," IEEE Transactions on Services Computing, vol. 16, no. 4, pp. 2642-2656, Aug. 2023.
N. Q. Hieu*, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, "When virtual reality meets rate splitting multiple access: A joint communication and computation approach," IEEE Journal on Selected Areas in Communications, vol. 41, no. 5, pp. 1536-1548, May 2023.
T. V. Khoa*, D. T. Hoang, N. L. Trung, C. T. Nguyen*, T. T. T. Quynh, D. N. Nguyen, N. V. Ha, and E. Dutkiewicz, "Deep transfer learning: A novel collaborative learning model for cyberattack detection systems in IoT networks," IEEE Internet of Things Journal, vol. 10, no. 10, pp. 8578 - 8589, May 2023.
N. Q. Hieu*, D. T. Hoang, D. Niyato, D. N. Nguyen, D. I. Kim, and A. Jamalipour, "Joint power allocation and rate control for rate splitting multiple access networks with covert communications," IEEE Transactions on Communications, vol. 71, no. 4, pp. 2274-2287, Apr. 2023.
C. T. Nguyen*, D. N. Nguyen, D. T. Hoang, K. T. Phan, D. Niyato, H. A. Pham, and E. Dutkiewicz, "Elastic resource allocation for coded distributed computing over heterogeneous wireless edge networks," IEEE Transactions on Wireless Communications, vol. 22, no. 4, pp. 2636 - 2649, Apr. 2023.
N. H. Chu*, D. T. Hoang, D. N. Nguyen, N. V. Huynh, and E. Dutkiewicz, "Joint speed control and energy replenishment optimization for UAV-assisted IoT data collection with deep reinforcement transfer learning," IEEE Internet of Things Journal, vol. 10, no. 7, pp. 5778-5793, Apr. 2023.
Y. M. Saputra*, D. T. Hoang, D. N. Nguyen, L. N. Tran, S. Gong, and E. Dutkiewicz, ``Dynamic federated learning-based economic framework for Internet-of-Vehicles,” IEEE Transactions on Mobile Computing, vol. 22, no. 4, pp. 2100-2115, Apr. 2023.
S. Gong, L. Cui, B. Gu, B. Lyu, D. T. Hoang, and D. Niyato, "Hierarchical deep reinforcement learning for age-of-Information minimization in IRS-aided and wireless-powered wireless networks," IEEE Transactions on Wireless Communications, vol. 22, no. 11, pp. 8114-8127, Mar. 2023.
L. Vu*, Q. U. Nguyen, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, "Deep generative learning models for cloud intrusion detection systems," IEEE Transactions of Cybernetics, vol. 53, no. 1, pp. 565-577, Jan. 2023.
H. Zhou, Y. Long, S. Gong, K. Zhu, D. T. Hoang, and D. Niyato, "Hierarchical multi-agent deep reinforcement learning for energy-efficient hybrid computation offloading," IEEE Transactions on Vehicular Technology, vol. 72, no. 1, pp. 986-1001, Jan. 2023.
H. Dang*, D. N. Nguyen, D. T. Hoang, K. Ho, E. Dutkiewicz, Q-V. Pham, W.J. Hwang "Secure swarm UAV-assisted communications with cooperative friendly jamming," IEEE Internet of Things Journal, vol. 9, no. 24, pp. 25596-25611, Dec. 2022.
C. T. Nguyen*, D. N. Nguyen, D. T. Hoang, H.-A. Pham, N. H. Tuong, Y. Xiao, and E. Dutkiewicz, "BlockRoam: Blockchain-based roaming management system for future mobile networks," IEEE Transactions on Mobile Computing, vol. 21, no. 11, pp. 3880-3894, Nov. 2022.
N. V. Huynh*, D. N. Nguyen, D. T. Hoang, T. X. Vu, E. Dutkiewicz, and S. Chatzinotas, "Defeating super-reactive jammers with deception strategy: Modeling, signal detection, and performance analysis," IEEE Transactions on Wireless Communications, vol. 21, no. 9, pp. 7374-7390, Sept. 2022.
N. Q. Hieu*, D. T. Hoang, D. Niyato, P. Wang, D. I. Kim, and C. Yuan, "Transferable deep reinforcement learning framework for autonomous vehicles with joint radar-data communications" IEEE Transactions on Communications, vol. 70, no. 8, pp. 5164-5180, Aug. 2022.
Y. M. Saputra*, D. N. Nguyen, D. T. Hoang, T. X. Vu, E. Dutkiewicz, and S. Chatzinotas, "Federated learning meets contract theory: Economic-efficient framework for electric vehicle networks," IEEE Transactions on Mobile Computing, vol. 21, no. 8, pp. 2803-2817, Aug. 2022.
Y. Zou, Y. Long, S. Gong, D. T. Hoang, K. Jin, W. Cheng, and D. Niyato, "Robust beamforming optimization for self-sustainable intelligent reflecting surface assisted wireless networks," IEEE Transactions on Cognitive Communications and Networking, vol. 8, no. 2, pp. 856-870, June 2022.
L. Vu*, V. L. Cao, Q. U. Nguyen, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, "Learning latent representation for IoT anomaly detection," IEEE Transactions of Cybernetics, vol. 52, no. 5, pp. 3769-3782, May 2022.
N. V. Huynh*, D. T. Hoang, D. N. Nguyen, and E. Dutkiewicz, "Joint coding and scheduling optimization for distributed learning over wireless edge networks," IEEE Journal on Selected Areas in Communications, vol. 40, no. 2, pp. 484-498, Feb. 2022.
S. Gong, Y. Zou, J. Xu, D. T. Hoang, B. Lyu, and D. Niyato, "Optimization-driven hierarchical learning framework for wireless powered backscatter-aided relay communications," IEEE Transactions on Wireless Communications, vol. 21, no. 2, pp. 1378-1391, Feb. 2022.
T. G. Nguyen, T. V. Phan, D. T. Hoang, T. N. Nguyen, C. So-In, "Federated deep reinforcement learning for traffic monitoring in SDN-based IoT networks," IEEE Transactions on Cognitive Communications and Networking, vol. 7, no. 4, pp. 1048-1065, Dec. 2021.
B. Lyu, P. Ramezani, D. T. Hoang and A. Jamalipour, "IRS-assisted downlink and uplink NOMA in wireless powered communication networks," IEEE Transactions on Vehicular Technology, vol. 71, no. 1, pp. 1083-1088, Nov. 2021.
N. V. Huynh*, D. T. Hoang, D. N. Nguyen, and E. Dutkiewicz, "DeepFake: Deep dueling-based deception strategy to defeat reactive jammers," IEEE Transactions on Wireless Communications, vol. 20, no. 10, pp. 6898-6914, Oct. 2021.
N.-T. Nguyen*, D. N. Nguyen, D. T. Hoang, N. V. Huynh*, E. Dutkiewicz, N.-H. Nguyen, and Q.-T. Nguyen, "Time scheduling and energy trading for heterogeneous wireless-powered and backscattering-based IoT networks," IEEE Transactions on Wireless Communications, vol. 20, no. 10, Oct. 2021.
L. Ismail, D. Niyato, S. Sun, D. T. Hoang, Y. Li, and D. I. Kim, "Protecting multi-function wireless systems from jammers: A backscatter-assisted intelligent strategy," IEEE Transactions on Vehicular Technology, vol. 70, no. 11, pp. 11812-11826, Sep. 2021.
N. V. Huynh*, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, "Optimal beam association for high mobility mmWave vehicular networks: Lightweight parallel reinforcement learning approach," IEEE Transactions on Communications, vol. 69, no. 9, pp. 5948-5961, Sep. 2021.
H. T. Nguyen, D. T. Hoang, N. C. Luong, D. Niyato, and D. I. Kim, "A hierarchical game model for OFDM integrated radar and communication systems," IEEE Transactions on Vehicular Technology, vol. 70, no. 5, pp. 5077-5082, May 2021.
T. T. Vu*, D. N. Nguyen, D. T. Hoang, E. Dutkiewicz, T. V. Nguyen, "Optimal energy efficiency with delay constraints for multi-layer cooperative fog computing networks," IEEE Transactions on Communications, vol. 69, no. 6, pp. 3911-3929, Jun. 2021.
T. X. Vu, S. Chatzinotas, V. D. Nguyen, D. T. Hoang, D. N. Nguyen, M. D. Renzo, and B. Ottersten, "Machine learning-enabled joint antenna selection and precoding design: From offline complexity to online performance," IEEE Transactions on Wireless Communications, vol. 20, no. 6, pp. 3710-3722, Jun. 2021.
B. Lyu, P. Ramezani, D. T. Hoang, S. Gong, Z. Yang, and A. Jamalipour, "Optimized energy and information relaying in self-sustainable IRS-empowered WPCN," IEEE Transactions on Communications, vol. 69, no. 1, pp. 619-633, Oct. 2021.
Y. M. Saputra*, D. T. Hoang, D. N. Nguyen, and E. Dutkiewicz, "A novel mobile edge network architecture with joint caching-delivering and horizontal cooperation," IEEE Transactions on Mobile Computing, vol. 20, no. 1, pp. 19-31, Jan. 2021.
M. A. Alsheikh, D. T. Hoang, D. Niyato, Derek Leong, Ping Wang and Zhu Han, "Optimal pricing of Internet of Things: A machine learning approach," IEEE Journal on Selected Areas in Communications, vol. 38, no. 4, pp. 669-684, Apr. 2020.
S. Gong, Y. Zou, D. T. Hoang, J. Xu, W. Cheng, and D. Niyato, "Capitalizing backscatter-aided hybrid relay communications with wireless energy harvesting," IEEE Internet of Things Journal, vol. 7, no. 9, pp. 8709-8721, May 2020.
Y. Zou, S. Gong, J. Xu, W. Cheng, D. T. Hoang, and D. Niyato, "Wireless powered intelligent reflecting surfaces for enhancing wireless communications," IEEE Transactions on Vehicular Technology, vol. 69, no. 10, pp. 12369-12373, Jul. 2020.
G. Dandachi, A. De Domenico, D. T. Hoang, and D. Niyato, "An artificial intelligence framework for slice deployment and orchestration in 5G networks," IEEE Transactions on Cognitive Communications and Networking, vol. 6 no. 2, pp. 858-871, Jun. 2020.
S. Gong, L. Gao, J. Xu, Y. Guo, D. T. Hoang, and D. Niyato, "Exploiting backscatter-aided relay communications with hybrid access model in device-to-device networks," IEEE Transactions on Cognitive Communications and Networking, vol. 5, no. 4, pp. 835-848, Dec. 2019.
N. V. Huynh*, D. N. Nguyen, D. T. Hoang, E. Dutkiewicz, "Jam me if you can: Defeating jammer with deep dueling neural network architecture and ambient backscattering augmented communications," IEEE Journal on Selected Areas in Communications, vol. 37. no. 11, pp. 2603-2620, Nov. 2019.
N. V. Huynh*, D. T. Hoang, D. N. Nguyen, E. Dutkiewicz, D. Niyato, and P. Wang, "Optimal and low-complexity dynamic spectrum access for RF-powered ambient backscatter system with online reinforcement learning," IEEE Transactions on Communications, vol. 67, no. 8, pp. 5736-5752, Apr. 2019.
N. V. Huynh*, D. T. Hoang, D. Nguyen, and E. Dutkiewicz, "Optimal and fast real-time resource slicing with deep dueling neural networks," IEEE Journal on Selected Areas in Communications, vol. 37, no. 6, pp. 1455-1470, Mar. 2019.
W. Wang, D. T. Hoang, D. Niyato, P. Wang and D. I. Kim, "Stackelberg game for distributed time scheduling in RF-powered backscatter cognitive radio networks," IEEE Transactions on Wireless Communications, vol. 17, no. 8, pp. 5606-5622, Aug. 2018.
D. T. Hoang, D. Niyato, P. Wang, D. I. Kim, and Z. Han, "Ambient backscatter: A new approach to improve network performance for RF-powered cognitive radio networks," IEEE Transactions on Communications, vol. 65, no. 9, pp. 3659-3674, Jun. 2017.
D. T. Hoang, D. Niyato, P. Wang, D. I. Kim, and L. B. Le, "Optimal data scheduling and admission control for wireless backscatter sensor networks," IEEE Transactions on Communications, vol. 65, no. 5, pp. 2062-2077, Feb. 2017.
D. T. Hoang, D. Niyato, P. Wang, and D. I. Kim, "Performance analysis of wireless energy harvesting cognitive radio networks under smart jamming attacks," IEEE Transactions on Cognitive Communications and Networking, vol. 1, no. 2, pp. 200-216, Oct. 2015.
D. T. Hoang, D. Niyato, P. Wang, and D. I. Kim, "Performance optimization for cooperative multiuser cognitive radio networks with RF energy harvesting capability," IEEE Transactions on Wireless Communications, vol. 14, no. 7, pp. 3614-3629, Mar. 2015.
D. T. Hoang, D. Niyato, P. Wang, and D. I. Kim, "Opportunistic channel access and RF energy harvesting in cognitive radio networks," IEEE Journal on Selected Areas in Communications, vol. 32, no. 11, pp. 2039-2052, Nov. 2014.
L. B. Le, D. Niyato, E. Hossain, D. I. Kim, and D. T. Hoang, "QoS-aware and energy-efficient resource management in OFDMA Femtocells," IEEE Transactions on Wireless Communications, vol. 12, no. 1, pp. 180-194, Jan. 2013.
[Rank 2: High-quality IEEE Q1 Journals, including IEEE Magazine, Surveys, Letters, etc.]
B. Picano, D. T. Hoang, and D. N. Nguyen, ``A matching game for LLM layer deployment in heterogeneous edge networks,'' IEEE Open Journal of the Communications Society, accepted 2025.
C. T. Nguyen^, Y. Liu, H. Du, D. T. Hoang, D. Niyato, D. Nguyen, and S. Mao, "Generative AI-enabled blockchain networks: Fundamentals, applications, and case study," IEEE Network, 2024.
C. Shang, D. T. Hoang, J. Yu, M. Hao, and D. Niyato, "Constructing the Metaverse with a new perspective: UAV FoV-assisted low-latency imaging," IEEE Wireless Communication Letter, vol. 14, no. 1, pp. 158-162, Jan. 2025.
N. H. Chu*, H. Q. Nguyen*, D. N. Nguyen, D. T. Hoang, K. T. Phan, E. Dutkiewicz, D. Niyato, and T. Shu, ``Dynamic multi-tier resource allocation framework for Metaverse,'' IEEE Network, vol. 39, no. 1, pp. 197-204, Jan. 2025.
C. Shang, D. T. Hoang, M. Hao, D. Niyato, and J. Yu, ``Energy-efficient decentralized federated learning for UAV swarm with spiking neural networks and leader election mechanism,'' IEEE Wireless Communications Letters, vol. 13, no. 10, pp. 2742-2746, Oct. 2024.
M. Jamshidi*, D. T. Hoang, and D. N. Nguyen, ``CNN-FL for biotechnology industry empowered by Internet-of-BioNano things and digital twins,'' IEEE IoT Magazine, vol. 7, no. 5, pp. 54-63, Sept. 2024.
S. A. Maliki, A. Qayyum, H. Ali, M. Abdallah, J. Qadir, D. T. Hoang, D. Niyato, and A. A. Fuqaha, "Adversarial machine learning for social good: Reframing the adversary as an ally," IEEE Transactions on Artificial Intelligence, vol. 5, no. 9, pp. 4322-4343, Sept. 2024.
N. V. Huynh, J. Wang, H. Du, D. T. Hoang, D. Niyato, D. N. Nguyen, D. I. Kim, and K. B. Letaief, "Generative AI for physical layer communications: A survey," Transactions on Cognitive Communications and Networking, vol. 10, no. 3, pp. 706-728, June 2024.
C. T. Nguyen, Y. Saptura, N. V. Huynh, T. N. Nguyen, D. T. Hoang, D. N. Nguyen, V.-Q. Pham, M. Voznak, S. Chatzinotas, and D. H. Tran, "Emerging technologies for 6G non-terrestrial networks: From academic to industry applications," IEEE Open Journal of the Communications Society, vol. 5, pp. 3852-3885, June 2024.
H. Y. Zhu, N. Q. Hieu*, D. T. Hoang, D. N. Nguyen, and C. T. Lin, "A human-centric Metaverse enabled by brain-computer interface: A survey," IEEE Communications Surveys and Tutorials, vol. 26, no. 3, pp. 2120-2145, Apr. 2024.
C. Zhou, B. Lyu, C. You, and D. T. Hoang, "Cooperative commensal and parasitic symbiotic radio communication systems," IEEE Wireless Communications Letters, vol. 13, no. 3, pp. 676-680, Mar. 2024.
T. Qi, B. Lyu, D. T. Hoang, "Pilot sequences with low coherence and PAPR for grant-free massive access," IEEE Wireless Communications Letters, vol. 12, no. 7, pp. 1254-1258, July 2023.
L . M. Hoang, J. A. Zhang, D. N. Nguyen, and D. T. Hoang, "Frequency hopping joint radar-communications with hybrid sub-pulse frequency and duration," IEEE Wireless Communications Letters, vol. 11, no. 11, Nov. 2022.
C. T. Nguyen*, N. V. Huynh*, N. H. Chu*, Y. M. Saputra*, D. T. Hoang, D. N. Nguyen, Q.-V. Pham, D. Niyato, E. Dutkiewicz, and W.-J. Hwang, "Transfer learning for wireless networks: A comprehensive survey," Proceedings of the IEEE, vol. 110, no. 8, pp. 1073-1115, Aug. 2022.
M. Xu, D. T. Hoang, J. Kang, D. Niyato, Q. Yan, and D. I. Kim, "Secure and reliable transfer learning framework for 6G-enabled internet of vehicles," IEEE Wireless Communications, vol. 29, no. 4, pp. 132-139, Aug. 2022.
X. Lu, N. C. Luong, D. T. Hoang, D. Niyato, Y. Xiao and P. Wang, "Secure Wirelessly-Powered Networks at the Physical Layer: Challenges, Countermeasures, and Road Ahead," Proceedings of the IEEE, vol. 110, no. 1, pp. 193-209, Jan. 2022.
N. Hieu, D. T. Hoang, D. Niyato, and D. I. Kim, "Optimal power allocation for rate splitting communications with deep reinforcement learning," IEEE Wireless Communications Letters, vol. 10, no. 12, pp. 2920-2823, Dec. 2021.
N. C. Luong, X. Lu, D. T. Hoang, D. Niyato, and D. I. Kim, "Radio resource management in joint radar and communication: A comprehensive survey," IEEE Communications Surveys and Tutorials, vol. 23, no. 2, pp. 780-814, Apr. 2021.
I. Ilahi, M. Usama, J. Qadir, M. U. Janjua, A. Al-Fuqaha, D. T. Hoang, and D. Niyato, "Challenges and countermeasures for adversarial attacks on deep reinforcement learning," IEEE Transactions on Artificial Intelligence, vol. 3, no. 2, pp. 90-109, Apr. 2021.
L. Vu*, Q. U. Nguyen, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, "Deep transfer learning for IoT attack detection," IEEE Access, vol. 8, pp. 107335-107344, Jun. 2020.
C. T. Nguyen*, Y. M. Saputra*, N. V. Huynh*, N.-T. Nguyen, T. V. Khoa*, B. M. Tuan, D. N. Nguyen, D. T. Hoang, T. X. Vu, E. Dutkiewicz, S. Chatzinotas, and B. Ottersten, "A comprehensive survey of enabling and emerging technologies for social distancing - Part I: Fundamentals and enabling technologies," IEEE Access, vol. 8, pp. 153479-153507, Aug. 2020.
C. T. Nguyen*, Y. M. Saputra*, N. V. Huynh*, N.-T. Nguyen, T. V. Khoa*, B. M. Tuan, D. N. Nguyen, D. T. Hoang, T. X. Vu, E. Dutkiewicz, S. Chatzinotas, and B. Ottersten, "A comprehensive survey of enabling and emerging technologies for social distancing - Part II: Emerging technologies and open issues," IEEE Access, vol. 8, pp. 154209-154236, Aug. 2020.
N. Q. Hieu, D. T. Hoang, N. C. Luong, and D. Niyato, "iRDRC: An intelligent real-time dual-functional radar-communication system for automotive vehicles," IEEE Wireless Communications Letters, vol. 9, no. 12, pp. 2140-2143, Aug. 2020.
B. Lyu, D. T. Hoang, S. Gong, D. Niyato, and D. I. Kim, "IRS-based wireless jamming attacks: When jammers can attack without Power," IEEE Wireless Communications Letters, vol. 9, no. 10, pp. 1663-1667, Oct. 2020.
S. Gong, X. Lu, D. T. Hoang, D. Niyato, L. Shu, D. I. Kim, and Y.-C. Liang, "Towards smart wireless communications via intelligent reflecting surfaces: A contemporary survey," IEEE Communications Surveys and Tutorials, vol. 22, no. 4, Jun. 2020.
W. Y. B. Lim, N. C. Luong, D. T. Hoang, Y. Jiao, Y.-C. Liang, Q. Yang, D. Niyato, and C. Miao, "Federated learning in mobile edge networks: A comprehensive survey," IEEE Communications Surveys and Tutorials, vol. 22, no. 3, pp. 2031-2063, Apr. 2020.
D. T. Hoang, D. N. Nguyen, M. A. Alsheikh, S. Gong, E. Dutkiewicz, D. Niyato, and Z. Han, "Borrowing Arrows with Thatched Boats": The Art of defeating reactive jammers in IoT networks," IEEE Wireless Communication, vol. 27, no. 3, pp. 79-87, Jun. 2020.
B. Lyu and D. T. Hoang, "Optimal time scheduling in relay assisted batteryless IoT networks," IEEE Wireless Communications Letters, vol. 9, no. 5, pp. 706-710, Jan. 2020.
N. V. Huynh*, Diep. N. Nguyen, D. T. Hoang, E. Dutkiewicz, and M. Mueck, "Ambient backscatter: A novel method to defend jamming attacks for wireless networks," IEEE Wireless Communications Letters, vol. 9, no. 2, pp. 175-178, Feb. 2020.
B. Lyu, D. T. Hoang, and Z. Yang, "Backscatter then forward: A relaying scheme for batteryless IoT networks," IEEE Wireless Communications Letters, vol. 9, no. 4, pp. 562-566, Apr. 2020.
B. Lyu, D. T. Hoang, and Z. Yang, "User cooperation in wireless-powered backscatter communication networks," IEEE Wireless Communications Letters, vol. 8, no. 2, pp. 632-635, Apr. 2019.
C. T. Nguyen*, D. T. Hoang, D. N. Nguyen, D. Niyato, H. T. Nguyen, and E. Dutkiewicz, "Proof-of-Stake consensus mechanisms for future blockchain networks: Fundamentals, applications, and opportunities," IEEE Access, vol. 37, no. 11, pp. 2603-2620, Nov. 2019.
Y. M. Saputra*, D. T. Hoang, D. N. Nguyen, E. Dutkiewicz, D. Niyato, and D. I. Kim, "Distributed deep learning at the edge: A novel proactive and cooperative caching framework for mobile edge networks," IEEE Wireless Communications Letters, vol. 8, no. 4, pp. 1220-1223, Aug. 2019.
N. C. Luong, D. T. Hoang, S. Gong, D. Niyato, P. Wang, Y.-C. Liang, and D. I. Kim, "Applications of deep reinforcement learning in communications and networking: A survey," IEEE Communications Surveys and Tutorials, vo. 21, no. 4, pp. 3133-3174, May 2019.
W. Wang, D. T. Hoang, P. Hu, Z. Xiong, D. Niyato, P. Wang, Y. Wen, and D. I. Kim, "A survey on consensus mechanisms and mining strategy management in blockchain networks," IEEE Access, vol. 7, pp. 22328-22370, Jan. 2019.
N. V. Huynh*, D. T. Hoang, D. Niyato, P. Wang, and D. I. Kim, "Optimal time scheduling for wireless-powered backscatter communication networks," IEEE Wireless Communications Letters, vol. 7, no. 5, pp. 820-823, Oct. 2018.
D. T. Hoang, D. Niyato, D. Nguyen, E. Dutkiewicz, P. Wang, and Z. Han, "A dynamic edge caching framework for mobile 5G networks," IEEE Wireless Communications, vol. 25, no. 5, pp. 95-103, Oct. 2018.
N. V. Huynh*, D. T. Hoang, X. Lu, D. Niyato, P. Wang, and D. I. Kim, "Ambient backscatter communications: A contemporary survey," IEEE Communications Surveys and Tutorials, vol. 20, no. 4, pp. 2889-2922, May 2018.
N. C. Luong, D. T. Hoang, P. Wang, D. Niyato, and Z. Han, "Applications of economic and pricing models for wireless network security: A survey," IEEE Communications Surveys and Tutorials, vol. 19, no. 4, pp. 2735-2767, July 2017.
D. T. Hoang, P. Wang, D. Niyato, and E. Hossain, "Charging and discharging of plug-in electric vehicles (PEVs) in vehicle-to-grid (V2G) systems: A cyber insurance-based model," IEEE Access, vol. 5, pp. 732-754, Jan. 2017.
D. Niyato, D. T. Hoang, P. Wang, and Z. Han, "Cyber insurance for plug-in electric vehicle (PEV) charging in vehicle-to-grid (V2G) systems," IEEE Network, vol. 31, no.2, pp. 38-46, Mar. 2017.
N. C. Luong, D. T. Hoang, P. Wang, D. Niyato, D. I. Kim, and Z. Han, "Data collection and wireless communication in Internet of Things (IoT) using economic analysis and pricing models: A survey," IEEE Communications Surveys and Tutorials, vol. 18, no. 4, pp. 2546-2590, June 2016.
D. Niyato, D. T. Hoang, N. C. Luong, P. Wang, D. I. Kim, and Z. Han, "Smart data pricing models for Internet-of-Things (IoT): A bundling strategy approach," IEEE Network, vol. 30, no. 2, pp. 18-25, Mar. 2016.
D. T. Hoang, X. Lu, D. Niyato, P. Wang, D. I. Kim and Z. Han, "Applications of repeated games in wireless networks: A survey," IEEE Communications Surveys and Tutorials, vol. 17, no. 4, pp. 2102-2135, Jun. 2015.
M. A. Alsheikh, D. T. Hoang, D. Niyato, S. Lin, and H.-P. Tan, "Markov decision processes with applications in wireless sensor networks: A survey," IEEE Communications Surveys and Tutorials, vol. 17, no. 3, pp. 1239-1267, Apr. 2015.
[Other Journals]
M. A. Hassan*, M. B. Jamshidi*, B. D. Manh*, N. H. Chu^, C. H. Nguyen*, N. Q. Hieu*, C. T. Nguyen^, D. T. Hoang, D. N. Nguyen, N. V. Huynh, M. A. Alsheikh, and E. Dutkiewicz, "Enabling technologies for Web 3.0: A comprehensive survey," Elsevier Computer Networks, vol. 249, no. 111242, Mar. 2025.
M. Jamshidi*, D. T. Hoang, D. N. Nguyen, D. Niyato, and M. E. Warkianic, "Revolutionizing biological digital twins: Integrating internet of bio-nano things, convolutional neural networks, and federated learning," Elsevier Computer in Biology and Medicine, accepted 2025.
T. G. Nguyen, T. V. Phan, D. T. Hoang, H. H. Nguyen, D. T. Le, "DeepPlace: Deep reinforcement learning for adaptive flow rule placement in Software-Defined IoT Networks," Elsevier Computer Communications, vol. 181, pp. 156-163, Jan. 2022.
Q.-V. Pham, D. C. Nguyen, S. Mirjalili, D. T. Hoang, D. N. Nguyen, P. N. Pathirana, and W.-J. Hwang, "Swarm intelligence for next-generation networks: Recent advances and applications," Elsevier Journal of Network and Computer Applications, vol. 191, pp. 103141, Oct. 2021.
D. T. Hoang, C. Lee, D. Niyato, and P. Wang, "A survey of mobile cloud computing: Architecture, applications, and approaches," Wireless Communications and Mobile Computing, vol. 13, no. 18, pp. 1587-1611, Dec. 2013.
Conferences (88)
Conferences (88)
[Conference Rank A*]
P. V. Dinh*, M. Krunz, D. N. Nguyen, D. T. Hoang, ``PFAE: Personalized Federated Learning for Anomaly Detection over Heterogeneous IoT Domains,'' in IEEE INFOCOM, accepted 2025.
C. H. Nguyen*, B. D. Manh*, D. T. Hoang, D. N. Nguyen, and L. Wang, ``PP-AICloud for Edge-Assisted Privacy-Preserving AI Inference with Homomorphic Encryption in Cloud-Based Mobile Services,'' ACM MobiCom, accepted 2025. [Demo video].
[IEEE Flagship Conferences]
M. Jamshidi*, D. T. Hoang, D. N. Nguyen, D. Niyato, M. E. Warkiani, ``Integrating IoBNT and AI-enabled digital twins in e-health and biotechnology,'' IEEE GLOBECOM Workshop, Taipei, Taiwan, Dec. 2025.
M. Abughalwa*, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, ``Multi-user secrecy rate maximization in finite blocklength IRS-aided systems,'' IEEE GLOBECOM, Taipei, Taiwan, Dec. 2025.
C. Shang, J. Yu, and D. T. Hoang, ``Energy-efficient learning-based beamforming for ISAC-enabled V2X networks,'' IEEE GLOBECOM, Taipei, Taiwan, Dec. 2025.
B. Picano, D. T. Hoang, and D. N. Nguyen, ``Latency-aware LLM deployment over edge network,'' IEEE GLOBECOM, Taipei, Taiwan, Dec. 2025.
P. D. Vu*, D. N. Nguyen, D. T. Hoang, Q. U. Nguyen, S. P. Bao, and E. Dutkiewicz, ``A dual-decoder variational auto-encoder for anomaly detection,'' IEEE WCNC, Milan, Italy, March 2025.
N. V. Huynh, D. N. Nguyen, L. Mucchi, S. Caputo, M. Piccardi, D. T. Hoang, and E. Dutkiewicz, ``'Defeating eavesdropping attacks with inter-cell interference and deep reinforcement learning,'' IEEE WCNC, Milan, Italy, March 2025.
N. Q. Hieu*, D. T. Hoang and D. N. Nguyen, ``A lightweight human pose estimation approach for edge computing-enabled Metaverse with compressive sensing'' IEEE GLOBECOM, Cape Town, South Africa, Dec. 2024.
M. A. Hassan*, C. T. Nguyen*, C. H. Nguyen*, D. T. Hoang, D. N. Nguyen and E. Dutkiewicz, ``A novel blockchain-based information management framework for Web 3.0,'' IEEE GLOBECOM, Cape Town, South Africa, Dec. 2024.
M. Aljumaie*, T. V. Khoa*, C. H. Nguyen*, D. T. Hoang, D. N. Nguyen and E. Dutkiewicz, ``Towards secure edge computing: Advanced machine learning techniques for detecting malicious computing tasks,'' IEEE GLOBECOM, Cape Town, South Africa, Dec. 2024.
P. V. Dinh*, D. N. Nguyen, D. T. Hoang, Q. U. Nguyen, T. H. Le, S. P. Bao and E. Dutkiewicz, ``A deep learning approach for outlier detection in heterogeneous data,'' IEEE GLOBECOM, Cape Town, South Africa, Dec. 2024.
M. Abughlwa*, D. N. Nguyen, D. T. Hoang and E. Dutkiewicz, ``Multi-user secrecy rate maximization in IRS-aided systems,'' IEEE GLOBECOM, Cape Town, South Africa, Dec. 2024.
C. H. Nguyen*, B. D. Manh*, D. T. Hoang, D. N. Nguyen, and E. Dutkiewicz, ``Towards secure AI-empowered vehicular networks: A federated learning approach using homomorphic encryption,'' IEEE VTC-Fall, Oct. 2024.
B. D. Manh*, C. H. Nguyen*, D. T. Hoang and D. N. Nguyen, ``Homomorphic encryption-enabled federated learning for privacy-preserving intrusion detection in resource-constrained IoV networks,'' IEEE VTC-Fall, Oct. 2024.
P. V, Dinh*, D. T. Hoang, N. Q. Uy, D. N. Nguyen, S. P. Bao, and E. Dutkiewicz, "Multiple-input auto-encoder for IoT intrusion detection systems with heterogeneous data", IEEE ICC, Denver, CO, USA, June 2024.
T. Viet Khoa*, D. H. Son, D. T. Hoang, N. L. Trung, T. T. T. Quynh, D. N. Nguyen, N. V. Ha, and E. Dutkiewicz, "Real-time cyberattack detection with collaborative learning for blockchain networks," IEEE WCNC, Dubai, United Arab Emirates, Apr. 2024.
N. Q. Hieu*, D. T. Hoang, D. N. Nguyen, E. Dutkiewicz, "Toward BCI-enabled Metaverse: A joint learning and resource allocation approach," in IEEE GLOBECOM, Kuala Lumpur, Malaysia, Dec. 2023.
V. D. Nguyen, T. X. Vu, N. T. Nguyen, D. C. Nguyen, M. Juntti, N. C. Luong, D. T. Hoang, D. N. Nguyen, and S. Chatzinotas, "Enabling intelligent traffic steering in a hierarchical open radio access network," in IEEE GLOBECOM, Kuala Lumpur, Malaysia, Dec. 2023.
N. Q. Hieu*, N. H. Chu*, D. T. Hoang, D. N. Nguyen, and E. Dutkiewicz, "A unified resource allocation framework for virtual reality streaming over wireless networks," in IEEE ICC 2023, pp. 1-6, Rome, Italy, May 2023.
H. M. Nguyen*, N. H. Chu*, D. N. Nguyen, D. T. Hoang, M. H. Ha, and E. Dutkiewicz, "Optimal privacy preserving in wireless federated learning over mobile edge computing," in IEEE ICC 2023, pp. 1-6, Rome, Italy, May 2023.
N. V. Huynh*, N. Q. Hieu*, N. H. Chu*, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, "Defeating eavesdroppers with ambient backscatter communications," in IEEE WCNC, pp. 1-6, Glasgow, Scotland, UK, Mar. 2023.
N. H. Chu*, D. N. Nguyen, D. T. Hoang, K. T. Phan, E. Dutkiewicz, D. Niyato, and T. Shu, "Dynamic resource allocation for Metaverse applications with deep reinforcement learning," in IEEE WCNC, pp. 1-6, Glasgow, Scotland, UK, Mar. 2023.
P. V. Dinh*, D. N. Nguyen, D. T. Hoang, N. Q. Uy, S. P. Bao, E. Dutkiewicz, "Balanced twin auto-encoder for IoT intrusion detection," in IEEE GLOBECOM, pp. 1-6, Rio de Janeiro, Brazil, 2022.
C. T. Nguyen*, D. T. Hoang, D. N. Nguyen, E. Dutkiewicz, "MetaChain: A novel blockchain-based framework for Metaverse applications," in Proceedings of IEEE VTC-Spring, pp. 1-5, Helsinki, Finland, 19-22 June 2022.
H. Dang-Ngoc*, D. N. Nguyen, D. T. Hoang, K. Ho-Van, E. Dutkiewicz, "Cooperative friendly jamming in swarm UAV-assisted communications with wireless energy harvesting," in Proceedings of IEEE VTC-Spring, pp. 1-6, Helsinki, Finland, 19-22 June 2022.
Y. Tan, Y. Long, S. Zhao, S. Gong, D. T. Hoang, and D. Niyato, "Energy minimization for wireless powered data offloading in IRS-assisted MEC for vehicular networks," in IWCMC, pp. 731-736, Dubrovnik, Croatia, 30 May - 3 June 2022.
L. Cui, Y. Long, D. T. Hoang and S. Gong, "Hierarchical learning approach for age-of-information minimization in wireless sensor networks," in IEEE WoWMoM, pp. 130-136, Belfast, UK, June 2022
Thai T. Vu*, D. T. Hoang, K. T. Phan, D. N. Nguyen, and E. Dutkiewicz, "Energy-based Proportional Fairness for Task Offloading and Resource Allocation in Edge Computing," in IEEE ICC 2022, pp. 1-6, Seoul, South Korea, Apr. 2022.
Y. M. Saputra*, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, "In-network caching and learning optimization for federated learning in mobile edge networks," in IEEE ICC 2022, pp. 1-6, Seoul, South Korea, Apr. 2022.
C. T. Nguyen*, D. N. Nguyen, D. T. Hoang, H. A. Pham, H. T. Nguyen, and E. Dutkiewicz, "Optimize coding and node selection for coded distributed computing over wireless edge networks," in IEEE WCNC, pp. 1-6, Austin, TX, USA, 10–13 Apr. 2022.
P. V. Dinh*, N. Q. Uy, D. N. Nguyen, D. T. Hoang, S. P. Bao and E. Dutkiewicz, "Twin variational auto-encoder for representation learning in IoT intrusion detection," in IEEE WCNC, Austin, TX, USA, 10–13 Apr. 2022.
L. M. Hoang, D. N. Nguyen, J. A. Zhang and D. T. Hoang, "Multiple correlated jammers suppression: A deep dueling Q-learning approach," in IEEE WCNC, pp. 1-6, Austin, TX, USA, 10–13 Apr. 2022.
N. V. Huynh*, D. T. Hoang, D. N. Nguyen and E. Dutkiewicz, "Dynamic optimal coding and scheduling for distributed learning over wireless edge networks" in IEEE GLOBECOM, pp. 1-6, Madrid, Spain, Dec. 2021.
Y. M. Saputra*, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, "Selective federated learning for on-road services in Internet-of-Vehicles," in IEEE GLOBECOM, pp. 1-6, Madrid, Spain, Dec. 2021.
Y. M. Saputra*, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, "Incentive mechanism for AI-based mobile applications with coded federated learning," in IEEE GLOBECOM, pp. 1-6. Madrid, Spain, Dec. 2021.
T. Q. Dinh, D. N. Nguyen, D. T. Hoang, P. T. Vu and E. Dutkiewicz, "Enabling large-scale federated learning over wireless edge networks," in IEEE GLOBECOM, pp. 1-6, Madrid, Spain, Dec. 2021.
Y. Liu, M. Wang, J. Xu, S. Gong, D. T. Hoang, and D. Niyato, "Boosting secret key generation for IRS-assisted symbiotic radio communications," in Proceedings of IEEE VTC-Spring, pp. 1-6, 25-28 Apr. 2021.
N. V. Huynh*, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, "Defeating reactive jammers with deep dueling-based deception mechanism," in IEEE ICC, pp. 1-6, Montreal, Canada, 14 - 23 June 2021.
L. Ismail, D. Niyato, S. Sun, D. T. Hoang, D. I. Kim and Y.-C. Liang, "Jamming mitigation in JRC systems via deep reinforcement learning and backscatter-supported intelligent deception strategy," in IEEE ICCCS, pp. 1053-1058, Chengdu, China, Apr. 2021.
N. H. Chu*, D. T. Hoang, D. N. Nguyen, N. V. Huynh*, and E. Dutkiewicz, "Fast or slow: An autonomous speed control approach for UAV-assisted IoT data collection networks," in IEEE WCNC, pp. 1-6, Nanjing, China, 29 Mar. - 1 Apr. 2021.
C. T. Nguyen*, D. T. Hoang, D. N. Nguyen, H. A. Pham, H. T. Nguyen, and E. Dutkiewicz, "Blockchain and Stackelberg game model for roaming fraud prevention and profit maximization," in IEEE WCNC, pp. 1-6, Nanjing, China, 29 Mar. - 1 Apr. 2021.
Y. Deng, Y. Zou, S. Gong, B. Lyu, D. T. Hoang, and D. Niyato, "Robust beamforming for IRS-assisted wireless communications under channel uncertainty," in IEEE WCNC, pp. 1-6, Nanjing, China, 29 Mar. - 1 Apr. 2021.
Y. M. Saputra*, D. T. Hoang, D. N. Nguyen, E. Dutkiewicz, and M. D. Mueck, "Common agency-based economic model for energy contract in electric vehicle networks," in IEEE GLOBECOM, pp. 1-6, Taipei, Taiwan, December 2020.
N. V. Huynh*, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, "Optimal beam association in mmWave vehicular networks with parallel reinforcement learning," in IEEE GLOBECOM, pp. 1-6, Taipei, Taiwan, Dec. 7 - 11, 2020.
N. T. Nguyen*, D. N. Nguyen, D. T. Hoang, N. V. Huynh*, N. H. Nguyen, Q. T. Nguyen, and E. Dutkiewicz, "Energy trading and time scheduling for energy-efficient heterogeneous low-power IoT networks," in IEEE GLOBECOM, pp. 1-6, Taipei, Taiwan, Dec. 7 - 11, 2020.
J. Lin, Y. Zou, X. Dong, S. Gong, D. T. Hoang and D. Niyato, "Deep reinforcement learning for robust beamforming in IRS-assisted wireless communications," in IEEE GLOBECOM, pp. 1-6, Taipei, Taiwan, Dec. 7 - 11, 2020.
Y. Zou, S. Gong, J. Xu, W. Cheng, D. T. Hoang, and D. Niyato, "Joint energy beamforming and optimization for intelligent reflecting surface enhanced communications," in IEEE WCNC Workshop, pp. 1-6, Seoul, South Korea, Apr. 2020.
B. Lyu, D. T. Hoang, S. Gong, and Y. Zhang, "Intelligent reflecting surface assisted wireless powered communication networks," in IEEE WCNC Workshop, pp. 1-6, Seoul, South Korea, Apr. 2020.
N. V. Huynh*, D. T. Hoang, D. N. Nguyen, E. Dutkiewicz, M. Mueck, "Defeating smart and reactive jammers with unlimited power," in IEEE WCNC, pp. 1-6, Seoul, South Korea, Apr. 2020.
C. T. Nguyen*, D. N. Nguyen, D. T. Hoang, H. A. Pham, H. T. Nguyen, and E. Dutkiewicz, "Blockchain and Stackelberg game model for roaming fraud prevention and profit maximization," in IEEE WCNC, pp. 1-6, Seoul, South Korea, Apr. 2020.
T. V. Khoa*, Y. M. Saputra*, D. T. Hoang, N. L. Trung, D. N. Nguyen, N. V. Ha, and E. Dutkiewicz, "Collaborative learning model for cyberattack detection systems in IoT industry 4.0," in IEEE WCNC, pp. 1-6, Seoul, South Korea, Apr. 2020.
Y. Zou, Y. Xie, C. Zhang, S. Gong, D. T. Hoang, and Dusit Niyato, "Optimization-driven hierarchical deep reinforcement learning for hybrid relaying communications," in IEEE WCNC, pp. 1-6, Seoul, South Korea, Apr. 2020.
N. V. Huynh*, D. N. Nguyen, D. T. Hoang, E. Dutkiewicz, M. Mueck, and S. Srikantesware, "Defeating jamming attacks with ambient backscatter communications," in IEEE ICNC, pp. 1-5, Hawaii, USA, Feb. 2020.
Y. M. Saputra*, D. T. Hoang, D. N. Nguyen, and E. Dutkiewicz, "JOCAR: A Jointly Optimal Caching and Routing Framework for Cooperative Edge Caching Networks," in IEEE GLOBECOM, pp. 1-6, Waikoloa, Hawaii, USA, Dec. 2019.
Y. M. Saputra*, D. T. Hoang, D. N. Nguyen, E. Dutkiewicz, M. D. Mueck, and Srikathyayani Srikanteswara, "Energy Demand Prediction with Federated Learning for Electric Vehicle Networks," in IEEE GLOBECOM, pp. 1-6, Waikoloa, Hawaii, USA, Dec. 2019.
T. T. Vu*, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, "QoS-Aware Fog Computing Resource Allocation using Feasibility-Finding Benders Decomposition," in IEEE GLOBECOM, pp. 1-6, Waikoloa, Hawaii, USA, Dec. 2019.
Y. Xie, Z. Xu, S. Gong, J. Xu, D. T. Hoang, and D. Niyato, "Backscatter-assisted hybrid relaying strategy for wireless powered IoT communications," in IEEE GLOBECOM, pp. 1-6, Waikoloa, Hawaii, USA, Dec. 2019.
D. T. Hoang, M. A. Alsheikh, S. Gong, D. Niyato, Z. Han, and Y.-C. Liang, "Defend jamming attacks: How to make enemies become friends," in IEEE GLOBECOM, pp. 1-6, Waikoloa, Hawaii, USA, Dec. 2019.
N. V. Huynh*, D. T. Hoang, D. N. Nguyen, and E. Dutkiewicz, "Real-time network slicing with uncertain demand: A deep learning approach," in IEEE ICC, pp. 1-6, Shanghai, China, 2019.
N. T. Nguyen*, N. V. Huynh*, D. T. Hoang, D. N. Nguyen, N. H. Nguyen, Q. T. Nguyen, and E. Dutkiewicz, "Energy management and time scheduling for heterogeneous IoT wireless-powered backscatter networks," in IEEE ICC, pp. 1-6, Shanghai, China, 2019.
L. Vu*, V. L. Cao, Q. U. Nguyen, D. N. Nguyen, D. T. Hoang, E. Dutkiewicz, "Learning latent distribution for distinguishing network traffic in intrusion detection system," in IEEE ICC, pp. 1-6, Shanghai, China, 2019.
N. V. Huynh*, D. T. Hoang, D. N. Nguyen, E. Dutkiewicz, D. Niyato, and P. Wang, "Reinforcement learning approach for RF-powered cognitive radio network with ambient backscatter," in IEEE GLOBECOM, pp. 1-6, Abu Dhabi, UAE, Dec. 2018.
T. T. Vu*, N. V. Huynh*, D. T. Hoang, D. N. Nguyen, and E. Dutkiewicz, "Offoading energy efficiency with delay constraint for cooperative mobile edge computing networks," in IEEE GLOBECOM, pp. 1-6, Abu Dhabi, UAE, Dec. 2018.
H. Wang, D. N. Nguyen, D. T. Hoang, E. Dutkiewicz, and Q. Cheng, "Real-time crowdsourcing incentive for radio environment maps: A dynamic pricing approach," in IEEE GLOBECOM, pp. 1-6, Abu Dhabi, UAE, Dec. 2018.
D. T. Hoang, D. Niyato, P. Wang, A. D. Domenico, and E. C. Strinati, "Optimal cross slice orchestration for 5G mobile services," in IEEE VTC, pp. 1-5, Chicago, USA, Aug. 2018.
D. T. Hoang, D. Niyato, P. Wang, S. S. Wang, D. Nguyen, and E. Dutkiewicz, "Stochastic programming approach for risk management in mobile cloud computing," in IEEE WCNC, pp. 1-6, Barcelona, Spain, Apr. 2018.
K. K. Nguyen, D. T. Hoang, D. Niyato, P. Wang, D. Nguyen, and E. Dutkiewicz, "Cyber attack detection in mobile cloud computing: A deep learning approach," in IEEE WCNC, pp. 1-6, Barcelona, Spain, Apr. 2018.
K. Suankaewmanee, D. T. Hoang, D. Niyato, S. Sawadsitang, P. Wang, and Z. Han, "Performance analysis and application of mobile blockchain," in IEEE ICNC, pp. 1-5, Hawaii, USA, Feb. 2018.
L. Dong, D. Niyato, D. I. Kim, and D. T. Hoang, "A joint scheduling and content caching scheme for energy harvesting access points with multicast," in IEEE GLOBECOM, pp. 1-6, Singapore, Dec. 2017.
D. T. Hoang, D. Niyato, and P. Wang, "Optimal cost-based cyber insurance policy management for mobile services," in IEEE VTC, pp. 1-5, Toronto, Canada, Oct. 2017.
D. T. Hoang, D. Niyato, P. Wang, and D. I. Kim, "Optimal time sharing in RF-powered backscatter cognitive radio networks," in IEEE ICC, pp. 1-6, Paris, France, May 2017.
D. T. Hoang, D. Niyato, P. Wang, D. I. Kim, and L. B. Le, "Overlay RF-powered backscatter cognitive radio networks: A game theoretic approach," in IEEE ICC, pp. 1-6, Paris, France, May 2017.
D. T. Hoang, D. Niyato, P. Wang, D. I. Kim, and Z. Han, "The tradeoff analysis in RF-powered backscatter cognitive radio networks," in IEEE GLOBECOM, pp. 1-6, Washington D.C, USA, Dec. 2016.
D. T. Hoang, and D. Niyato, "Information service pricing competition in Internet-of-Vehicle (IoV)," in IEEE ICNC, pp. 1-5, Hawaii, USA, Feb. 2016.
D. T. Hoang, D. Niyato, and N. T. Hung, "Optimal energy allocation policy for wireless networks in the sky," in IEEE ICC, pp. 3204-3209, London, UK, Jun. 2015.
D. T. Hoang, D. Niyato, P. Wang, and D. I. Kim, "Optimal decentralized control policy for wireless communication systems with wireless energy transfer," in IEEE ICC, pp. 2835-2840, Sydney, Australia, Jun. 2014.
D. T. Hoang, D. Niyato, and L. B. Le, "Simulation-based optimization for admission control of mobile cloudlets," in IEEE ICC, pp. 3764-3769, Sydney, Australia, Jun. 2014.
D. T. Hoang, D. Niyato, and D. I. Kim, "Cooperative bidding of data transmission and wireless energy transfer," in IEEE WCNC, pp. 1597-1602, Istanbul, Turkey, Apr. 2014.
D. T. Hoang, and D. Niyato, "Performance analysis for cognitive machine-to-machine communications," in IEEE ICCS, pp. 245-249, Singapore, Nov. 2012.
D. T. Hoang, D. Niyato, and P. Wang, "Optimal admission control policy for mobile cloud computing hotspot with cloudlet," in IEEE WCNC, pp. 3145-3149, Paris, France, Apr. 2012.
L. B. Le, D. T. Hoang, D. Niyato, E. Hossain, and D. I. Kim, "Joint load balancing and admission control in OFDMA-based femtocell," in IEEE ICC, pp. 5135-5139, Ottawa, Canada, Jun. 2012.
[Others]
B. Alrashed*, P. Nanda, D. T. Hoang, S. Alqahtani, R. Faquihi, O. Dighriri, E. Alzaid, and A. Aldahiri, ``PreCom-VFL: Enhancing embedding representation in vertical federated learning for medical data,'' in the Cyber Security in Networking Conference (CSNet), accepted in 2025.
B. Alrashed*, P. Nanda, D. T. Hoang, A. Aldahiri, H. Alhosainiand, and N. Alghamdi, ``PSpitNN: Privacy-preserving vertical federated learning with split neural networks for distributed patient data,'' in the Proceedings of the 22nd International Conference on Security and Cryptography - SECRYPT, pp. 13-24, 2025.
D. H. Son, B. D. Manh*, T. V. Khoa, N. L. Trung, D. T. Hoang, H. T. Minh, Y. Alem, and L. Q. Minh, "Semi-supervised learning for anomaly detection in blockchain-based supply chains," in the 23rd International Symposium on Communications and Information Technologies (ISCIT2024), Bangkok, Thailand, Sept. 2024.
H. H. Nguyen, T. G. Nguyen, D. T. Hoang, D. T. Le and T. V. Phan, "CARS: Dynamic cyberattack reaction in SDN-based networks with Q-learning," in Proceedings of International Conference on Advanced Technologies for Communications (ATC), Ho Chi Minh City, Vietnam, 14 - 16, Oct. 2021.
D. H. Son, T. T. T. Quynh, T. V. Khoa*, D. T. Hoang, N. L. Trung, N. V. Ha, D. Niyato, D. N. Nguyen, and E. Dutkiewicz, "An Effective Framework of Private Ethereum Blockchain Network for Smart Grid," in Proceedings of International Conference on Advanced Technologies for Communications (ATC), pp. 312-317, Ho Chi Minh City, Vietnam, 14 - 16, Oct. 2021.
T. Nguyen, T. Phan, D. T. Hoang, T. Nguyen and C. So-In, "Efficient SDN-based traffic monitoring in IoT networks with double deep Q-network," in CSoNet, pp. 26-38, Dallas, Texas, USA, Dec. 2020.
L. Vu*, H. V. Thuy, Q. U. Nguyen, T. N. Ngoc, D. N. Nguyen, D. T. Hoang, and E. Dutkiewicz, "Time series analysis for encrypted traffic classification: A deep learning approach," in ISCIT, Bangkok, Thailand, Sept. 2018.
Chapters in Books
Chapters in Books
L. Vu*, Q. U, Nguyen, D. T. Hoang, D. N. Nguyen, and E. Dutkiewicz, "A novel transfer learning model for intrusion detection systems in IoT Networks", in Emerging Trends in Cybersecurity Applications, Springer Publisher, 2023.
C. T. Nguyen*, D. T. Hoang, D. N. Nguyen, and E. Dutkiewicz, "Social distancing and related technologies: fundamental background", in Enabling Technologies for Social Distancing, Institution of Engineering and Technology (IET) Publisher, 2022.
Y. M. Saputra*, N. R. Rosyid, D. T. Hoang, and D. N. Nguyen, "Advanced sensing and automation technologies", in Enabling Technologies for Social Distancing, Institution of Engineering and Technology (IET) Publisher, 2022.
N. T. Nguyen*, T. X. Vu, D. T. Hoang, Diep N. Nguyen, and Eryk Dutkiewicz, "Open issues and future research directions", in Enabling Technologies for Social Distancing, Institution of Engineering and Technology (IET) Publisher, 2022.
Y. M. Saputra*, D. T. Hoang, D. N. Nguyen, E. Dutkiewicz, and D. Niyato, "Wireless Edge Caching for Mobile Social Networks," in Wireless Edge Caching: Modelling, Analysis and Optimization, Cambridge University Press, to be published 2019.
D. T. Hoang and D. Niyato, "RF-Based Energy Harvesting Cognitive Cellular Networks," in Handbook of Cognitive Radio, Springer, 2017.
D. T. Hoang, "Backscattering Wireless-Powered Communications," in Wireless Powered Communication Networks: Architectures, Protocols, and Applications, Cambridge University Press, 2016.
D. T. Hoang, "Cognitive Radio Networks with Wireless Energy Harvesting," in Wireless Powered Communication Networks: Architectures, Protocols, and Applications, Cambridge University Press, 2016.
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