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Publications

Books

  • T. Hoang, T. Q. Do, T. Q. Nguyen, H. T. Nguyen, L. Zhang, O. A. Dobre, T. Q. Duong, “Advanced Techniques for Optimal Sizing of Analog Integrated Circuit: Quantum Computing, Machine Learning, and Bio-inspired Optimization,” 1st ed. New York, USA: Wiley & IEEE Press, 2025.
  • A. Masaracchia, K. K. Nguyen, T. Q. Duong, V. Sharma, “Deep Reinforcement Learning for Reconfigurable Intelligent Surfaces and UAV Empowered Smart 6G Communications,” London, UK: The Institution of Engineering and Technology (IET), 2025
  • Q. Wu, T. Q. Duong, D. W. K. Ng, R. Schober, R. Zhang, “Intelligent Surfaces Empowered 6G Wireless Network,” 1st ed. New York, USA: Wiley & IEEE Press, 2024
  • H. Ahmadi, T. Q. Duong, A. Nag, V. Vishal, B. Canberk, “Digital Twins for 6G: Fundamental Theory, Technology and Applications,” 1st ed. London, UK: The Institution of Engineering and Technology (IET), 2024
  • T. Q. Duong, X. Zhou, V. Sharma, J. Zhang, and N. Yang, “Physical Layer Security for 6G Networks,” 1st ed. London, UK: The Institution of Engineering and Technology (IET), 2024

Book Chapters

  • K. Meng, Q. Wu, T. Q. Duong, D. W. K. Ng, R. Schober, and R. Zhang, “Introduction to Intelligent Surfaces,” in ” Intelligent Surfaces Empowered 6G Wireless Network “, Wiley & IEEE Press, 2023
  • A. Masaracchia, V. Sharma, M. Fahim, O. A. Dobre, and T. Q. Duong, “Digital Twin empowered Open RAN of 6G Networks,” IET Digital Twins for 6G: Fundamental Theory, Technology and Applications, 2024
  • D. V. Huynh, Y. Li, T. Do-Duy, E. Garcia-Palacios, and T. Q. Duong, “Digital Twin-enabled Aerial Edge Networks with Ultra-Reliable Low-Latency Communications,” Digital Twins for 6G: Fundamental Theory, Technology and Applications, 2024

Journals (112) [Students and Post-doc’s names are in bold font]

Accepted:

  1. H. Lee, Gyu Seon Kim, Emily Jimin Roh, Sungjoon Lee, Soohyun Park, Trung Q. Duong, and Joongheon Kim, “Quantum Jump to Connected Worlds: Paradigm Shifts in Mobility and Network Applications via Quantum Neural Networks,” IEEE Networks, Feb 2026 (accepted)
  2. E. Ak, T. Q. Duong, B. Canberk, “AI-Driven Performance Evaluation of Network Digital Twins for 6G: A Unified Taxonomy and Polymetric Twinning Index,” IEEE Communications Standard Magazine, Feb 2026 (accepted)
  3. S. Shakoor, N.-S. Vo, Q. N. Le, B. Canberk, H. Shin, and T. Q. Duong, “Weighted Sum Rate Maximization for RIS-mounted UAV-aided Cell-Free ISAC Systems,” IEEE Trans on Communications, Jan 2026 (accepted)
  4. B. Narottama, A. Paul, K. Singh, S. L. Cotton, H. Shin, T. Q. Duong, “Quantum Intelligence Networks: Integrating Communications into Learning,” IEEE Networks, Jan 2026 (accepted)
  5. O. Recy, B. Narottama, and T. Q. Duong, “Topology-Aware Quantum Graph Neural Networks for Sum-Rate Maximization in Fluid Antenna Systems,” IEEE Communications Letter, Jan 2026 (accepted)
  6. Y. Zheng, L. D. Nguyen, and T. Q. Duong, “Multi-Agent Deep Reinforcement Learning for Optimal Resource Allocation in AoI-Aware Energy-Efficient Platoon-Based C-V2X Networks,” IEEE Internet of Things Journal, Dec 2025 (accepted)
  7. T. Q. Nguyen, L. Zhang, O. A. Dobre, T. Hoang, T. Q. Duong, “Multi-Agent Reinforcement Learning in Designing the Low-Dropout Regulator Circuits,” ACM Transactions on Design Automation of Electronic Systems, Nov. 2025 (accepted)
  8. B. Narottama, B. Canberk, S. L. Cotton, H. Shin, G. K. Karagiannidis, and T. Q. Duong, “Non-Centralized Quantum Neural Networks for Cell-Free MIMO Systems,” IEEE Trans. on Wireless Communications, Nov 2025 (accepted)
  9. T. T. Bui, D. V. Huynh, V. Sharma, K. Singh, O. A. Dobre, H. Shin, and T. Q. Duong, “UAV-Assisted Physical Layer Security for Space–Air–Ground Integrated Networks (SAGIN) with Multiple Eavesdroppers,” IEEE Journal on Selected Areas in Communications, Nov 2025 (accepted)
  10. R. Raina, N. Simmons, D. E. Simmons, M. D. Yacoub, and T. Q. Duong, “To Trust or Not to Trust: On Calibration in ML-based Resource Allocation for Wireless Networks,” IEEE Trans. on Network Science and Engineering, Nov. 2025 (accepted)
  11. S. C. Prabhashana, D. V. Huynh, H. Jung, B. Canberk, S. L. Cotton, and T. Q. Duong, “Quantum Deep Reinforcement Learning for URLLC Satellite-Air-Ground Integrated Networks with Digital Twin Applications,” IEEE Internet of Things Journal, Nov 2025 (accepted)
  12. H. P. Y. Duong, B. D. E. McNiven, O. A. Dobre, S. M. A. Rizvi, H. Shin, T. T. Nguyen, and T. Q. Duong, “Quantum Machine Learning for Drug Discovery: Taxonomy, Research Challenges, and the Road Ahead,” ACM Computing Surveys, Oct 2025 (accepted)
  13. M. A. Khan, M. Anjum, D. Mishra, H. Jung, and T. Q. Duong, “DRL-based User Fairness in Beyond Diagonal RIS-assisted Extremely Large Antenna Array based Near-field Systems,” IEEE Wireless Communications Letter, Oct 2025 (accepted)
  14. Z. Li, J. Zhang, C. R. C. M. Da Silva, O. Yurduseven, T. Q. Duong, C. Fischione, and S. L. Cotton, “Efficient 6 GHz Wi-Fi based Occupancy Detection: Channel Model-Informed Feature Engineering and Random Forest Optimization,” IEEE Internet of Things Journal, Oct 2025 (accepted)
  15. F. Zaman, S. N. Paing, U. Khalid, T. Q. Duong, M. Z. Win, and H. Shin, “Counterfactual Quantum Communication: Dialogues in Quantum Shadows,” IEEE Communications Surveys & Tutorials, Oct 2025 (accepted)
  16. T. Lu, L. Chen, J. Zhang, C. Chen, T. Q. Duong, and M. Matthaiou, “Precoding Design for Key Generation in Extremely Large-Scale MIMO Near-Field Multi-User Systems,” IEEE Trans. on Information Forensics & Security, Sept 2025 (accepted)
  17. N. Q. T. Thoong, A. A. Cheema, B. Canberk, D. Thanh Tran, O. A. Dobre, T. Q. Duong, “Channel Estimation for Reconfigurable Intelligent Surface-aided 6G NOMA Systems: A Quantum Machine Learning Approach,” IEEE Trans. on Network Science and Engineering, Sept 2025 (accepted)
  18. Q.-A. Nguyen, N.-S. Vo, T. C. Lam, T. Do-Duy, H. Jung, and T. Q. Duong, “Joint Deterministic and Probabilistic Edge Caching Minimized Service Time for Cooperative Video Transmission in VANETs,” IEEE Trans. on Network Science and Engineering, Sept 2025, (accepted)
  19. B. Narottama, A. Ul Haq, J. A. Ansere, B. Canberk, S. L. Coton, H. Shin, and T. Q. Duong, “Quantum Deep Reinforcement Learning for Digital Twin-enabled 6G Networks and Semantic Communications: Tutorial on Adoptions and Security,” IEEE Trans. on Network Science and Engineering, Sept 2025 (Invited Paper) (most frequently accessed documents Jan 2026)
  20. D. V. Huynh, S. R. Khosravirad, S. L. Cotton, H. Shin, and T. Q. Duong, “Multi-Agent Reinforcement Learning for Optimal Resource Allocation in Space-Air-Ground Integrated Networks,” IEEE Internet of Things Journal, August 2025 (accepted)
  21. M. Megarry, V. Sharma, B. Canberk, and T. Q. Duong, “Detection of UE Metric Data Poisoning in O-RAN: Automated Risk Analysis and Resilience,” IEEE Communications Standard Magazine, July 2025 (accepted)
  22. S. M. A. Rizvi, U. Khalid, T. Q. Duong, and H. Shin, “Controlled Quantum Semantic Communication for Industrial CPS Networks,” IEEE Trans. on Network Science and Engineering,July 2025, (accepted)
  23. T. Lu, L. Chen, J. Zhang, and T. Q. Duong, “Multi-User Key Generation for Near-Field Extremely Large-Scale Antenna Array Communications,” IEEE Transactions on Information Forensics and Security, July 2025 (accepted)
  24. V. P. Pham, D. V. Huynh, E. Ak, L. D. Nguyen, B. Canberk, O. A. Dobre, T. Q. Duong, “Joint Optimal Design for Speed and Routing in Maritime Logistics for Green Supply Chain: A Quantum Approximate Optimization Algorithm Approach,” IEEE Internet of Things Journal, July 2025 (accepted)
  25. S. Shakoor, Q. N. Le, L. D. Nguyen, K. Singh, O. A. Dobre, and T. Q. Duong, “Max-Min Fairness in Active Aerial Reconfigurable Intelligent Surface-aided ISAC Network,” IEEE Trans. on Cognitive Communications and Networking, June 2025 (accepted) (most frequently accessed documents Jan 2026)
  26. J. A. Ansere, S. C. Prabhashana, O. A. Dobre, H. Shin, and T. Q. Duong, “Quantum Deep Deterministic Policy Gradient for Digital Twin-enabled Semantic IoV Networks,” IEEE Trans. on Network Science and Engineering, June 2025, (accepted) (most frequently accessed documents Jan 2026)
  27. V.-Linh Nguyen, L.-H. Nguyen, R.-H. Hwang, B. Canberk, T. Q. Duong, “Quantum Machine Learning for 6G Network Intelligence and Adversarial Threats,” IEEE Communications Standard Magazine, May 2025 (accepted) (most frequently accessed documents Jan 2026)
  28. N. Lae, S. Tariq, S. N. Paing, J. W. Setiawan, T. Q. Duong, and H. Shin, “Counterfactual Quantum Secret Sharing,” IEEE Trans. on Communications, May 2025 (accepted)
  29. A. Khan, J. W. Setiawan, S. N. Paing, T. Q. Duong, H. Shin, and M. Z. Win, “Controlled Quantum Anonymous Publication,” IEEE Journal on Selected Areas in Communications, May, 2025 (accepted)
  30. T.-H. Huang, C.-K. Wen, S.-H. Tsai, and T. Q. Duong, “AI-based CSI Feedback with Digital Twins: Real-World Validation and Insights,” IEEE Wireless Communications Letter, May 2025 (accepted)
  31. B. E. Arfeto, S. Tariq, U. Khalid, T. Q. Duong, O. A. Dobre, and H. Shin, “GenSC-6G: A Prototype Testbed for Integrated Generative AI, Quantum, and Semantic Communication,” IEEE Communications Magazine, May 2025 (accepted)
  32. F. Naz, M. Fahim, A. A. Cheema, B. D. E. McNiven, T.-V. Cao, R. Hunter, T. Q. Duong, “Air Quality and Healthy Ageing: Predictive Modelling of Pollutants using CNN Quantum-LSTM,” IEEE Access, May 2025 (accepted)
  33. T. C. Lam, N.-S. Vo, V. V. Lam, T. Hoang, M.-P. Bui, and T. Q. Duong, “Multi-rate Selection and Power Allocation Assisted Probabilistic Edge Caching for Cooperative Video Transmission in Dense D2D Networks,” Alexandria Engineering Journal, April, 2024 (accepted)
  34. D. V. Huynh, S. R. Khosravirad, V. Sharma, J. Kim, B. Canberk, and T. Q. Duong, “Carbon-Aware Edge Computing for Internet of Everything Networks: A Digital Twin Approach,” IEEE Internet of Things Journal, April 2025 (accepted)
  35. K. Wang, Y. Tang, T. Q. Duong, S. R. Khosravirad, O. A. Dobre, and G. K. Karagiannidis, “Multi-Tier Distributed Computing Systems by Leveraging Digital Twin: Challenges, Techniques, and Research Directions,” IEEE Wireless Communications Magazine, April 2025 (accepted
  36. B.-N. D. Tran, M. Fahim, B. D. E. McNiven, M. Guizani, H. Shin, and T. Q. Duong, “Quantum LSTM Model for Estimation of Energy Expenditure in Human Aging using Wearable IoT Healthcare Technology,” IEEE Internet of Things Journal, April 2025 (accepted)
  37. S. Shakoor, Q. N. Le, E.-K. Hong, B. Canberk, and T. Q. Duong, “Integrated Sensing and Communications for Reconfigurable Intelligent Surface-aided Cell-Free Networks, IEEE Communications Letter, April 2025 (accepted)
  38. T. T. Bui, D. V. Huynh, L. D. Nguyen, H. Jung, and T. Q. Duong, “Joint Phase-Shift Design and Power Control for Near-and Far-Field Communications in Extremely Large RIS-aided UAV Networks,” IEEE Internet of Things Journal, April 2025 (accepted)
  39. F.-H. Lin, T.-H. Huang, C.-K. Wen, T. Q. Duong, “Geo2ComMap: Deep Learning-Based MIMO Throughput Prediction Using Geographic Data,” IEEE Wireless Communications Letter, April 2025 (accepted)
  40. J. Yaswanth, P. Saikia, K. Singh, Y. H. Kim, and T. Q. Duong, “Active and STAR-RIS Assisted MIMO ISAC Systems with SWIPT,” IEEE Trans. on Cognitive Communications and Networking, March 2025 (accepted) (most frequently accessed documents Jan 2026)
  41. S. Singh, K. Singh, S. K. Singh, H. Shin, and T. Q. Duong, “Beamforming Design Towards Sum-Rate Maximization for Holographic Active RIS-aided Uplink Near-Field Communications,” IEEE Internet of Things Journal, March 2025 (accepted)
  42. U. Khalid, U. Inam Paracha, Z. Naveed, T. Q. Duong, M. Z. Win, and H. Shin, “Quantum Fusion Intelligence for Integrated Satellite-Ground Remote Sensing,” IEEE Wireless Communications Magazine, Feb 2025 (accepted)
  43. M. O. Butt, N. Waheed, T. Q. Duong, and W. Ejaz, “Quantum-Inspired Resource Optimization for 6G Networks: A Survey,” IEEE Communications Surveys & Tutorials, Dec 2024 (accepted)
  44. S. C. Prabhashana, D. V. Huynh, K. Singh, H.-J. Zepernick, O. A. Dobre, H. Shin, and T. Q. Duong, “Machine Learning-based Resource Allocation in 6G Integrated Space and Terrestrial Networks-aided Intelligent Autonomous Transportation,” IEEE Trans. on Intelligent Transportation Systems, Feb 2025 (accepted)
  45. S. Pala, K. Singh, O. Taghizadeh, C. Pan, O. A. Dobre, and T. Q. Duong, “Robust and Secure Multi-User STAR-RIS-Aided Communications: Optimization vs Machine Learning,” IEEE Trans. on Communications, Feb, 2025 (accepted)
  46. A. Masaracchia, D. V. Huynh, T. Q. Duong, O. A. Dobre, A. Nallanathan and B. Canberk, “The role of Digital Twin in 6G-based URLLCs: Current contributions, Research Challenges, and Next Directions,” IEEE Open Journal of the Communications Society, Feb, 2025 (accepted)
  47. A. Khan, T. T. Bui, J. ur Rehman, S. Chatzinotas, S. L. Cotton, O. A. Dobre, T. Q. Duong, and H. Shin, “Integrated Non-Terrestrial and Terrestrial Anonymous Quantum Networks,” IEEE Networks, Feb 2025 (accepted)
  48. S. Pala, K. Singh, C.-P. Li, O. A. Dobre, and T. Q. Duong, “Joint Beamforming Design and Sensing in Satellite and RIS-Enhanced Terrestrial Networks: A Federated Learning Approach,” IEEE Trans. on Cognitive Communications and Networking, Jan 2025 (accepted)
  49. V.-T. Hoang, V.-L. Nguyen, R.-G. Chang, P.-C. Lin, R.-H. Hwang, T. Q. Duong, “Adversarial Attacks Against Shared Knowledge Interpretation in Semantic Communications,” IEEE Trans. on Cognitive Communications and Networking, Jan 2025 (accepted)
  50. K. Duran, H. Shin, T. Q. Duong, and B. Canberk, “GenTwin: Generative AI-powered Digital Twinning for Adaptive Management in IoT Networks,” IEEE Trans. on Cognitive Communications and Networking, Jan 2025 (accepted)
  51. P. Singh, B. Hazarika, K. Singh, W.-J. Huang, and T. Q. Duong, “GenAI-Enhanced Federated Multi-Agent DRL for Digital Twin-Assisted IoV Networks,” IEEE Internet of Things Journal, Jan 2025 (accepted)
  52. B. Hazarika, P. Singh, K. Singh, S. L. Cotton, H. Shin, O. A. Dobre, T. Q. Duong, “Generative AI-augmented Graph Reinforcement Learning for Adaptive UAV Swarm Optimization,” IEEE Internet of Things Journal, Jan 2025 (accepted)
  53. M. Fahim, S. M. A. Kazmi, V. Sharma, H. Shin, and T. Q. Duong, “Edge Intelligence: A Deep Distilled Model for Wearables to Enable Proactive Eldercare,” IEEE Trans. on Artificial Intelligence, Jan 2025 (accepted).
  54. B. Wang, Y. Sun, O. A. Dobre, L. D. Nguyen, T. Q. Duong, “Digital Twin-enabled Task-driven UAV Communications Under Uncertainty,” IEEE Trans. on Vehicular Technology, Dec 2024 (accepted).
  55. D. V. Huynh, O. A. Dobre, and T. Q. Duong, “Optimal Service Placement for 6G Edge Computing with Quantum-Centric Optimisation in Real Quantum Hardware,” IEEE Communications Letter, Dec 2024 (accepted)
  56.  T. Q. Do, H. T. Nguyen, B. D. E. McNiven, T. Hoang, L. Zhang, O. A. Dobre, and T. Q. Duong, “An Auto-Adjusting Hybrid Quantum Genetic Algorithm-Spectra Platform for the Multi-objective Optimization of Analog Circuit Sizing,” Alexandria Engineering Journal, Dec, 2024 (accepted)
  57. B. You, I.-H. Lee, H. Jung, T. Q. Duong, and H. Shin, “Secure 3D Directional Modulation Using Subarrays Based on Planar Frequency Diverse Array with Nonuniform Frequency Offsets,” IEEE Trans. on Communications, Nov 2024 (accepted)
  58. B. Hazarika, K. Singh, Member, O. A. Dobre, C.-P. Li, and T Q. Duong, “Quantum-enhanced Federated Learning for Metaverse-empowered Vehicular Networks,” IEEE Trans. on Communications, Nov 2024 (accepted)
  59. L. V. Cakir, M. Ozdem, H. Ahmadi, B. Canberk, T. Q. Duong, “Internet of Twins (IoTw) Approach: Digital Twin as a Platform (DTaaP) Architecture,” IEEE Internet Computing, Nov, 2024 (accepted)
  60. Y. Tang, K. Wang, D. Niyato, J. Li, O. A. Dobre, and T. Q. Duong, “Blockchain-Based Secure Data Sharing and Prediction for Digital Twin-Empowered Healthcare,” IEEE Communications Magazine, Nov 2024 (accepted)
  61. K. Duran, L. V. Cakir, A. Fonzone, T. Q. Duong, and B. Canberk, “Digital Twin-empowered Green Mobility Management in Next-Gen Transportation Networks” IEEE Open Journal of Vehicular Technology, Oct 2024 (accepted)
  62. T. A. Lestari, S. Kurma, A. Paul, K. Singh, S. Cotton, and T. Q. Duong, “Exploiting Active STAR-RIS to enable URLLC in Digitally-Twinned Internet-of-Things Networks, IEEE Trans. on Communications, September 2024 (accepted)
  63. U. Khalid, J. ur Rehman, T. Q. Duong, O. A. Dobre, and H. Shin, “Quantum Property Learning for NISQ Networks: Universal Quantum Witness Machines,” IEEE Trans. on Communications, September 2024 (accepted)
  64. R. Allu, M. Katwe, K. Singh, S. L. Cotton, C.-P. Li, and T. Q. Duong, “Robust Beamforming Design for RSMA-Integrated Full-Duplex Communications: Energy and Spectral Efficiency Trade-off,” IEEE Trans on Green Communications and Networking, Sept, 2024 (accepted)
  65. L. V. Cakir, C. J. Thomson, M. Ozdem, B. Canberk, V.-L. Nguyen, and T Q. Duong, “Intelligent Digital Twin Communication Framework for Addressing Accuracy and Timeliness Tradeoff in Resource-Constrained Networks,” IEEE Trans. on Cognitive Communications and Networking, September 2024 (accepted)
  66. A. Masaracchia, V.-L. Nguyen, D. B. da Costa, E. Ak, B. Canberk, V. Sharma, and T. Q. Duong, “Towards 6G-enabled URLLCs: Digital Twin, Open RAN, and Semantic Communications,” IEEE Communications Standard Magazine, September 2024 (accepted)
  67. T. Do-Duy, A. Masaracchia, B. Canberk, L. D. Nguyen, and T. Q. Duong, “Throughput Maximisation in RIS-assisted NOMA-THz Communication Network,” IEEE Open Journal of the Communications Society, September 2024 (accepted)
  68. A. Shafie, N. Yang, C. Li, X. Zhou, and T. Q. Duong, “Spectrum Allocation for Multiuser Terahertz Communication Systems: An Unsupervised Learning Approach, IEEE Open Journal of the Communications Society, August, 2024 (accepted)
  69. S. Hussain, S. F. N. Bacha, A. A. Cheema, B. Canberk, and T. Q. Duong, “Geometrical Features based mmWave UAV Path Loss Prediction using Machine Learning for 5G and Beyond,” IEEE Open Journal of the Communications Society, August 2024 (accepted)
  70. S. N. Paing, F. Zaman, J. ur Rehman, T. Q. Duong, and H. Shin, “Counterfactual Quantum Protocols for Dialogue, Teleportation and Comparison,” IEEE Trans. on Communications, August 2024 (accepted)
  71. F. Naz, M. Fahim, A. A. Cheema, T.-V. Cao, R. Hunter, N. T. Viet, and T. Q. Duong, “Two Stage Feature Engineering to Predict Air Pollutants in Urban Areas” IEEE Access, August 2024 (accepted)
  72. S. Ghosh, K. Singh, H. Jung, C.-P. Li, and T. Q. Duong, “On the Performance of Rate Splitting Multiple Access for ISAC with Device-to-Multi-Device IoT Communications,” IEEE Trans. on Cognitive Communications and Networking, July 2024
  73. T. T. Bui, T. Q. Do, D. Van Huynh, T. Do-Duy, L. D. Nguyen, T.-V. Cao, V. Sharma, and T. Q. Duong, “Task Offloading Optimization for UAV-aided NOMA Networks with Coexistence of Near-field and Far-field Communications,” IEEE Trans. on Green Communications and Networking, June 2024 (accepted)
  74. A. Paul, K. Singh, C.-P. Li, O. A. Dobre, and T. Q. Duong, “Digital Twin-Aided Vehicular Edge Network: A Large-Scale Model Optimization by Quantum-DRL,” IEEE Trans. on Vehicular Technology, June 2024 (accepted)
  75. T. Q. Nguyen, T. Hoang, L. Zhang, O. A. Dobre, and T. Q. Duong, “A Survey on Smart Optimisation Techniques for 6G-oriented Integrated Circuits Design,” Springer Mobile Networks and Applications (MONET), May 2024 (accepted)

Published:

  1. Y. A. Ergu, V.-L. Nguyen, R.-H. Hwang, Y.-D. Lin, C.-Y. Cho, H.-K. Yang, H. Shin, T. Q. Duong, “Efficient Adversarial Attacks against DRL-based Resource Allocation in Intelligent O-RAN for V2X,” IEEE Trans. on Vehicular Technology, vol. 74, no. 1, Jan. 2025, pp. 1674 – 1686
  2. A. Paul, K. Singh, A. Kaushik, C.-P. Li, O. A. Dobre, M. Di Renzo, and T. Q. Duong, “Quantum-Enhanced DRL Optimization for DoA Estimation and Task Offloading in ISAC Systems,” IEEE Journal on Selected Areas on Communications, vol. 43, no. 1, Jan. 2025, pp. 364 – 381
  3. T. T. Bui, L. D. Nguyen, B. Canberk, V. Sharma, O. A. Dobre, H. Shin, and T. Q. Duong, “Digital Twin-empowered Integrated Satellite-Terrestrial Networks towards 6G Internet of Things,” IEEE Communications Magazine, vol. 62, no. 12, Dec. 2024, pp. 74-81
  4. V.-L. Nguyen, H.-P. Tsai, H. Shin, and T. Q. Duong, “Spatial Data Transformation and Vision Learning for Elevating Intrusion Detection in IoT Networks,” IEEE Internet of Things Journal, vol. 11, no. 24, Dec. 2024, pp. 41261 – 41272
  5. Y. Li, D. V. Huynh, V.-L. Nguyen, D.-B. Ha, H.-J. Zepernick, and T. Q. Duong, “Multi-Agent UAV-aided URLLC Mobile Edge Computing Systems: A Joint Communication and Computation Optimisation Approach,” IEEE System Journal, vol. 18, no. 4, Dec. 2024, pp. 1828 – 1838
  6. Y. Yigit, L. Maglaras, W. J. Buchanan, B. Canberk, H. Shin, and T. Q. Duong, “AI-enhanced Digital Twin Framework for Cyber-Resilient 6G Internet-of-Vehicles Networks,” IEEE Internet of Things Journal, vol. 11, no. 22, Nov. 2024, pp. 36168 – 36181
  7. D. V. Huynh, S. R. Khosravirad, S. Cotton, T. X. Vu, O. A. Dobre, H. Shin, and T. Q. Duong, “Joint Sensing, Communications, and Computing Design for 6G URLLC Service-Oriented MEC Networks,” IEEE Internet of Things Journal, vol. 11, no. 20, Oct. 2024, pp. 32429 – 32439
  8. Y, Lee, I.-H. Lee, H. Jung, and T. Q. Duong, “Performance Comparison between Coherent and Non-Coherent Approaches for Over-the-Air Computation,” IEEE Trans. on Vehicular Technology, vol. 73, no. 10, Oct. 2024, pp. 15826 – 15831
  9. A. Paul, R. Allu, K. Singh, C.-P. Li, and T. Q. Duong, “Hybridized MA-DRL for Serving xURLLC with Cognizable RIS and UAV Integration,” IEEE Trans. on Wireless Communications, vol. 23, no. 10, Oct. 2024, pp. 15507 – 15524
  10. M. S. Ulum, U. Khalid, J. W. Setiawan, T. Q. Duong, M. Z. Win, and H. Shin, “Variational Anonymous Quantum Sensing,” IEEE Journal on Selected Areas on Communications, vol. 42, no. 9, Sep. 2024, pp. 2275-2291
  11. Y. Yigit, H. Ahmadi, G. Yurdakul, B. Canberk, T. Hoang, and T. Q. Duong, “Digi-Infrastructure: Digital Twin-enabled Traffic Shaping with Low-Latency for 6G Smart Cities,” IEEE Communications Standard Magazine, vol. 8, no. 3, Sep. 2024, pp. 28-34
  12. R. Allu, M. Katwe, K. Singh, Member, T. Q. Duong, and C.-P. Li, “Robust Energy Efficient Beamforming Design for ISAC Full-Duplex Communication Systems,” IEEE Wireless Communications Letter, vol. 13, no. 9, Sep. 2024, pp. 2452 – 2456
  13. S. N. Paing, J. W. Setiawan, T. Q. Duong, D. Niyato, M. Win, and H. Shin, “Quantum Anonymous Networking: A Quantum Leap in Privacy,” IEEE Networks, vol. 38, no. 5, Sep. 2024, pp. 131-145
  14. S. Tariq, B. E. Arfeto, U. Khalid, S. Kim, T. Q. Duong, and H. Shin, “Deep Quantum-Transformer Networks for Multi-Modal Beam Prediction in ISAC Systems,” IEEE Internet of Things Journal, vol. 11, no. 18, Sep. 2024, pp. 29387 – 29401
  15. A. S. Parihar, K. Singh, V. Bhatia, C.-P. Li, and T. Q. Duong, “Performance Analysis of NOMA Enabled Active RIS-aided MIMO Heterogeneous Networks with Integrated Sensing and Communication,” IEEE Internet of Things Journal, vol. 11, no. 17, Sep. 2024, pp. 28137 – 28152
  16. P. Saikia, K. Singh, W.-J. Huang, T. Q. Duong, “Hybrid Deep Reinforcement Learning for Enhancing Localization and Communication Efficiency in RIS-aided Cooperative ISAC Systems,” IEEE Internet of Things Journal, vol. 11, no. 18, Sep. 2024, pp. 29494 – 29510
  17. S. Tariq, A. Farooq, J. Ur Rehman, T. Q. Duong, and H. Shin, “Efficient Quantum State Estimation with Low-rank Matrix Completion,” EPJ Quantum Technology, vol. 11, no. 50, August 2024, pp. 1 – 12
  18. M. Katwe, R. Deshpande, K. Singh, C. Pan, P. H. Ghare, and T. Q. Duong, “Spectral-Efficient Beamforming Design for STAR-RIS-aided URLLC NOMA Systems,” IEEE Trans. on Communications, vol. 72, no. 7, Jul. 2024, 4414 – 4431.
  19. P. Q. Truong, T. Do-Duy, A. Masaracchia, N.-S. Vo, V.-C. Phan, D.-B. Ha, and T. Q. Duong, “Computation Offloading and Resource Allocation Optimisation for Mobile Edge Computing-aided UAV-RIS Communications,” IEEE Access, vol. 12, August 2024, pp. 107971 – 107983
  20. S. Tariq, U. Khalid, B. E. Arfeto, T. Q. Duong, and H. Shin, “Integrating Sustainable Big AI: Quantum Anonymous Semantic Broadcast,” IEEE Wireless Communications Magazine, vol. 31, no.3, June 2024, pp. 86-99
  21. A. Paul, K. Singh, C.-P. Li, and T. Q. Duong, “Maximizing Interweave CRNs Throughput Under SSDF Attacks: A DRL-Enabled POMDP Approach, IEEE Communications Letters, vol. 28, no. 6, June 2024, pp. 1462 – 1466
  22. T. Lu, L. Chen, J. Zhang, C. Chen, and T. Q. Duong, “Reconfigurable Intelligent Surface-Assisted Key Generation for Millimetre-Wave Multi-User Systems,” IEEE Transactions on Information Forensics and Security, vol. 19, May, 2024, pp. 5373 – 5388.
  23. S. Kurma, M. Katwe, Keshav Singh, T. Q. Duong, and C.-P. Li, “Spectral-Energy Efficient Resource Allocation in RIS-Aided FD-MIMO Systems,” IEEE Trans. on Wireless Communications, vol. 23, no. 5, May 2024, pp. 5125 – 5141
  24. V. Sharma, R. Allu, S. K. Singh, K. Singh, T. Q. Duong, and T. A. Tsiftsis, “Robust Transmission Design in Multi-Objective RIS-aided SWIPT IoT Communications,” IEEE Internet of Things, vol. 11, no. 10, May 2024, pp. 18605 – 18618
  25. V.-L. Nguyen, R.-H. Hwang, B.-C. Cheng, Ying-Dar Lin, and T. Q. Duong, “Understanding Privacy Risks of High- Accuracy Radio Positioning and Sensing in Wireless Networks,” IEEE Communications Magazine, vol. 62, no. 5, May 2024, pp. 104-111
  26. A. Mondal, S. Ghosh, K. Singh, S. Biswas, and T. Q. Duong, “Extending RIS Life Span for Reliable Communication under Hardware Ageing Effects,” IEEE Open Journal of the Communications Society, May vol.5, May 2024, pp. 3395-3409.
  27. S. Liu, Y. Yu, H. Zhang, P. L. Yeoh, L. Guo, B. Vucetic, T. Q. Duong, and Y. Li, “Delay and Energy-Efficient Asynchronous Federated Learning for Intrusion Detection in Heterogeneous Industrial Internet of Things,” IEEE Internet of Things Journal, vol. 11, no. 8, April 2024, pp. 14739 – 14754
  28. J. ur Rehman, H. Al-Hraishawi, T. Q. Duong, S. Chatzinotas, and H. Shin, “On Estimating Time-Varying Pauli Noise,” IEEE Trans. on Communications, vol. 72, no. 4, April 2024, pp. 2079-2089
  29. S. N. Paing, J. W. Setiawan, M. Asad Ullah, T. Q. Duong, O. A. Dobre, and H. Shin, “Counterfactual Quantum Byzantine Consensus for Human-Centric Metaverse,” IEEE Journal on Selected Areas in Communications, vol. 42, no. 4, April 2024, pp. 905 – 918
  30. A. Masaracchia, D. V. Huynh, G. C. Alexandropoulos, B. Canberk, O. A. Dobre, and T. Q. Duong,”Towards the Metaverse Realization in 6G: Orchestration of RIS-enabled Smart Wireless Environments via Digital Twins,” IEEE Internet of Things Magazine, vol. 7, no. 2, March 2024, pp. 22 – 28
  31. A. Paul, K. Singh, C.-P. Li, and T. Q. Duong, “Reconfigurable Intelligent Surfaces-assisted Overlay Energy Harvesting-CRN under Resilient Primary User Outages, IEEE Communications Letter, vol. 28, no. 3, March 2024, pp. 712 – 716
  32. C. Nguyen, A. A. Cheema, C. Kurnaz, A. Rahimian, C. Brennan, T. Q. Duong, “Deep Learning Models for Time-Series Forecasting of RF-EMF in Wireless Networks,” IEEE Open Journal of the Communications Society, vol. 5, February 2024, pp. 1399 – 1414
  33. B. Hazarika, K. Singh, A. Paul, and T. Q. Duong, “Hybrid Machine Learning Approach for Resource Allocation of Digital Twin in UAV-aided Internet-of-Vehicles Networks,” IEEE Transactions on Intelligent Vehicles, vol. 9, no. 1, January 2024, pp. 2923 – 2939
  34. U. Khalid, J. ur Rehman, S. N. Paing, T. Q. Duong, and H. Shin, “Quantum Network Engineering in the NISQ Age: Principles, Missions, and Challenges,” IEEE Networks, vol. 38, no. 1, January 2024, pp.112 – 123
  35. K. Duran, M. Ozdem, T. Hoang, T. Q. Duong, B. Canberk, “Age of Twin (AoT): A New Digital Twin Qualifier for 6G Ecosystem,” IEEE Internet of Things Magazine, vol. 6, no. 4, Dec 2023, pp. 138 – 143.
  36. T. Hoang, T. N. Quoc, L. Zhang, and T. Q. Duong, “Novel Methods for Improved Particle Swarm Optimization in Designing the Bandgap Reference Circuit,” IEEE Access, vol. 11, December 2023, pp. 139964 – 139978
  37. A. Masaracchia, V. Sharma, M. Fahim, O. A. Dobre, and T. Q. Duong, “Digital Twin for Open RAN: Towards Intelligent and Resilient 6G Radio Access Networks,” IEEE Communications Magazine, vol. 61, no. 11, November 2023, pp. 112 – 118

Conferences (70)

  1. M. Chakraborty, S. Chandra, A. Nag, T. Q. Duong, M. Debbah, A. Mukherjee, “Comparative Analysis of Differential and Collision Entropy for Finite-Regime QKD in Hybrid Quantum Noisy Channels,” in Proc. of IEEE Wireless Communications and Networking Conference (WCNC’26), Kuala Lumpur, Malaysia, Apr 2026
  2. V. P. Pham, Q. N. Le, and T. Q. Duong, “Joint Time Allocation, Beamforming, and Antenna Location for Pinching Antenna-assisted Downlink Multiuser Systems,” in Proc. of IEEE International Conference on Communications (ICC’26), Glasgow, UK, June 2026
  3. O. Recy, B. Narottama, S. L. Cotton, T. Q. Duong, “Quantum Graph Neural Network for Joint Optimization of Pinching and Fluid Antenna Systems,” in Proc. of IEEE International Conference on Communications (ICC’26), Glasgow, UK, June 2026
  4. V.-H. Nguyen, Y. A. Ergu, R.-H. Hwang, T. Q Duong, V.-L. Nguyen, “Efficient Quantum Soft Actor-Critic Model for Dynamic Spectrum Sharing in Intelligent O-RAN,” in Proc. of IEEE International Conference on Communications (ICC’26), Glasgow, UK, June 2026
  5. Q. M. Nguyen, B. Narottama, M.-H. T. Nguyen, V. Sharma, Q. N. Le, and T. Q. Duong, “Enhancing Security in Near-Field Location Division Multiple Access by Variational Quantum Circuit,” in Proc. International Conference on Quantum Communications, Networking, and Computing (QCNC‘26), Kobe, Japan, Apr 2026 (Invited Paper)
  6. M. Zhao, M. Khalily, I. Yoo, T. Q. Duong, S. Cotton, and O. Yurduseven, “Reconfigurable Metasurface Aperture for Integrated Compressive Electromagnetic Sensing and Imaging,” in Proc. 20th European Conference on Antennas and Propagation (EuCAP’26), Dublin, Ireland, Apr 2026.
  7. P. Jain, T. Q. Duong, S. Ghosh, P.-Y. Wang, S. Cotton, O. Yurduseven, “An X-Band Leaky-Wave Dynamic Metasurface Antenna for Integrated Sensing and Communication,” in Proc. 20th European Conference on Antennas and Propagation (EuCAP’26), Dublin, Ireland, Apr 2026.
  8. V. P. Pham, D. V. Huynh, B. Canberk, S. L. Cotton, T. Q. Duong, “Joint Optimal Beamforming and Discrete Phase Shift Design in STAR-RIS with Quantum Optimization,” in Proc. International Conference on Computing, Networking and Communications (ICNC’26), Maui, Hawaii, Feb. 2026 (Invited Paper)
  9. G. F. R. Purba, B. Narottama, S. R. Khosravirad, S. L. Cotton, T. Q. Duong, “Quantum Connected Collaborative Learning with Superdense Coding for Wireless Internet-of-Everything Networks,” in Proc. Asilomar Conference on Signals, Systems, and Computers, Oct. 2025, Pacific Grove, CA (Invited Paper)
  10. S. Shakoor, Q. N. Le, and T. Q. Duong, “RIS-mounted UAV for Cell-Free ISAC Network: Joint Beamforming and Localization Optimization,” in Proc. of 7th Computing, Communications and IoT Applications Conference (ComComAp 2025), Madrid, Spain, December 2025 (Best Paper Award)
  11. M. Megarry, T. Q. Duong, and Vishal Sharma, “Defending AI-Enabled Radio Access Networks: Detection, Modelling and Resilience,” 20th RIA/URSI Research Colloquium on Radio Science and Communications, Dublin, Ireland, Oct 2025.
  12. T. T. Bui, V. Sharma, and T. Q. Duong, “Physical Layer Security for Integrated Satellite and Terrestrial Networks with UAV Communications,” 20th RIA/URSI Research Colloquium on Radio Science and Communications, Dublin, Ireland, Oct 2025.
  13. S. C. Prabhashana and T. Q. Duong, “Quantum Learning Framework for Digital Twin Driven Multimodel LLM Resource Optimization in 6G-enabled ISTN,” 20th RIA/URSI Research Colloquium on Radio Science and Communications, Dublin, Ireland, Oct 2025.
  14. D. V. Huynh, S. C. Prabhashana, H. Shin, T. Q. Duong, “Quantum Deep Q-Networks for Adaptive Resource Control in SAGIN-enabled Augmented Reality Systems,” in Proc. of IEEE Global Communications Conference (GLOBECOM’25) Workshop, Taipei, Taiwan, December 2025
  15. R. Raina, N. Simmons, D. E. Simmons, M. D. Yacoub, and T. Q. Duong, “Impact of Calibration in ML-Aided Wireless Resource Allocation,” in Proc. of IEEE Global Communications Conference (GLOBECOM’25) Workshop, Taipei, Taiwan, December 2025
  16. R. J. P. Agullana, K. Singh, A. Mukhopadhyay, H. Shin, and Trung Q. Duong, “Active Reconfigurable Intelligent Surface Assisted Near-Field Covert-Overt Communications,” in Proc. of IEEE Global Communications Conference (GLOBECOM’25), Taipei, Taiwan, December 2025
  17. P. Singh, W.-J. Huang, B. Hazarika, K. Singh, and T. Q. Duong, “Semantic-Aware Priority-Based Resource Allocation for C-V2X Platoons Using Transformer Encoding,” in Proc. of IEEE Global Communications Conference (GLOBECOM’25), Taipei, Taiwan, December 2025
  18. Y. Zheng, S. L. Cotton, H. Shin, and T. Q. Duong, “Quantum Neural Networks for MADRL-assisted Optimal Resource Allocation in Vehicular Networks,” in Proc. of IEEE Global Communications Conference (GLOBECOM’25), Taipei, Taiwan, December 2025
  19. U. Khalid, M. S. Ulum, T. Q. Duong, M. Z. Win, and H. Shin, “Noise-Robust Distributed Quantum Sensing: A Variational Quantum Approach,” in Proc. of IEEE Global Communications Conference (GLOBECOM’25), Taipei, Taiwan, December 2025
  20. S. C. Prabhashana, D. V. Huynh, O. A. Dobre, H. Shin, and T. Q. Duong, “Quantum DRL for Green UAV Positioning in 6G-Enabled SAGIN with Cooperative Nano-Satellite Constellations,” in Proc. of IEEE Global Communications Conference (GLOBECOM’25), Taipei, Taiwan, December 2025
  21. B. Hazarika, K. Singh, B. Canberk, and T. Q. Duong, “LLM-Based Telemetry Repair and Fault Detection in V2X Networks with Digital Twin Guidance,” in Proc. of IEEE Global Communications Conference (GLOBECOM’25), Taipei, Taiwan, December 2025
  22. L. V. Cakir, K. Huseynov, K. Duran, T. Q. Duong, B. Canberk, “Microservice-based Network Digital Twins: A Slicing Approach,” in Proc. of IEEE Global Communications Conference (GLOBECOM’25), Taipei, Taiwan, December 2025
  23. B. Hazarika, O. A. Dobre and T. Q. Duong, “Digital Twin and Semantic-Aware Multi-Agent RL for Maritime Search and Rescue Operations,” 2025 IEEE 36th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), Istanbul, Turkiye, September, 2025 (Invited Paper)
  24. T. M. C. Chu, M. I. Iqbal, H.-J. Zepernick, S. Khatibi, Y. Yong, F. Tavakoli, M. Jamil, R. Esslinger, and T. Q. Duong, “QoE of Syntax, Freeze, and Texture Repair Techniques for Digital Multimedia Broadcasting,” in Proc. of IEEE International Conference on Metaverse Computing, Networking, and Applications (IEEE MetaCom’25), Seoul, South Korea, August, 2025 (Invited Paper)
  25.   T. T. Bui, V. Sharma, A. Masaracchia, T. Q. Duong, “UAV-aided Optimal Physical Layer Security in Integrated Satellite and Terrestrial Networks,” in Proc. of IEEE International Conference on Smart Computing (SMARTCOMP), Cork, Ireland, June, 2025.
  26. N. Q. T. Thoong, A. A. Cheema, S. R. Khosravirad, O. A. Dobre, T. Q. Duong, “Deep Learning for Channel Estimation of 6G RIS-NOMA Systems with Hardware Impairments,” in Prof. of IEEE International Conference on Communications (ICC’25) Workshop, Montreal, Canada, June 2025. 
  27. S. C. Prabhashana, D. V. Huynh, and T. Q. Duong, “Quantum DRL for UAV-RIS-aided Maritime Communications with 6G Digital Twin Applications,” in Prof. of IEEE International Conference on Communications (ICC’25) Workshop, Montreal, Canada, June 2025. (Best Paper Award)
  28. E. Ak, D. V. Huynh, T. Q. Duong, “Quantum-enhanced Optimization for LNG Ship Routing: Integrating Digital Twins with QAOA”, in Prof. of IEEE International Conference on Communications (ICC’25) Workshop, Montreal, Canada, June 2025.
  29. S. Singh, K. Singh, S. K. Singh, A. Kaushik, and T. Q. Duong, “RSMA for Reconfigurable Holographic Surface-aided Downlink Near-Field Communication,” in Prof. of IEEE International Conference on Communications (ICC’25) Workshop, Montreal, Canada, June 2025
  30. A. S. Parihar, K. Singh, C.-P. Li, V. Bhatia, and T. Q. Duong, “On the Performance of NOMA-enabled Multi-Sector RIS-aided with ISAC,” in Prof. of IEEE International Conference on Communications (ICC’25) Workshop, Montreal, Canada, June 2025
  31. A. Paul, K. Singh, C.-P. Li, and T. Q. Duong, “Digital Twin-Enabled LSTM-Based Predictive Channel Estimation for MISO-NOMA Systems,” in Proc. IEEE International Conference on Computer Communications (INFOCOM’25) Workshop, London, UK, May 2025
  32. L. V. Nguyen, T. T. Nguyen, O. A. Dobre, and T. Q. Duong, “Digital Semantic Communication with Neural Image Compression,” in Proc. IEEE International Conference on Computer Communications (INFOCOM’25), London, UK, May 2025
  33. V. P. Pham, D. V. Huynh, B. D. E. McNiven, B. Canberk, O. A. Dobre, and T. Q. Duong, “Joint Optimal Design for Speed and Routing in Maritime Logistics: A Quantum-Centric Optimization Approach,” in Proc. International Conference on Quantum Communications, Networking, and Computing (QCNC‘25), Nara, Japan, Mar 2025 (Invited Paper)
  34. T. Q. Do, L. Zhang, O. A. Dobre, T. Hoang, T. Q. Duong, “Topology and Parameter Optimization of High-Order Δ-Σ Modulators Towards Superior Efficiency and Stability with Multi-Agent Reinforcement Learning,” in Proc. of IEEE International Symposium on Circuits and Systems (ISCAS’25), London, UK, May 2025
  35. T. Q. Nguyen, L. Zhang, O. A. Dobre, T. Hoang, T. Q. Duong, “Multi-Agent Proximal Policy Optimization Applications in Low-Dropout Regulator Design,” in Proc. of IEEE International Symposium on Circuits and Systems (ISCAS’25), London, UK, May 2025
  36. B. Hazarika, P. Singh, K. Singh, O. A. Dobre, and T Q. Duong, “Dynamic UAV Swarm Control in Disaster Recovery via GenAI-based Graph Reinforcement Learning,” in Proc. of IEEE International Conference on Communications (ICC’25), Montreal, Canada, June 2025
  37. J. A. Ansere, S. C. Prabhashana, O. A. Dobre, T. Q. Duong, “Quantum Machine Learning DDPG for Digital Twin Semantic Vehicular Networks,” in Proc. IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN’25), Barcelona, Spain, May 2025 (Invited Paper)
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