Quan LE-TRUNG, Dang Van Huynh, Nhan LY-TRONG, "Hệ thống tái cấu hình, tái lập trình các thiết bị ngoại vi từ xa qua mạng trong phòng thí nghiệm ảo," Bằng độc quyền sáng chế, Số bằng sáng chế: (VN) 1-0056741 B, 03/2026.
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, The Institution of Engineering and Technology (IET), ISBN-13: 978-1-83953-745-5, 2024 [e-book].
D. V. Huynh, S. R. Khosravirad, Y. Peng, A. Masaracchia, T. Q. Duong, "Industrial IoTs Clustering, Joint Blocklength and Power Optimisation for Relay Robots-Aided URLLC in 5G Factory Automation", in "Ultra-Reliable and Low-Latency Communications: Theory and Practice", Wiley & IEEE Press, 2023 [online].
Quan LE-TRUNG, Dang Huynh-Van, and Thuat Nguyen-Khanh, (2020), "Internet of Things Technologies and Applications" VNUHCM publisher, December 2020, Textbook in Vietnamese "Giáo trình "Công nghệ Internet of Things và ứng dụng".
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H.-Y. Vo-Thi, D. V. Huynh, S. Nguyen-Ngoc, N. C. Luong, T. Do-Duy, "Stream–Waveguide Association for Minimizing Worst-User Spatial Secrecy Outage in Multi-Waveguide SWANs", in IEEE Wireless Communications Letters, Nov. 2026 [accepted]
T-D. Tran, H.-P. Quang-Dai, D. V. Huynh, and V-Hau Pham, "Q-Relay: Scaling Post-Quantum Cross-Chain IoT Networks via Asynchronous State Channels and Deep Reinforcement Learning", in IEEE Internet of Things Journal, Nov. 2026 [accepted]
A. T. Duong, H. Dao, T. A. Le, H. X. Nguyen, Q. L-Trung, and D. V. Huynh, "GRADFA: A Unified Gradient-Based Attribution Framework for Backdoor Detection and Mitigation in DRL-Based O-RAN xApps", in IEEE Open Journal of the Communications Society, vol. 7, pp. 12994-13014, 2026, [abstract/PDF]
T. D. Hao, H. H. Hoang, L H. Hien, D. V. Huynh, Q. Le-Trung, V-Hau Pham, P. T. Duy, "MORPH-IDS: A Context-Driven Multi-Agent Reinforcement Learning Framework for Drift-Aware Moving Target Defense in Adversarial-Robust Intrusion Detection", in Computer Networks, Jul. 2026 [abstract][PDF]
V. P. Pham, D. V. Huynh, Haejoon Jung, B. Canberk, S. L. Cotton, Hyundong Shin, T. Q. Duong, "Hybrid Quantum-Classical Optimization for Joint Beamforming and Discrete Phase Shift Design in STAR-RIS 6G Networks" in IEEE Internet of Things Journal, May 2026 [abstract][PDF].
T. T. Khang, T. H. Duc, D. V. Huynh, V.-H. Pham, P. T. Duy, "P4P: A Probe-Guided Anti-Poisoning Defense for Federated Learning-based Intrusion Detection in IoT Networks under Non-IID Data", in Journal of Network and Computer Applications, vol. 251, Jul. 2026 [abstract]
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", in IEEE Journal on Selected Areas in Communications, vol. 44, pp. 1888-1902, 2026 [abstract][PDF]
S. C. Prabhashana, D. V. Huynh, H. Jung, C. Berk, S. L. Cotton, and T. Q. Duong, "Quantum Deep Reinforcement Learning for URLLC Satellite-Air-Ground Integrated Networks with Digital Twin Applications", in IEEE Internet of Things Journal, vol. 13, no. 3, pp. 4230-4246, Feb., 2026 [abstract][PDF]
D. V. Huynh, S. R. Khosravirad, Simon L. Cotton, Hyundong Shin, and T. Q. Duong, "Multi-Agent Reinforcement Learning for Optimal Resource Allocation in Space-Air-Ground Integrated Networks", in IEEE Internet of Things Journal, vol. 13, no. 3, pp. 3618-3629, Feb. 2026 [abstract][PDF].
V. P. Pham, D. V. Huynh, E. Ak, L. D. Nguyen, O. A. Dobre, B. Canberk, and T. Q. Duong, "Joint Optimal Design for Speed and Routing in Maritime Logistics for Green Supply Chain: A Quantum Approximate Optimization Algorithm Approach", in IEEE Internet of Things Journal, vol. 12, no. 19, pp. 39556-39571, Oct. 2025 [abstract][PDF]
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", in IEEE Internet of Things Journal, vol. 12, no. 15, pp. 29240-29251, Aug. 2025 [abstract][PDF]
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", in IEEE Internet of Things Journal, vol. 12, no. 13, pp. 22658-22668, Jul. 2025 [abstract][PDF].
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", in IEEE Open Journal of the Communications Society, vol. 6, pp. 1202-1215, 2025 [PDF] (Top 5 most popular papers on Digital Twin 2025)
S. C. Prabhashana, D. V. Huynh, K. Singh, H.-J. Zepernick, A. Dobre, H. Shin and T. Q. Duong, "Machine Learning-based Resource Allocation in 6G Integrated Space and Terrestrial Networks-aided Intelligent Autonomous Transportation", in IEEE Transactions on Intelligent Transportation Systems, vol. 26, no. 10, pp. 17750-17762, Oct. 2025 [abstract] [PDF].
D. V. Huynh, A. Dobre, and T. Q. Duong "Optimal Service Placement for 6G Edge Computing with Quantum-Centric Optimisation in Real Quantum Hardware", IEEE Communications Letters, vol. 29, no. 3, pp. 448-452, Mar. 2025 [abstract][PDF].
T. T. Bui, T. Q. Do, D. V. Huynh, T. Do-Duy, Long D. Nguyen, Tuan-Vu Cao, V. Sharma, and Trung Q. Duong "Task Offloading Optimization for UAV-aided NOMA Networks with Coexistence of Near-field and Far-field Communications", in IEEE Transactions on Green Communications and Networking, vol. 9, no. 1, pp. 327-337, Mar. 2025 [abstract][PDF].
Y.Li, D. V. Huynh, V-L. Nguyen, D-B. Ha, H. J. Zepernick, T. Q. Duong, "Multiagent UAV-Aided URLLC Mobile Edge Computing Systems: A Joint Communication and Computation Optimization Approach", in IEEE System Journal, vol. 18, no. 4, pp. 1828-1838, Dec. 2024 [abstract][PDF].
D. V. Huynh, S. R. Khosravirad, S. Cotton, Thang X. Vu, O. A. Dobre, H. Shin, and T. Q. Duong, "Joint Sensing, Communications, and Computing Design for 6G URLLC Service-Oriented MEC Networks", in IEEE Internet of Things Journal, vol. 11, no. 20, pp. 32429-32439, Oct. 2024 [abstract][PDF].
A. Masaracchia, D. V. Huynh, G. C. Alexandropoulos, B. Canberk, A. Dobre, and T. Q. Duong "Towards the metaverse realization in 6G: orchestration of RIS-enabled smart wireless environments via digital twins", in IEEE Internet of Things Magazine, vol. 7, no. 2, pp. 22-28, Mar. 2024 [abstract][PDF].
D. V. Huynh, V.-D. Nguyen, S. R. Khosravirad, G. K. Karagiannidis, and Trung Q. Duong, "Distributed Communication and Computation Resource Management for Digital Twin-aided Edge Computing with Short-Packet Communications", in IEEE Journal on Selected Areas in Communications, vol. 41, no. 10, pp. 3008 - 3021, Oct. 2023 [abstract][PDF].
T. Q. Duong, D. V. Huynh, S. R. Khosravirad, V. Sharma, O. A. Dobre, H. Shin, "From Digital Twin to Metaverse: The Role of 6G Ultra-Reliable and Low-Latency Communications with Multi-tier Computing", in IEEE Wireless Communications, vol. 30, no. 3, pp. 140 - 146, Jun. 2023 [abstract].(top 50 most frequently accessed documents to Oct. 2023).
D. V. Huynh, V.-D. Nguyen, S. Chatzinotas, S. R. Khosravirad, H. V. Poor, and T. Q. Duong, "Joint Communication and Computation Offloading for Ultra-Reliable and Low-Latency with Multi-tier Computing", in IEEE Journal on Selected Areas in Communications, vol. 41, no. 2, pp. 521 - 537, Feb. 2023 [abstract][PDF].
D. V. Huynh, V.-D. Nguyen, S. R. Khosravirad, V. Sharma, O. A. Dobre, H. Shin and T. Q. Duong, "URLLC Edge Networks with Joint Optimal User Association, Task Offloading, and Resource Allocation: A Digital Twin Approach", in IEEE Transactions on Communications, vol. 70, no. 11, pp. 7669-7682, Nov. 2022. [abstract][PDF].
T. Q. Duong, L. D. Nguyen, B. Narottama, J. A. Ansere, D. V. Huynh and H. Shin, "Quantum-inspired Real-time Optimisation for 6G Networks: Opportunities, Challenges, and the Road Ahead," in IEEE Open Journal of the Communications Society, vol. 3, pp. 1347-1359, 2022 [PDF].
D. V. Huynh, S. R. Khosravirad, A. Masaracchia, O. A. Dobre and T. Q. Duong, "Edge Intelligence-based Ultra-Reliable and Low-Latency Communications for Digital Twin-enabled Metaverse", in IEEE Wireless Communications Letters, vol. 11, no. 8, pp. 1733-1737, Aug. 2022. [abstract][PDF] (top 50 most frequently accessed documents to Jan. 2024).
Y. Li, D. V. Huynh, T. Do-Duy, E. Garcia-Palacios, and T. Q. Duong, "Unmanned Aerial Vehicles-aided Edge Networks with Ultra-Reliable Low-Latency Communications: A Digital Twin Approach", in IET Signal Processing [abstract][PDF].
T. Do-Duy, D. V. Huynh, O. A. Dobre, B. Canberk, and T. Q. Duong, "Digital Twin-aided Intelligent Offloading with Edge Selection in Mobile Edge Computing", in IEEE Wireless Communications Letters, vol. 11, no. 4, pp. 806-810, April 2022 [abstract][PDF]
D. V. Huynh, T. Do-Duy, L. D. Nguyen, M. -T. Le, N. -S. Vo and T. Q. Duong, "Real-Time Optimized Path Planning and Energy Consumption for Data Collection in Unmanned Ariel Vehicles-Aided Intelligent Wireless Sensing," in IEEE Transactions on Industrial Informatics, vol. 18, no. 4, pp. 2753-2761, April 2022 [abstract][PDF].
Dang Huynh-Van, and Quan LE-TRUNG, (2020), "SD-IoTR: An SDN-based Internet of Things Reprogramming Framework", IET Networks, Vo. 9, Issue 6, p. 305 – 314, Nov. 2020 [PDF].
D. M. Tao, A. N. H. Phan, H. T. Nguyen, D. V. Huynh, K. H. Nghi, V-H. Pham, P. T. Duy, "Benchmarking Classical and Quantum Classifiers for Windows PE Malware Detection under Functionality-Preserving Evasion Attacks", in Proceedings of 20th International Conference on Network and System Security & 12th International Symposium on Security and Privacy in Social Networks and Big Data, Oct. 30-Nov. 1, 2026, Hangzhou, China.
Q. T. Kiet, L. S. Liem, L. T. G. Bao, N. H. Khoa, D. V. Huynh, V-H. Pham, P. T. Duy, "Adversarial Robustness of Quantum Learning-based Intrusion Detection Systems in IoT Networks", in Proceedings of the 32nd IEEE International Conference on Parallel and Distributed Systems (ICPADS 2026), Nov. 22-26, 2026, Tokyo, Japan.
Hang-Uyen Vo-Thi, Dang Van Huynh, Nguyen Ngoc Son, Nguyen Cong Luong, Tan Do-Duy, "Secrecy Outage Characterization for Segmented Waveguide near-Field Pinching-Antenna Systems", IEEE ATC 2026, Oct.15-17, 2026, Quy Nhon city, Vietnam
Hung Le-Trung, Hoang Le-Minh, Thuat Nguyen-Khanh, Dang Van Huynh, and Quan Le-Trung, “A Digital Twin Framework for Real-Time Monitoring and Predictive Energy Management in Smart Homes,” in Proceedings of the 8th International Conference on Green Technology and Sustainable Development (GTSD 2026), July 30-31, 2026, Ho Chi Minh city, Vietnam
Phu Tran-Hoai, Chuong Dang-Le-Bao, Dang Van Huynh, and Quan Le-Trung, "Diffusion Policy Optimization for Autonomous UAV Navigation in GNSS-Denied Cluttered Environments", in Proceedings of the 2nd International Conference on Intelligent Aerial Access and Applications (IAAA 2026), July 27-29, 2026, Ho Chi Minh City, Vietnam
Phuc Nguyen-Duong-Hoang, Tai Phan-Van, Chuong Dang-Le-Bao, Dang Van Huynh, and Quan Le-Trung, "DT-MARL-UAV: Safe Multi-UAV Trajectory Coordination via Digital Twin-Assisted Multi-Agent Reinforcement Learning", in Proceedings of the 2nd International Conference on Intelligent Aerial Access and Applications (IAAA 2026), July 27-29, 2026, Ho Chi Minh City, Vietnam
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) [PDF]
D. V. Huynh, S. C. Prabhashana, H. Shin and T. Q. Duong, "Quantum Deep Q-Networks for Adaptive Resource Control in SAGIN-enabled Augmented Reality Systems", in Proc. IEEE Global Communications Conference Workshops (GLOBECOM'25-Workshops), 8–12 December 2025, Taipei, Taiwan.
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. IEEE Global Communications Conference (GLOBECOM'25), 8–12 December 2025, Taipei, Taiwan.
S. C. Prabhashana, D. V. Huynh, and T. Q. Duong, "Quantum DRL for UAV-RIS-aided Maritime Communications with 6G Digital Twin Applications", in Proc. IEEE International Conference on Communications Workshops (ICC'25-Workshops), 8–12 June 2025, Montreal, Canada [PDF] (Best Paper Award).
E. Ak, D. V. Huynh, T. Q. Duong, “Quantum-enhanced Optimization for LNG Ship Routing: Integrating Digital Twins with QAOA”, in Proc. IEEE International Conference on Communications Workshops (ICC'25-Workshops), 8–12 June 2025, Montreal, Canada.
V. P. Pham, D. V. Huynh, B.D. E. McNiven, O. A. Dobre, B. Canberk, and T. Q. Duong, "Joint Optimal Design for Speed and Routing in Maritime Logistics with Quantum Optimization", in Proc. International Conference on Quantum Communications, Networking, and Computing (QCNC 2025), Mar. 31-Apr. 2, 2025, Nara, Japan (Invited Paper).
D. V. Huynh, S. R. Khosravirad, S. Cotton, O. A. Dobre, and T. Q. Duong, "DRL-based Optimisation for Task Offloading in Space-Air-Ground Integrated Networks: A Reliability-Driven Approach", in Proc. IEEE International Conference on Communications (ICC'25), 8–12 June 2025, Montreal, Canada [PDF].
S. C. Prabhashana, D. V. Huynh, K. Singh, H.-J. Zepernick, A. Dobre, H. Shin and T. Q. Duong, "Aerial Reconfigurable Intelligent Surface-enabled SAGIN with LSTM-enhanced DRL Model", in Proc. IEEE International Conference on Communications (ICC'25), 8–12 June 2025, Montreal, Canada [PDF].
D. V. Huynh, S. R. Khosravirad, V. Sharma, B. Canberk, O. A. Dobre, and T. Q. Duong, "Digital Twin-enabled Low-Carbon Sustainable Edge Computing for Wireless Networks", in Proc. IEEE Global Communications Conference (GLOBECOM'24), 8–12 Dec. 2024, Cape Town, South Africa.
T. Do-Duy, D. V. Huynh, E. G.Garcia-Palacios, T.-V. Cao, V. Sharma, and T. Q. Duong, "Joint Computation and Communication Resource Allocation for Unmanned Aerial Vehicle NOMA Systems", in Proc. IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (IEEE CAMAD), 6–8 Nov. 2023, Edinburgh, Scotland (Best Paper Award).
D. V. Huynh, Y. Li, A. Masaracchia, T. Hoang, and Trung Q. Duong, "Optimal Resource Allocation for 6G UAV-enabled Mobile Edge Computing with Mission-Critical Applications", in Proc. IEEE International Conference on Metaverse Computing, Networking and Applications (IEEE MetaCom 2023), June 26-28, 2023, Kyoto, Japan.
D. V. Huynh, V.-D. Nguyen, O. A. Dobre, S. R. Khosravirad, and T. Q. Duong, "Adaptive Service Placement, Task Offloading and Bandwidth Allocation in Task-Oriented URLLC Edge Networks ", in Proc. IEEE International Conference on Communications (ICC'23), 28 May – 01 June 2023, Rome, Italy.
D. V. Huynh, V.-D. Nguyen, S. R. Khosravirad, and T. Q. Duong, "Fairness-aware Latency Minimisation in Digital Twin aided Edge Computing with Ultra-Reliable and Low-Latency Communications: A Distributed Optimisation Approach", in Proc. 56th Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, Oct. 30th - Nov 2nd, 2022 (Invited Paper).
T. Q. Duong, D. V. Huynh, Y. Li, E. Garcia-Palacios, K. Sun, "Digital Twin-enabled 6G Aerial Edge Computing with Ultra-Reliable and Low-Latency Communications", in Proc. IEEE 1st International Conference on 6G Networking (6GNet 2022), Paris, France, July 6 to 8, 2022 (invited paper) [abstract].
D. V. Huynh, V.-D. Nguyen, V. Sharma, O. A. Dobre, and T. Q. Duong, "Digital Twin Empowered Ultra-Reliable and Low-Latency Communications-based Edge Networks in Industrial IoT Environment", in Proc. IEEE International Conference on Communications (ICC'22), 16–20 May 2022, Seoul, South Korea.
D. V. Huynh, V.-D. Nguyen, S. R. Khosravirad, and T. Q. Duong, "Minimising Latency for Edge-Cloud Systems with Ultra-Reliable and Low-Latency Communications", in Proc. IEEE International Conference on Communications (ICC'22), 16–20 May 2022, Seoul, South Korea.
D. V. Huynh, S. R. Khosravirad, L. D. Nguyen, T. Q. Duong, "Multiple Relay Robots-Assisted URLLC for Industrial Automation with Deep Neural Networks", in Proc. IEEE Global Communications Conference (GLOBECOM'21) , 7-11 Dec. 2021, Madrid, Spain [abstract].
Tuan Le-Anh, Quan Ngo-Van, Phuong Vo-Huy, Dang Huynh-Van, and Quan LE-TRUNG, (2021), "A Container-based Edge Computing System for Smart Healthcare Applications," Springer Iniscom'2021, Print ISBN 978-3-030-77423-3, Online ISBN 978-3-030-77424-0, Apr.22-23 2021, Hanoi city, Vietnam [abstract]
Hung Le-Viet , Dang Huynh-Van, and Quan LE-TRUNG, (2019), "UiTiOt-Vlab: A Low Cost Physical IoTs Testbed Based on Over-The-Air Programming Approach" 5th EAI International Conference on Industrial Networks and Intelligent Systems (INISCOM2019), Aug. 19-20, 2019, Ho Chi Minh City, Vietnam [abstract]
Dang Huynh-Van, Ngan Le-Thi-Chau, Khoa Ngo-Khanh, and Quan LE-TRUNG, (2019), "Towards an Integration of AES Cryptography into Deluge Dissemination Protocol for Securing IoTs Reconfiguration," IEEE RIVF'2019, March.20-22 2019, Danang city, Vietnam [abstract]
Nhan Ly-Trong, Chuong Dang-Le-Bao, Dang Huynh-Van, and Quan LE-TRUNG, (2018), "UiTiOt v3: A Hybrid Testbed for Evaluation of Large-Scale IoT Networks," ACM SoICT’2018, ISBN: 978-1-4503-6539-0, page 155-162, Dec.06-07 2018, Danang city, Vietnam [abstract]
Dang Huynh-Van, Ngan Le-Thi-Chau, Khoa Ngo-Khanh and Quan LE-TRUNG, (2018), "Development and Deployment of An IoT-based Reconfigurable System: A Case Study for Smart Garden," 4th EAI International Conference on Industrial Networks and Intelligent Systems, Print ISBN: 978-3-030-05872-2, Online ISBN: 978-3-030-05873-9, book series (LNICST, volume 257, page 243-252)Aug. 27-28, 2018, Da Nang, Vietnam[abstract]
Dang Huynh-Van, Khanh Tran-Quoc, and Quan LE-TRUNG, (2018), "An Empirical Study on Approaches of Internet of Things Reconfiguration," IEEE ICCE’2018, ISBN for IEEEXPLORE (online): 978-1-5386-3679-4, ISBN for USB: 978-1-5386-3677-0, ISBN for PRINT: 978-1-5386-3678-7, page 57-62, Jul.18-20 2018, Hue city, Vietnam [abstract]
Dang Huynh-Van, Khanh Tran-Quoc, and Quan LE-TRUNG, (2017), "Toward a Real-Time Development and Deployment of IoTs Application for Smart Garden on OpenStack Cloud," Springer Iniscom’2017, Print ISBN: 978-3-319-74175-8, Electronic ISBN: 978-3-319-74176-5, book series (LNICST, volume 221, page 121-130), Sept.04-06 2017, Ho Chi Minh city, Vietnam [abstract]