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His current research interests include:

• Digital Twins for Networking Systems: Co-design of twin models for complex systems, AI-driven decision-making in digital twins.

• Next-Generation Wireless Networks: 6G networks, space-air-ground integrated networks (SAGIN), UAV-enabled low-altitude economy.

• Edge Intelligence and Sustainable Computing: Intelligent task offloading, distributed intelligence, and sustainability-aware computing.

• Quantum Optimisation and Quantum Machine Learning: Parameterised quantum circuits, quantum-enhanced learning for resource allocation, network optimisation, and multi-disciplinary research.

His recent publications: Google Scholar

Contact details:

Department of Electrical and Computer Engineering,

Faculty of Engineering & Applied Science, 

Memorial University of Newfoundland,

45 Arctic Avenue, St. John's. Newfoundland and Labrador, A1B 3X5.

E-mail: vdhuynh@mun.ca, danghuynh@ieee.org, vdanghuynh@gmail.com

*News:

2025:

• Aug. 25: My paper on multi-agent reinforcement learning for resource allocation in SAGIN has been accepted for publication on the IEEE Internet of Things Journal.

• July. 25: Our paper on Quantum Optimization for Green Supply Chain has been accepted for publication on the IEEE Internet of Things Journal.

• Apr. 11: My paper has been accepted for publication on the IEEE Internet of Things Journal. This paper proposes optimisation and reinforcement learning approaches to solve a problem in carbon-aware edge computing systems.

• Mar. 27: I have completed the Teaching Skills Enhancement Program (TSEP) for Educators at Memorial University.

• Mar. 07: Our paper on quantum-enhanced reinforcement learning has been accepted at IEEE ICC Workshop 2025.

• Jan. 17: My paper has been accepted for presentation in IEEE ICC 2025. This paper proposes a DRL-based solution for reliable task offloading in space-air-ground integrated networks.

2024:

• Dec. 21: My first paper on quantum optimisation has been accepted for publication on IEEE Communications Letters. This paper explores the possibility of quantum-centric optimisation in service placement problem for 6G edge computing.

• Oct. 22: I was awarded the first prize in the EEECS-QUB Best Thesis Award 2024.

• Jul. 30: My paper has been accepted for presentation in the IEEE GLOBECOM 2024. This paper addresses the trade-off between environmental sustainability and technological efficiency with a CO2 emission-aware edge computing model.

• Jun. 18: My paper has been accepted for publication on the IEEE Internet of Things Journal. This paper proposes an optimal design of joint sensing, communications, and computing in wireless-aware, service-oriented edge computing.

• Jan. 10: Got a Postdoctoral Fellowship offer from Memorial University, Canada under the CERC-NGCT program.

2023:

• Nov. 06: I have successfully completed my PhD program at Queen's (in 2 years and 10 months).

• Aug. 03: My paper has been accepted for publication on the IEEE Journal on Selected Areas in Communications (JSAC). This paper proposes a distributed optimization to deal with a fairness-aware latency minimization problem in DT-aided URLLC edge networks.

• Feb. 24: My paper has been accepted for publication on the IEEE Wireless Communications. This magazine article studies 6G URLLC with multi-tier computing for digital twin-enabled metaverse applications.

• Jan. 18: My paper has been accepted for presentation at IEEE International Conference on Communications, 28 May – 01 June 2023, Rome, Italy.

2022:

• Oct. 25: My paper has been accepted for publication on the IEEE Journal on Selected Areas in Communications (JSAC) . This paper studies ultra-reliable and low-latency multi-tier computing with the queuing-aware latency model.

• Sep. 04: My paper has been accepted for publication on the IEEE Transactions on Communications (TCOM). This paper studies URLLC edge networks with digital twin approach for time-sensitive IIoT applications.

• May. 26: My paper has been accepted for publication on IEEE Wireless Communications Letters. This paper investigates URLLC and Edge Computing technologies for digital twin-enabled metaverse applications.

• Apr. 24: I have been awarded an IEEE ComSoc Student Grant for the IEEE International Conference on Communications (ICC 2022). 

• Jan. 18:  Two papers have been accepted to ICC 2022, 16–20 May 2022, Seoul, South Korea.

2021:

• Dec. 18: I have successfully completed Mindware: Critical Thinking for the Information Age course on Coursera, authorized by University of Michigan.

• Dec. 08: I have been earned a certificate of competency in Fundamentals of Deep Learning, authorized by NVIDA, Deep Learning Institute.

• Nov. 28: I have successfully completed Foundations of Project Management course on Coursera, authorized by Google.

• Sep. 18: My paper has been accepted for publishing on IEEE Trans. on Industrial Informatics journal.

• Sep. 04:  I have successfully completed Mathematics for Machine Learning: Linear Algebra course on Coursera, authorized by Imperial College London.

• Aug. 16: My paper has been accepted for presentation at the IEEE GLOBECOM 2021(Dec. 7 - 11, in Madrid, Spain).

• Aug. 14: I have successfully completed Prediction and Control with Function Approximation course on Coursera, authorized by University of Alberta, Alberta Machine Intelligence Institute.

• Apr. 25: I have successfully completed The Science of Well-being course on Coursera, authorized by Yale University.

• Feb. 14: I have successfully completed Foundations of Mindfulness course on Coursera, authorized by Rice University.

• Jan. 04: Start my PhD journey at Queen's!

2020:

• Oct. 17: I have successfully completed Introduction to Programming with MATLAB course on Coursera, authorized by Vanderbilt University.

• Aug. 01: I have successfully completed "Sample-based Learning Methods" course on Coursera, authorized by University of Alberta, Alberta Machine Intelligence Institute.

• Jul. 13: I have successfully completed "Structuring Machine Learning Projects" course on Coursera, authorized by DeepLearning.AI .

• Jul. 07: I have successfully completed "Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization" course on Coursera, authorized by DeepLearning.AI

• Jul. 02: I have successfully completed "Fundamentals of Reinforcement Learning" course on Coursera, authorized by University of Alberta, Alberta Machine Intelligence Institute.

• Jun. 22: I have successfully completed "Neural Networks and Deep Learning" course on Coursera, authorized by DeepLearning.AI.

• May. 08: My first journal paper has been accepted for publication in IET Networks. This is the results of my Master Thesis! 

2019:

• Dec. 11: I have defensed my Master Thesis with very excellent results (grading 9.8/10). The thesis is on the development of SDN-based IoT Reprogramming Platform (SD-IoTR)

• Apr 13: DAAD Proposal writing workshop for international research projects organized by DAAD Vietnam.

2018:

• Dec. 24: My paper has been accepted to The 2019 IEEE-RIVF International Conference on Computer and Communication Technologies (IEEE-RIVF 2019)

• Nov. 1: Win the Pony Chung Scholarship 2018 (one of 6 graduate student at VNU-HCM), Pony Chung Foundation, Korea

• Jul. 8: My application for the 4th Duy Tan Research Summer School (Aug. 23-28) has been accepted!

• Jun. 30: My paper has been accepted to the 4th EAI International Conference on Industrial Networks and Intelligent Systems (INISCOM 2018)

• May 14: My paper has been accepted to International Conference on Communications and Electronics (IEEE-ICCE 2018)