Advanced Machine Learning for Cyber-Attack Detection in IoT Networks
D. T. Hoang, N. Q. Hieu, D. N. Nguyen, and E. Hossain, "Advanced Machine Learning for Cyberattack Detection in IoT Networks," Elsevier, 2025.
CV
Education
- Ph.D in Electrical Engineering, University of Technology Sydney, Australia, 2025.
- B.Eng. in Telecommunications Engieering, Hanoi University of Science and Technology, 2018.
Work experience
- December 2025 - present: Senior Wireless Engineer
- Huawei Singapore Research Center
- Design and implement algorithms for advancing short range wireless communication systems (Wifi, Bluetooth)
- June 2025 - December 2025: AI Engieer
- Deloitte Australia
- Develop scalable Large Languare Model (LLM) agents for knowledge retrieval systems
- November 2021 - June 2025: Ph.D candidate
- University of Technology Sydney
- Thesis: Immersive Communications for 6G Networks
- Focus: AI-enabled wireless communications systems
- April 2019 - October 2021: Research Engineer
- Nanyang Technological University
- Develop distributed machine learning algorithms for wireless communication systems
Publications
End-to-End Human Pose Reconstruction from Wearable Sensors for 6G Extended Reality Systems
N. Q. Hieu, D. T. Hoang, D. N. Nguyen, M. A. Alsheikh, C. C. N. Kuhn, Y. F. Alem, I. Radwan, "End-to-End Human Pose Reconstruction from Wearable Sensors for 6G Extended Reality Systems", 2025.
Point Cloud Compression with Bits-back Coding
N. Q. Hieu, M. Nguyen, D. T. Hoang, D. N. Nguyen, E. Dutkiewicz, "Point Cloud Compression with Bits-back Coding", 2024.
Enhancing Immersion and Presence in the Metaverse With Over-the-Air Brain-Computer Interface
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 , no. 12, vol. 23, 2024.
Reconstructing Human Pose From Inertial Measurements: A Generative Model-Based Compressive Sensing Approach
N. Q. Hieu, D. T. Hoang, D. N. Nguyen, M. A. Alsheikh, "Reconstructing human pose from inertial measurements: A generative model-based compressive sensing approach," IEEE Journal on Selected Areas in Communications, no. 10, vol. 42, 2024.
When virtual reality meets rate splitting multiple access: A joint communication and computation approach
N. Q. Hieu, D. N. Nguyen, D. T. Hoang, E. Dutkiewicz, "When Virtual Reality Meets Rate Splitting Multiple Access: A Joint Communication and Computation Approach," IEEE Journal on Selected Areas in Communications, no. 5, vol. 41, 2023.
A Low-Power, High Reliable Data Collection Scheme for Wireless Sensor Networks
N. Q. Hieu, T. T. Huong, N. T. Hung, N. Q. Thu, N. H. Thanh, "A Low-Power, High Reliable Data Collection Scheme for Wireless Sensor Networks," International Conference on Advanced Technologies for Communications (ATC), 2019.
Service and leadership
Journal Reviewer:
- IEEE Journals on Selected Areas in Communications (JSAC) 2023, 2024
- IEEE Communications Surveys and Tutorial (COMST) 2022
- IEEE Transactions on Communications (TCOM) 2022
- IEEE Transactions of Mobile Computing (TMC) 2023, 2024
- IEEE Transactions on Cognitive Communications and Networking (TCCN) 2023, 2024
- IEEE Transactions on Vehicular Technology (TVT) 2023, 2024
- IEEE Wireless Communications Letters (WCL) 2021, 2022, 2024
Awards
- Outstanding Higher Degree Research Student Award, 2023
- Recognized for exceptional research contributions to top PhD candidates at the School of Electrical and Data Engineering, UTS.
- Honorary Mention, IEEE ComSoc Student Competition, 2023
- Project title: “Toward a Human-centric Metaverse Design with Wireless Edge Computing and Artificial Intelligence.” news
- Received global recognition (top 14 out of 80 groups) for innovative ML-driven solutions addressing real-world communication challenges, competing against top students worldwide.
- IEEE ComSoc Student Travel Grant
- Selected among top students globally to present cutting-edge research in ML and 5G/6G communications in the IEEE International Conference on Communications. news