Office
Ultra-Intelligent Computing/Communication Laboratory
School of Computer Science and Engineering
College of Software
Chung-Ang University
221 Heukseok, Dongjak, Seoul, 156-756 South Korea

E-mail: tuyen at uclab.re.kr

Fax: +822 820-5301

Webpage: http://uc.cse.cau.ac.kr/tuyen.html

Research Interests :

• Wireless Communication
  
• Optimization
  
• Machine Learning
  

Education :

• B.S.: University of Science, Vietnam National University , Hochiminh City, Vietnam, February, 2016.
• M.S.: Soongsil University , Seoul, Republic of Korea, February, 2021.

International Journals
• T. T. H. Pham, A. Masood, T. M. T. Nguyen, C. Lee, and S. Cho, "Multiagent Collaboration for Maximizing Channel Awareness in Mobile Directional CRNs," IEEE Transactions on Network Science and Engineering , vol. 13, pp. 1689-1704, August 2025. (IF: 7.9, Top 1.8% ) [PDF] [IEEE Xplore]
• T. P. Truong, T. M. T. Nguyen, T. V. Nguyen, N.-N. Dao, and S. Cho, "Energy Efficiency in RSMA-Enhanced Active RIS-Aided Quantized Downlink Systems," IEEE Journal on Selected Areas in Communications , vol. 43, no. 3, pp. 834-850, March 2025. (IF: 17.2, Top 1%) [PDF] [IEEE Xplore]
• T. M. T. Nguyen, T. V. Nguyen, W. Noh, and S. Cho, "Statistical Delay Guarantee for the URLLC in IRS-Assisted NOMA Networks with Finite Blocklength Coding," IEEE Transactions on Wireless Communications , vol. 23, no. 12, pp. 19852 - 19869, December 2024. (IF: 10.7, Top 3.7%) [PDF] [IEEE Xplore]
• T. M. T. Nguyen, T. V. Nguyen, W. Noh, and S. Cho, "Energy-Efficient and Low-Complexity Transmission Control with SWIPT-NOMA for Green Cellular Networks," IEEE Transactions on Wireless Communications, vol. 22, no. 10, pp. 6673 - 6690, 2023. (IF: 10.7, Top 3.7%) [PDF] [IEEE Xplore]
• T. V. Nguyen, T. P. Truong, T. M. T. Nguyen, W. Noh, and S. Cho, "Achievable Rate Analysis of Two-Hop Interference Channel with Coordinated IRS Relay," IEEE Transactions on Wireless Communications , vol. 21, no. 9, pp. 7055-7071, September 2022. (IF: 10.7, Top 3.7%) [PDF] [IEEE Xplore]

International Conferences
• T. M. T. Nguyen, T. V. Nguyen, T. S. Do, D. Won, and S. Cho, "Knowledge-Driven Deep Reinforcement Learning for Wireless Networks," Proc. of ICOIN, , Hanoi, Vietnam, January, 2026. [PDF] [IEEE Xplore]
• T. V. Nguyen, T. M. T. Nguyen, K. N. T. Tran, G. Kim, and S. Cho, "Deep Unfolding for Accelerating Iterative Algorithms in Wireless Communications," Proc. of ICOIN, , Hanoi, Vietnam, January, 2026. [PDF] [IEEE Xplore]
• T. M. T. Nguyen, T. V. Nguyen, J. Oh, and S. Cho, "Integrating Optimization and Reinforcement Learning for Optimal Design in 6G Wireless Networks," in Proc. of ICTC , Jeju, Korea, October, 2025. [PDF] [IEEE Xplore]
• T. V. Nguyen, T. M. T. Nguyen, C. Song, and S. Cho, "Learning to Optimize: Unrolling-based Approach for 6G Wireless Networks," in Proc. of ICTC , Jeju, Korea, October, 2025. [PDF] [IEEE Xplore]
• T. T. Win, A. B. Wondmagegn, T. M. T. Nguyen, J. Oh, G. Kim and S. Cho, "Learning to Optimize: Unrolling-based Approach for 6G Wireless Networks," in Proc. of ICTC , Jeju, Korea, October, 2025. [PDF] [IEEE Xplore]
• T. M. T. Nguyen, T. V. Nguyen, N. P. Tran, T. P. Truong, and S. Cho, "Energy-Efficient Online Control in SWIPT-NOMA Networks Using Lyapunov Optimization," in Proc. of NOLTA, Ha Long Bay, Vietnam, December 2024. [PDF]
• T. P. Truong, T. M. T. Nguyen, T. V. Nguyen, V. D. Tuong, and S. Cho, "Deep Reinforcement Learning-Based NOMA-Enhanced Vehicular MEC Networks," in Proc. of NOLTA, Ha Long Bay, Vietnam, December 2024. [PDF]
• T. V. Nguyen, T. M. T. Nguyen, N.-P. Tran, V. D. Tuong, and S. Cho, "Energy-Efficient Online Control in SWIPT-NOMA Networks Using Lyapunov Optimization," in Proc. of NOLTA, Ha Long Bay, Vietnam, December 2024. [PDF]
• T. M. T. Nguyen, T. V. Nguyen, C. Lee, D. Lee, Q. T. Do, and S. Cho, "Statistical QoS Guarantees in Satellite-Terrestrial Integrated Networks using Finite Blocklength Coding: A Review," in Proc. of ICOIN, Chiang Mai, Thailand, January, 2025. [PDF] [IEEE Xplore]
• T. V. Nguyen, T. M. T. Nguyen, T. P. Truong, and S. Cho, "A Review on Near-Field Communications for 6G and Beyond," in Proc. of IEEE 29th Asia Pacific Conference on Communications (APCC), Bali, Indonesia, Novenmber 2024. [PDF] [IEEE Xplore]
• T.P. Truong, T. M. T. Nguyen, T.V. Nguyen, N.-N. Dao, and S. Cho, "RSMA for Uplink MIMO Systems: DRL-based Achievable System Sum Rate Maximization," in Proc. of IEEE GLOBECOM Workshop, Kuala Lumpur, Malaysia, December 2023. [PDF] [IEEE Xplore]
• C. M. Ho, T. V. Nguyen, C. Lee, T. M. T. Nguyen, and S. Cho, "Cooperative User Relaying with RSMA for 6G Networks: Overview, Research, and Future Trends," in Proc. of ICOIN, Bangkok, Thailand, January 2023. [PDF] [IEEE Xplore]
• T. M. T. Nguyen, T. V. Nguyen, D. T. Hua, N. P. Tran, and S. Cho, "A Survey on Intelligent Reflecting Surface-aided Non-Orthogonal Multiple Access Networks," in Proc. of ICTC , Jeju, Korea, October, 2022. [PDF] [IEEE Xplore]
• G. Woraphonbenjakul, Y. Lee, C. Lee, A. Masood, T. M. T. Nguyen, T. V. Nguyen, A.-T. Tran, and S. Cho, "Analysis of Base Station Location Impact on Performance of LEACH Protocol in Wireless Sensor Networks" in Proc. of ICTC , Jeju, Korea, October, 2022. [PDF] [IEEE Xplore]
• T. V. Nguyen, T. M. T. Nguyen, D. T. Hua, N. P. Tran, and S. Cho, "A Survey on Passive Beamforming using Statistical State Information in Intelligent Reflecting Surface Assisted Networks," in Proc. of ICTC , Jeju, Korea, October, 2022. [PDF] [IEEE Xplore]
• T.P. Truong, A.-T. Tran, T. M. T. Nguyen, T. V. Nguyen, A. Masood, and S. Cho, "MEC-Enhanced Aerial Serving Networks via HAP:A Deep Reinforcement Learning Approach," in Proc. of IEEE International Conference on Information Networking (ICOIN) , Jeju, Korea, January, 2022. [PDF] [IEEE Xplore]