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UCLabUltra-Intelligent Computing/Communication LaboratoryChung-Ang University
The Vi Nguyen

Ph.D. Students

The Vi Nguyen

Ph.D. Student (March 2021~)

tvnguyen at uclab.re.kr

Research & Affiliation

  • Wireless Communication
  • Optimization
  • Machine Learning

Education

Contact

Email
tvnguyen at uclab.re.kr
Affiliation
Chung-Ang University

Publication record

Publications

67

International Journals

11 records
  1. D. Lee, C. Song, T. V. Nguyen, J. Oh, Y. Lee, D. Won, W. Noh, and S. Cho, “Transmit Power Minimization with QoS Guarantees in STAR-RIS-aided RSMA Networks,” IEEE Transactions on Green Communications and Networking, vol. 10, pp. 2333-2349, March 2026. [PDF] [IEEE Xplore] [Open Access PDF]
  2. 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, March 2025. [PDF] [IEEE Xplore] [Open Access PDF]
  3. 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, December 2024. [PDF] [IEEE Xplore] [Open Access PDF]
  4. 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, October 2023. [PDF] [IEEE Xplore] [Open Access PDF]
  5. D.-T. Hua, Q.-T. Do, N.-N. Dao, T. V. Nguyen, D.S. Lakew, and S. Cho, “Learning-based Reconfigurable Intelligent Surface-aided Rate-Splitting Multiple Access Networks,” IEEE Internet of Things Journal, vol. 10, no. 20, pp. 17603-17619, October 2023. [PDF] [IEEE Xplore] [Open Access PDF] 
  6. 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.   [PDF]   [IEEE Xplore]   [Open Access PDF]
  7. T. V. Nguyen, N.-N. Dao, V.D. Tuong, W. Noh, and S. Cho, “User-Aware and Flexible Proactive Caching using LSTM and Ensemble Learning in IoT-MEC Networks,”   IEEE Internet of Things Journal, vol. 9, no. 5, pp. 3251-3269, March 2022.   [PDF]   [IEEE Xplore]   [Open Access PDF]
  8. V. D. Tuong, T. P. Truong,  T. V. Nguyen, W. Noh, and S. Cho, "Partial Computation Offloading in NOMA-Assisted Mobile Edge Computing Systems Using Deep Reinforcement Learning,”  IEEE Internet of Things Journal, vol. 8, no. 17, pp. 13196-13208, September 2021.  [PDF]  [IEEE Xplore]  [Open Access PDF]   

International Conferences

37 records
  1. H. H. Tran, T. V. Nguyen, TT-A. Dang, VA-H. Le, D. Won, J. Oh, and S. Cho, “ Stabilizing Lagrangian DRL with PID Control for Constrained Policy Optimization ,” in Proc. of ICMIC, Taipei, Taiwan, August 2026. [PDF]
  2. T. T. T. Dinh, M. C. Ho, A. B. Wondmagegn, J. Kim, J. Oh, T. V. Nguyen, D. Won, and S. Cho, " Quantum Machine Learning for Intelligent ICT Systems: A Survey of Models, Algorithms, Challenges, and Future Directions ," in Proc. of ICMIC, Taipei, Taiwan, August 2026. [PDF]
  3. H. H. Tran, T. V. Nguyen, T. M. T. Nguyen, D. Won, J. Oh, and S. Cho, " Vacuous QoS Constraints in Constrained DRL-URLLC Simulations: Root Causes, Detection, and Remedies ," in Proc. of ICUFN, Milan, Italy, July 2026. [PDF] [IEEE Xplore]
  4. T. V. Nguyen, T. M. T. Nguyen, T. T. T. Dinh, J. Kim, and S. Cho, “ OTFS Modulation: A Promising Solution for LEO Satellite Communications ,” in Proc. of ICUFN, Milan, Italy, July 2026. [PDF] [IEEE Xplore]
  5. T. M. T. Nguyen, T. V. Nguyen, H.H. Tran, C. Song, and S. Cho, “ Large-Scale MIMO for Satellite Communications: Opportunities and Challenges ,” in Proc. of ICUFN, Milan, Italy, July 2026. [PDF] [IEEE Xplore]
  6. T. T. T. Dinh, M. C. Ho, A. B. Wondmagegn, J. Kim, J. Oh, TV. Nguyen, and S. Cho, “ A Secure Hierarchical Federated Learning Architecture for UAV-Enabled Edge Computing Systems ,” in Proc. of ICUFN, Milan, Italy, July 2026. [PDF] [IEEE Xplore]
  7. T.P. Truong, T.S. Do, S. Choi, J. Oh, T.-V. Nguyen, and S. Cho, “ Dynamic Constellation Optimization for Quantum Key Distribution in LEO Satellite Networks ,” in Proc. of ICUFN, Milan, Italy, July 2026. [PDF] [IEEE Xplore]
  8. T. M. T. Nguyen, T. V. Nguyen, T.S. Do, D. Won, and S. Cho, “ Knowledge-Driven Deep Reinforcement Learning for Wireless Networks ,” in Proc. of ICOIN, Hanoi, Vietnam, January 2026. [PDF] [IEEE Xplore]
  9. T. V. Nguyen, T. M. T. Nguyen, KNT Tran, G. Kim, and S. Cho, “ Deep Unfolding for Accelerating Iterative Algorithms in Wireless Communications ,” in Proc. of ICOIN, Hanoi, Vietnam, January 2026. [PDF] [IEEE Xplore]
  10. 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]
  11. 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]
  12. T.P. Truong, T.S. Do, J. Oh, D. Won, T.V. Nguyen, C. Lee, and S. Cho, “ AI-Enabled Swarm Clustering for UAVs-Aided IoT Data Acquisition ,” in Proc. of ICAIIC, Fukuoka, Japan, February 2025. [PDF] [IEEE Xplore]
  13. D. Lee, Y. Lee, C. Song, J. Oh, T.-V. Nguyen, and S. Cho, “ A Survey on Integrated Sensing and Communication: Integrated System of RIS, UAV, Multiple Access ,” in Proc. of ICAIIC, Fukuoka, Japan, February 2025. [PDF] [IEEE Xplore]
  14. T. M. T. Nguyen, T. V. Nguyen, C. Lee, D. Lee, QT 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]
  15. T. V. Nguyen, T. M. T. Nguyen, C. Lee, Y. Lee, A. -T. Tran, and S. Cho, “ Overhead Reduction in Intelligent Reflecting Surface-aided Wireless Networks: A Review ,” in Proc. of ICOIN, Chiang Mai, Thailand, January, 2025. [PDF] [IEEE Xplore]
  16. 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]
  17. V. D. Tuong, T. P. Truong, A.-T. Tran, T.-V. Nguyen, N.-N. Dao, and S. Cho, “ Reinforcement Learning For Resource Allocation in NOMA-Enabled Backscatter Communications ,” in Proc. of NOLTA, Ha Long Bay, Vietnam, December 2024. [PDF]
  18. 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]
  19. T. V. Nguyen, T. M. T. Nguyen, N.-P. Tran, V. D. Tuong, and S. Cho, “ Joint Power Allocation and Passive Beamforming for IRS-Assisted Hybrid TDMA-Noma Networks with Imperfect SIC ,” in Proc. of NOLTA, Ha Long Bay, Vietnam, December 2024. [PDF]
  20. T. M. T. Nguyen, T. V. Nguyen, D. Lee, and S. Cho, “ A Review on Recent Advances in Metasurface Architectures for Future Wireless Networks ,” in Proc. of APCC, Bali, Indonesia, November 2024. [PDF] [IEEE Xplore]
  21. 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 APCC, Bali, Indonesia, November 2024. [PDF] [IEEE Xplore]
  22. 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]
  23. N.-P. Tran, N.-N. Dao, Q.-T. Do, T.-V. Nguyen and S. Cho, “ Privacy-Preserving Traffic Flow Prediction: A Split Learning Approach ,” in Proc. of ICOIN, Bangkok, Thailand, January 2023. [PDF] [IEEE Xplore]
  24. T. T. H. Pham, T. V. Nguyen, and S. Cho, “ Intelligent Beamforming Design in mmWave mmIMO: A Reinforcement Learning Approach ,” in Proc. of ICTC, Jeju, Korea, October 2022. [PDF] [IEEE Xplore]
  25. 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]
  26. N.-P. Tran, N.-N. Dao, T.-V. Nguyen, and S. Cho, “ Privacy-Preserving Learning Models for Communication: A tutorial on Advanced Split Learning ,” in Proc. of ICTC, Jeju, Korea, October 2022. [PDF] [IEEE Xplore]
  27. D. T. Hua, QT Do, T. V. Nguyen, CM Ho, and S. Cho, “ Trajectory Design in multi-UAV-assisted RSMA Downlink Communication ,” in Proc. of ICTC, Jeju, Korea, October 2022. [PDF] [IEEE Xplore]
  28. 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]
  29. 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]
  30. T.P. Truong, A.-T. Tran, TMY 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]
  31. A. Masood, T.-V. Nguyen, T. P. Truong, and S. Cho, “ Content Caching in HAP-assisted Multi-UAV Networks Using Hierarchical Federated Learning ,” in Proc. of ICTC, Jeju, Korea, October 2021. [PDF] [IEEE Xplore]
  32. A.-T. Tran, D.S. Lakew, T.-V. Nguyen, V. D. Tuong, T. P. Truong, N.-N. Dao, and S. Cho, “ Hit Ratio and Latency Optimization for Caching Systems: A Survey ,” in Proc. of ICOIN, Jeju, Korea, January 2021. [PDF] [IEEE Xplore]
  33. TV. Nguyen, V.D. Tuong, T.P. Truong, D.S. Lakew, C. Lee, Y. Lee, and S. Cho, “ User-Preference-based Proactive Caching in Edge Networks ,” in Proc. of ICOIN, Jeju, Korea, January 2021. [PDF] [IEEE Xplore]
  34. A. Masood, T.-V. Nguyen, and S. Cho, “ Deep Regression Model for Videos Popularity Prediction in Mobile Edge Caching Networks ,” in Proc. of ICOIN, Jeju, Korea, January 2021. [PDF] [IEEE Xplore]
  35. N. Kim, Y. Lee, C. Lee, T.-V. Nguyen, V. D. Tuong, and S. Cho, “ GPU-specific Task Offloading in the Mobile Edge Computing Network ,” in Proc. of ICTC, Jeju, Korea, October 2020. [PDF] [IEEE Xplore]
  36. G. Jang, C. Lee, N. Kim, W. Kang, T.-V. Nguyen, and S. Cho, “ Throughput Maximization for Uplink IoT NOMA Systems with Efficient Resource Allocation ,” in Proc. of ICTC, Jeju, Korea, October 2020. [PDF] [IEEE Xplore]
  37. A.-T. Tran, T.-V. Nguyen, V. D. Tuong, N.-N. Dao, and S. Cho, “ On Stalling Minimization of Adaptive Bitrate Video Services in Edge Caching Systems ,” in Proc. of ICOIN, Barcelona, ​​January 2020. [PDF] [IEEE Xplore]

Domestic Conferences

19 records
  1. Ton That Tam Dinh, The Vi Nguyen, Quang Tuan Do, Ayalneh Bitew Wondmagegn, Manh Cuong Ho, Oh Jun-seok, Won Dong-wook, Cho Seong-rae, " A Survey on Federated Digital-Twin-Assisted Semantic Communication for Satellite–Ground Networks ," The Korean Institute of Communication Sciences Summer Conference, Jeju-do, June 2026. [PDF]
  2. Lee Dong-hyun, Oh Jun-seok, Lee Chung-hyun, The Vi Nguyen, Thanh Phung Truong, Song Chi-hyun, Kim Jae-min, Won Dong-wook, Kim Ju-young, Choi Seong-jin, Lee Seung-chan, Lee Yun-seong, Cho Seong-rae, " Research Trends in Channel Estimation Based on Dynamic Metasurface Antenna ," Joint Conference on Communications and Information, Yeosu, April 2026. [PDF]
  3. The Vi Nguyen, Thi My Tuyen Nguyen, Lee Dong-hyun, Cho Sung-rae, " Advanced Physical Layer Technologies for Low Earth Orbit (LEO) Satellite Networks: Opportunities and Challenges ," Joint Conference on Communications and Information, Yeosu, April 2026. [PDF]
  4. Thi My Tuyen Nguyen, The Vi Nguyen, Oh Jun-seok, Cho Sung-rae, " Satellite Networks for Integrated Sensing Communications Computing: Architecture and Key Challenges ," Joint Conference on Communications and Information, Yeosu, April 2026. [PDF]
  5. The Vi Nguyen, Thi My Tuyen Nguyen, Lee Dong-hyun, Oh Jun-seok, Won Dong-wook, Heo Dong-hyun, Hong Seong-hun, Pyeon Jae-young, Cho Seong-rae, " A Tutorial on the Integrated Computing and Networking for LEO Satellite Mega-Constellations ," The Korean Institute of Communication Sciences Summer Conference, Jeju-do, June 2024. [PDF]
  6. Cuong Manh Ho, The Vi Nguyen, Lee Chung-hyun, Nguyen Thi My Tuyen, Cho Sung-rae, " Content Placement Technique for Inter-terminal Caching Systems Using Deep Reinforcement Learning ," The Korean Institute of Communication Sciences Summer Conference, Jeju-do, June 2022. [PDF]
  7. Tran Nam Phuong, Duc Thien Hua, The Vi Nguyen, Nguyen Thi My Tuyen, Cho Sung-rae, " Defense Mechanisms Against Distributed Denial of Service in IoT Networks ," The Korean Institute of Communication Sciences Summer Conference, Jeju-do, June 2022. [PDF]
  8. Lee, Dong-Hyun, The Vi Nguyen, Thanh Phung Pruong, Sung-Rae Cho, " Research Trends in Advanced Frequency Efficiency for Next-Generation Communication ," The Korea Institute of Communication Sciences Winter Conference, Pyeongchang, Gangwon-do, February 2022. [PDF]
  9. Oh Jun-seok, Lee Yun-seong, The Vi Nguyen, Cho Seong-rae " A Survey on Research Trends in User Clustering for Resource Scheduling in MEC ," The Korea Institute of Communication Sciences Winter Conference, Pyeongchang, Gangwon-do, February 2022. [PDF]
  10. Lee Ha-eun, The Vi Nguyen, Cho Sung-rae, " A Study on the Applicability of VCG-Auction through Analysis of Hungarian Algorithm and Technical Application ," The Korean Institute of Communication Sciences Summer Conference, Jeju-do, June 2021. [PDF]
  11. Lee, Dong-Hyun, Song, Chi-Hyun, Lee, Chung-Hyun, The Vi Nguyen, Cho, Sung-Rae, " Investigation of Power Optimization Techniques for Wireless Sensor Networks ," The Korea Institute of Communication Sciences Winter Conference, Pyeongchang, Gangwon-do, February 2021. [PDF]
  12. Oh Jun-seok, Jang Geon-hee, The Vi Nguyen, Van Dat Tuong, Cho Seong-rae, " A Survey on Research Trends of VCG Auction-Based Electricity Trading Market Algorithms ," The Korea Institute of Communication Sciences Winter Conference, Pyeongchang, Gangwon-do, February 2021. [PDF]
  13. Lee Dong-hyun, Lee Chung-hyun, Kim Nam-kyu, Jang Geon-hee, Lee Yun-seong, Anh Tien Tran, The Vi Nguyen, Cho Seong-rae, " Survey of CubeSat-based IoST Communication Equipment and Technology ," The Korea Institute of Information and Communication Engineering & Construction Technology Summer Conference, Sokcho, Gangwon-do, September 2020. [PDF]
  14. Lee Dong-hyun, Lee Chung-hyun, Lee Chul, Kim Nam-kyu, Anh Tien Tran, The Vi Nguyen, Cho Sung-rae, " A Survey on Research Trends in Handover and mmWave Beamforming for 5G Wireless Communication ," The Korean Institute of Communication Sciences Summer Conference, Yongpyeong, Gangwon-do, August 2020. [PDF]
  15. Kang Woo-seok, Jang Geon-hee, Anh Tien Tran, The Vi Nguyen, Van Dat Tuong, Lee Yun-seong, Cho Seong-rae, " A Study on Low Latency and Low Loss in Deep Space Communication ," The Korean Institute of Communication Sciences Summer Conference, Yongpyeong, Gangwon-do, August 2020. [PDF]
  16. Ha Tae-yoon, Lee Yun-sung, Lee Chung-hyun, Arooj Masood, The Vi Nguyen, Jang Gun-hee, Van Dat Tuong, Cho Sung-rae, " Efficient Resource Utilization Algorithm Using Multipath TCP and Network Coding in Latency-Tolerant Networks ," The Korea Institute of Communication Sciences Winter Conference, Yongpyong, Gangwon-do, February 2020. [PDF]
  17. Oh Jun-seok, Arooj Masood, Demeke Shumeye, Jang Geon-hee, Lee Chung-hyun, Van Dat Tuong, The Vi Nguyen, Lee Yun-seong, Lee Cheol, Cho Seong-rae, " A Survey on Research Trends in Models and Technologies for Electricity Demand Forecasting ," The Korea Institute of Communication Sciences Winter Conference, Yongpyeong, Gangwon-do, February 2020. [PDF]
  18. Lee Cheol, Jang Geon-hee, Lee Chung-hyun, Van Dat Tuong, The Vi Nguyen, Cho Seong-rae, " A Survey on Recent Trends in CubeSat Communications ," The Korea Institute of Communication Sciences Winter Conference, Yongpyeong, Gangwon-do, February 2020. [PDF]
  19. Ha Tae-yoon, Van Dat Tuong, The Vi Nguyen, Kim Nam-kyu, Lee Yun-sung, Jang Geon-hee, Lee Cheol, Cho Seong-rae, " Suggestion of Multi-Path TCP in Deep Space: Congestion control with Reinforcement Learning ," The Korean Institute of Communication Sciences Summer Conference, Jeju-do, June 2019. [PDF]