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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. TP Truong, TMT Nguyen, TV 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. TMT Nguyen, TV 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. TMT Nguyen, TV 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, TMT 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]

  1.  V. D. Tuong, TP Truong,  TV 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. HH Tran, TV 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. TTT Dinh, MC Ho, AB Wondmagegn, J. Kim, J. Oh, TV 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. HH Tran, TV Nguyen, TMT 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. TV Nguyen, TMT Nguyen, TTT 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. TMT Nguyen, TV 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. TTT Dinh, MC Ho, AB 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. TMT Nguyen, TV 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. TV Nguyen, TMT 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. TMT Nguyen, TV 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. TV Nguyen, TMT 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. TMT Nguyen, TV 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. TV Nguyen, TMT 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. TMT Nguyen, TV Nguyen, NP Tran, TP 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. VD Tuong, TP 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. TV Nguyen, TMT Nguyen, N.-P. Tran, VD 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. TMT Nguyen, TV 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. TV Nguyen, TMT 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. TP Truong, TMT Nguyen, TV 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. TTH Pham, TV 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, TMT Nguyen, TV 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. DT Hua, QT Do, TV 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. TMT Nguyen, TV Nguyen, DT Hua, NP 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. TV Nguyen, TMT 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, VD Tuong, TP 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]