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: vdtuong at uclab.re.kr

Fax: +822 820-5301

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

Research Interests :

• Wireless Communication
• Ubiquitous Computing
• Machine Learning
• Game Theory

Education :

• B.S.: Hanoi University of Science and Technology, Hanoi, Vietnam, Aug. 2012
• M.S.: Chung-Ang University, Seoul, Republic of Korea, Feb. 2021

International Journals
• V. D. Tuong and S. Cho, "Deep-Learning-Based Resource Allocation for 6G NOMA-Assisted Backscatter Communications," to appear in IEEE Internet of Things Journal, 2024. (IF: 10.6, Top 2.2%) [PDF]
• V. D. Tuong, W. Noh, and S. Cho, "Spatial Deep Learning-Based Dynamic TDD Control for UAV-Assisted 6G Hotspot Networks," to appear in IEEE Transactions on Industrial Informatics, 2024. (IF: 12.3, Top 2.3%) [PDF]
• V. D. Tuong, W. Noh, and S. Cho, "Sparse CNN and Deep Reinforcement Learning-Based D2D Scheduling in UAV- Assisted Industrial IoT Networks," IEEE Transactions on Industrial Informatics, vol. 20, no. 1, pp. 213-223, Jan. 2024. (IF: 12.3, Top 2.3%) [PDF]
• T. P. Truong, V. D. Tuong, N.-N. Dao, and S. Cho, "FlyReflect: Joint Flying IRS Trajectory and Phase Shift Design using Deep Reinforcement Learning," IEEE Internet of Things Journal, vol. 10, no. 5, pp. 4605-4620, Mar. 2023. (IF: 10.238, Top 5.49%) [PDF]
• V. D. Tuong, W. Noh, and S. Cho, "Delay Minimization for NOMA-enabled Mobile Edge Computing in Industrial Internet of Things," IEEE Transactions on Industrial Informatics, vol. 18, no. 10, pp. 7321-7331, Oct. 2022. (IF: 11.648, Top 3.54%) [PDF]
• D. S. Lakew, V. D. Tuong, N.-N. Dao, and S. Cho, "Adaptive Partial Offloading and Resource Harmonization in Wireless Edge Computing-Assisted IoE Networks," IEEE Transactions on Network Science and Engineering, vol. 9, no. 5, pp. 3028-3044, Sept.-Oct. 2022. (IF: 5.033, Top 8.33%) [PDF]
• 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, Mar. 2022. (IF: 10.238, Top 5.49%) [PDF]
• V. D. Tuong, N.-N. Dao, W. Noh, and S. Cho, "Deep Reinforcement Learning-Based Hierarchical Time Division Duplexing Control for Dense Wireless and Mobile Networks," IEEE Transactions on Wireless Communications, vol. 20, no. 11, pp. 7135-7150, Nov. 2021. (IF: 8.346, Top 9.57%) [PDF]
• 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, Sept. 2021. (IF: 10.238, Top 5.49%) [PDF]

International Conferences
• T. P. Truong, A.-T. Tran, V. D. Tuong, N.-N. Dao, and S. Cho, NOMA-Enhanced Quantized Uplink Multi-user MIMO Communications," in Proc. of IEEE INFOCOM, Vancouver, Canada, May 2024.
• V. D. Tuong, D. Kim, E.-J. Kim, J. Paek, and S. Cho, Optimal Resource Allocation for NOMA-Assisted Backscatter Communication in 6G Internet of Vehicles Networks," in Proc. of ICOIN, Ho Chi Minh, Vietnam, January 2024. (Best Paper Award)
• T. P. Truong, T.-H. Nguyen, A.-T. Tran, S. V.-T. Tran, V. D. Tuong, L. V. Nguyen, W. Na, L. Park, and S. Cho, Deep Reinforcement Learning-Based Sum-Rate Maximization for Uplink Multi-user SIMO-RSMA Systems," in Intelligence of Things: Technologies and Applications, Springer Nature Switzerland, 2023, pp. 36-45, doi: https://doi.org/10.1007/978-3-031-46573-4_4. (Best Paper Award)
• V. D. Tuong, N. C. Luong, and S. Cho, Machine Learning-Based Energy-Efficient Task Offloading for Mobile Edge Computing in UAV-Assisted Maritime Networks," in Proc. of ICMIC, Jeju, South Korea, August 2023.
• V. D. Tuong, N.-N. Dao, W. Noh, and S. Cho, Dynamic Time Division Duplexing for Green Internet of Things, in Proc. of ICOIN, Jeju, Korea, January 2022. [PDF] [IEEE Xplore]
• 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]
• T.-V. Nguyen, V. D. Tuong, A.-T. Tran, T.P. Truong, D. S. Lakew, C. Lee, Y.S. Lee, and S. Cho, User-Preference-based Proactive Caching in Edge Networks, in Proc. of ICOIN, Jeju, Korea, January 2021. [PDF] [IEEE Xplore]
• V. D. Tuong, T. P. Truong, A.-T. Tran, A. Masood, D. S. Lakew, C. Lee, Y. Lee, and S. Cho, Delay-Sensitive Task Offloading for Internet of Things in Nonorthogonal Multiple Access MEC Networks, in Proc. of ICTC, Jeju, Korea, October 2020. [PDF] [IEEE Xplore]
• 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]
• 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]