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: dqtuan at uclab.re.kr

Fax: +822 820-5301

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

Research Interests :

• Machine Learning
  
• Deep Reinforcement Learning
  
• Unmanned Aerial Vehicle
  
• 5G/6G Networks
  
• Wireless Communication
  
• Semantic Communication
  

Education :

• B.S.: Information Technology, University of Engineering and Technology, Vietnam National University, Hanoi, Vietnam, 2021.
• M.S.: Big Data, School of Computer Science and Engineering, Chung-Ang University, Seoul, South Korea, 2023.

List of Publications

International Journals
• T. S. Do, T. P. Truong, Q. T. Do, D. Won, W. Noh, and S. Cho, "BidDeepSC-1.58b: 1.58-bit Bidirectional Slimmable Semantic Communication System," to appear in IEEE Transactions on Vehicular Technology, 2026. (IF 7.1, Top 11.1%) [PDF] [URL]
• A. B. Wondmagegn, D. Won, Q. T. Do, D. S. Lakew, and S. Cho, "Performance Analysis of FSO-Based Communications in Space-Air-Ground Integrated Networks: A Comprehensive Survey," Elsevier Computer Networks, 2025. (IF 4.6, Top 17.5%) [PDF] [URL]
• D. Won, Q. T. Do, T. T. Win, D. Lee, J. Oh, and S. Cho, "Multidomain Adaptive Semantic Communications," IEEE Journal on Selected Areas in Communications, 2025. (IF: 17.2, TOP: 1.0%) [PDF] [URL]
• T. S. Do, T. P. Truong, Q. T. Do, and S. Cho, "TranGDeepSC: Leveraging ViT Knowledge in CNN-based Semantic Communication System," Elsevier ICT Express, 2025. (IF 4.1, Top 23.1%) [PDF] [URL]
• Q. T. Do, T. D. Hua, A.-T Tran, D. Won, G. Woraphonbenjakul, W. Noh, and S. Cho, "Multi-UAV Aided Energy-Aware Transmissions in mmWave Communication Network: Action-Branching QMIX Network," Elsevier Journal of Network and Computer Applications, 2024. (IF 8.7, Top 2.3%) [PDF] [URL]
• N.-P. Tran, T. P. Truong, Q. T. Do, N.-N. Dao, and S. Cho, "Joint wireless resource allocation and bitrate adaptation for QoE improvement in IRS-aided RSMA-enabled IoMT streaming systems," Elsevier Internet of Things, 2024. (IF: 5.9, Top 21.8%) [PDF] [URL]
• G. Woraphonbenjakul, Q. T. Do, S. Cho, "MRETDC: Multi-Level Residual Energy Weight Threshold for Dramatic Change Wireless Sensor Networks," Human-centric Computing and Information Sciences, 2023. (IF: 6.6, Top 16.1%) [PDF] [URL]
• D.-T. Hua, Q. T. Do, N. -N. Dao, and S. Cho, "Learning-based Reconfigurable Intelligent Surface-aided Rate-Splitting Multiple Access Networks," IEEE Internet of Things Journal, 2023. (IF: 10.6, Top 2.2%) [PDF] [IEEE Xplore]
• D.-T. Hua, Q. T. Do, N. -N. Dao, and S. Cho, "On Sum-Rate Maximization in Downlink UAV-aided RSMA Systems," Elsevier ICT Express, 2023. (IF: 5.4, Top 27.8%) [PDF] [IEEE Xplore]

International Conferences
• H. H. Tran, Q. T. Do, T. S. Do, D. Won, J. Oh, and S. Cho, "Robust Backscatter Detection via Deep Reinforcement Learning Against an Evolving Adversarial Jammer," in Proc. of ICAIIC, Tokyo, Japan, February 2026. [PDF]
• Q. T. Do, T. S. Do, T. P. Truong, D. Won, and S. Cho, "An SNR-Adaptive Deep Joint Source-Channel Coding Scheme for UAV Semantic Image Transmission," in Proc. of ICAIIC, Tokyo, Japan, February 2026. [PDF]
• S. Lee, S. Choi, D. Lee, D. Won, Q. T. Do, J. Kim, and S. Cho, "Recent Advances in Artificial Intelligence for RIS in 6G Wireless Networks," in Proc. of ICAIIC, Tokyo, Japan, February 2026. [PDF]
• H. H. Tran, Q. T. Do, T. S. Do, J. Oh, and S. Cho, "Adversarial AI-Driven Covert Communications in Bistatic Backscatter Systems: An Overview," in Proc. of ICOIN, Hanoi, Vietnam, January 2026. [PDF]
• T. S. Do, T. P. Truong, Q. T. Do, and S. Cho, "SR-DeepSC-Pro: Progressive Curriculum Learning with Adversarial Robustness for Satellite Semantic Communication," in Proc. of APCC, Osaka, Japan, November 2025. [PDF]
• U. Sa'ad, T. S. Do, T. P. Truong, Q. T. Do, M. C. Ho, and S. Cho, "Multi-Task Semantic Communication System for UAV Image Collection," in Proc. of IAAA, Hanoi, Vietnam, July 2025. [PDF]
• S. Lee, S. Choi, D. Won, Q. T. Do, J. Kim, and S. Cho, "A Survey on Intelligent Traffic Steering Techniques," in Proc. of ICUFN, Lisbon, Portugal, July 2025. [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]
• T. S. Do, T. P. Truong, Q. T. Do, D. Won, N.-N. Dao, and S. Cho, "A review in multi-modal semantic communication systems," in Proc. of APCC, Bali, Indonesia, November 2024. [PDF]
• A.-T. Tran, T. P. Truong, M. C. Ho, T. S. Do, Q. T. Do, D. Won, N. N. Dao, and S.Cho, "A DDPG-based Framework to Optimize Hierarchical Rate Splitting Multiple Access," in Proc. of ICMIC, Kuala Lumpur, Malaysia, August 2024. [PDF]
• T. T. Win, D. Won, Q. T. Do, J. Oh, T. T. H. Pham, J. Paek, and S. Cho, "A Survey on Semantic Communications System Based on Multi-modal Data," in Proc. of International Conference on Information Networking (ICOIN) , Ho Chi Minh, Vietnam, January 2024. [PDF]
• Q. T. Do, A.-T. Tran, D. S. Lakew, H. Kim, Y. Son, H. T. Lee, J. Paek, and S. Cho, "UAV-Satellite Integration for Communication System: Potential Applications and Key Challenges," in Proc. of 2023 14th International Conference on Information and Communication Technology Convergence (ICTC) , Jeju Island, Korea, Republic of, October, 2023. [PDF]
• D. T. Hua, D. Lee, A. -T. Tran, D. S. Lakew, Q. T. Do, and S. Cho, "Early-Exiting DNN MIMO Detector Design with Fast Signal Estimation Process," in Proc. of International Conference on Artificial Intelligence in Information and Communication (ICAIIC) , Bali, Indonesia, February 2023. [PDF] [IEEE Xplore]
• A. -T. Tran, D. S. Lakew, D. T. Hua, Q. T. Do, N. -N. Dao, and S. Cho, "A Review on Rate-Splitting Multiple Access-Assisted Downlink Networks: Energy Optimizations," in Proc. of International Conference on Artificial Intelligence in Information and Communication (ICAIIC) , Bali, Indonesia, February 2023. [PDF] [IEEE Xplore]
• 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 International Conference on Information Networking (ICOIN) , Bangkok, Thailand, January, 2023. [PDF] [IEEE Xplore]
• Q. T. Do, D.S. Lakew, A.-T. Tran, D. T. Hua, and S. Cho, "A Review on Recent Approaches in mmWave UAV-Aided Communication Networks and Open Issues," in Proc. of International Conference on Information Networking (ICOIN) , Bangkok, Thailand, January, 2023. [PDF] [IEEE Xplore]
• A.-T. Tran, D.S. Lakew, D. T. Hua, Q. T. Do, N.-N. Dao, and S. Cho, "A Review on Rate-Splitting Multiple Access-Assisted Downlink Networks: Rate Optimizations," in Proc. of International Conference on Information Networking (ICOIN) , Bangkok, Thailand, January, 2023. [PDF] [IEEE Xplore]
• Q. T. Do, D. T. Hua, A. T. Tran, and S. Cho, "Energy Efficient Multi-UAV Communication Using DDPG," in Proc. of 2022 13th International Conference on Information and Communication Technology Convergence (ICTC) , Jeju Island, Korea, Republic of, October, 2022. [PDF] [IEEE Xplore]
• D. T. Hua, Q. T. Do, T. V. Nguyen, C. M. Ho, and S. Cho, "Trajectory Design in multi-UAV-assisted RSMA Downlink Communication," in Proc. of 2022 13th International Conference on Information and Communication Technology Convergence (ICTC) , Jeju Island, Korea, Republic of, October, 2022. [PDF] [IEEE Xplore]