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UCLabUltra-Intelligent Computing/Communication LaboratoryChung-Ang University
Quang Tuan Do

Ph.D. Students

Quang Tuan Do

Ph.D. Student (September 2023~)

dqtuan at uclab.re.kr

Research & Affiliation

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

Education

Contact

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

Publication record

Publications

37

International Journals

12 records
  1. Q. T. Do, T. S. Do, T. P. Truong, D. Won, N.-N. Dao, W. Noh, and S. Cho, "When Meaning Meets Purpose: A Survey on Semantic and Task-Oriented Communications," to appear in Elsevier Engineering Applications of Artificial Intelligence , 2026. ( IF 9.0, Top 3.1% ) [PDF] [Open Access PDF]
  2. T. S. Do, T. P. Truong, M. C. Ho, Q. T. Do, N.-N. Dao, H. Kim, and S. Cho, "Optimal Mean-Field Stackelberg Game-Inspired Resource Allocation for Scalable Multi-Modal Semantic Communications in 6G Networks," to appear in IEEE Transactions on Communications , 2026. ( IF 8.4, Top 9.6% ) [PDF] [Open Access PDF]
  3. T. P. Truong, T. S. Do, Q. T. Do, M. C. Ho, D. Won, A.-T. Tran, and S. Cho, "UAV-Enabled Semantic-Bit Coexisting Communication Relay Systems," IEEE Internet of Things Journal , vol. 13, no. 17, pp. 38490-38504, September 2026. ( IF 8.7, Top 5.8% ) [PDF] [IEEE Xplore] [Open Access PDF]
  4. 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]
  5. 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]
  6. 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]
  7. 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]
  8. Q. T. Do, D.-T. 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]
  9. 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]
  10. G. Woraphonbenjakul, Q. T. Do, and 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]
  11. 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 , 2023. ( IF: 10.6, Top 2.2% ) [PDF] [IEEE Xplore]
  12. 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

25 records
  1. T. S. Do, K. N. T. Tran, A.-T. Tran, Q. T. Do, and S. Cho, "HDPE-DeepSC: Hierarchical Differentiable Point Extraction for An Effective Point Cloud Semantic Communication System," in Proc. of IEEE VTC2026-Fall, Boston, MA, USA, September 2026. [PDF]
  2. T. S. Do, T. P. Truong, K. N. T. Tran, Q. T. Do, M. C. Ho, and S. Cho, "Optimal Transport-Based UAV Positioning for AoI-Aware IoT Data Acquisition with Wireless Power Transfer," in Proc. of IAAA, Ho Chi Minh, Vietnam, July 2026. [PDF]
  3. Q. T. Do, T. S. Do, T. P. Truong, D. Won, and S. Cho, "Joint Trajectory and Scheduling Optimization for UAV-Assisted 6G Networks: A Deep Reinforcement Learning Approach with Throughput-AoI Trade-off," in Proc. of ICUFN, Milan, Italy, July 2026. [PDF]
  4. 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]
  5. 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]
  6. 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]
  7. 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]
  8. 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]
  9. T. S. Do, Q. T. Do, M. C. Ho, M. P. Nguyen, M. M. Islam, and S. Cho, "Lightweight CNN-Based Semantic Communication for Image Analysis," in Proc. of ICIT, Phuket, Thailand, November 2025. [PDF]
  10. 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]
  11. S. Lee, S. Choi, D. Won, Q. T. Do, J. Kim, and S. Cho, "A Survey on Intelligent Traffic Steering Techniques in O-RAN," in Proc. of ICUFN, Lisbon, Portugal, July 2025. [PDF]
  12. Q. T. Do, D. Won, T. S. Do, T. P. Truong, and S. Cho, "Security and Privacy Challenges in Semantic Communication Networks," in Proc. of ICAIIC, Fukuoka, Japan, February 2025. [PDF] [IEEE Xplore]
  13. T. S. Do, T. P. Truong, Q. T. Do, D. Won, A. B. Wondmagegn, and S. Cho, "Super-Resolution Semantic Communication System for Satellite Image," in Proc. of ICAIIC, Fukuoka, Japan, February 2025. [PDF] [IEEE Xplore] (Excellent Paper Award)
  14. 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]
  15. 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]
  16. 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]
  17. 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]
  18. Q. T. Do, A.-T. Tran, D. S. Lakew, H. Kim, Y. Son, H. 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]
  19. 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]
  20. 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]
  21. 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]
  22. 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]
  23. 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]
  24. 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]
  25. D.-T. Hua, Q. T. Do, T. V. Nguyen, M. C. 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]