Quang Tuan Do

Ph.D. Student (2023.9~)

dqtuan at uclab.re.kr

Research & affiliation

Machine Learning
Data Analysis

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.

Contact

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

Publication record

Publications

International Journals

09 records

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

19 records

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]