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UCLab Ultra-Intelligent Computing / Communication Laboratory Chung-Ang University ↗
Tung Son Do

Ph.D. Students

Tung Son Do

Ph.D. Student (2026.3~)

tsdo at uclab.re.kr

Research & affiliation

  • Ubiquitous Computing
  • Semantic Communication
  • Machine Learning

Education

Contact

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

Publication record

Publications

50

International Journal Paper

6 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," Elsevier Engineering Applications of Artificial Intelligence, vol. 182, no. 116063, October 2026. [PDF] [Open Access PDF] (IF 9.0, Top 3.1%)
  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," IEEE Transactions on Communications, vol. 74, pp. 13640-13656, September 2026. [PDF] [IEEE Xplore] [Open Access PDF] (IF 8.4, Top 9.6%)
  3. H. D. Mac, T. P. Truong, K. N. T. Tran, T. S. Do, M. C. Ho, and S. Cho, "Federated Dual Proximal Regularization for Energy-Efficient Decentralized UAV Navigation," to appear in Elsevier ICT Express, 2026. [PDF] [Open Access PDF] (IF 4.6, Top 31.4%)
  4. 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. [PDF] [IEEE Xplore] [Open Access PDF] (IF 8.7, Top 5.8%)
  5. 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," IEEE Transactions on Vehicular Technology, vol. 75, no. 4, pp. 6254-6269, April 2026. [PDF] [IEEE Xplore] [Open Access PDF] (IF 7.1, Top 11.1%)
  6. 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, vol. 11, no. 2, pp. 335-340, April 2025. [PDF] [Open Access PDF] (IF 4.1, Top 23.1%)

International Conferences

33 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] [IEEE Xplore]
  2. K. N. T. Tran, T. P. Truong, T. S. Do, H. D. Mac, and S. Cho, "QoS-Aware Spectral Efficiency Maximization for RIS-Aided OTFS-NOMA in High-Speed Railway Communications," in Proc. of IEEE VTC2026-Fall, Boston, MA, USA, September 2026. [PDF] [IEEE Xplore]
  3. 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]
  4. K. N. T. Tran, T. P. Truong, T. S. Do, H. D. Mac, M. C. Ho, and S. Cho, "Worst-User Rate Maximization in ARIS-Assisted OTFS-NOMA Systems Using Deep Reinforcement Learning," in Proc. of IAAA, Ho Chi Minh, Vietnam, July 2026. [PDF]
  5. 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] [IEEE Xplore]
  6. H. D. Mac, K. N. T. Tran, T. S. Do, and S. Cho, "Federated Deep Reinforcement Learning for MEC-UAV Network: A Survey," in Proc. of ICUFN, Milan, Italy, July 2026. [PDF] [IEEE Xplore]
  7. T. S. Do, T. P. Truong, V. N. Nguyen, T. M. T. Nguyen, S. Choi, and S. Cho, "Satellite Semantic Communication: A Survey on Architectures, Onboard Processing, and Inter-Satellite Networking," in Proc. of ICUFN, Milan, Italy, July 2026. [PDF] [IEEE Xplore]
  8. K. N. T. Tran, T. S. Do, H. D. Mac, and S. Cho, "A Survey for Integrating FAS, RIS, and Hybrid NOMA-MEC in 6G Wireless Network," in Proc. of ICUFN, Milan, Italy, July 2026. [PDF] [IEEE Xplore]
  9. 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]
  10. K. N. T. Tran, H. D. Mac, T. S. Do, D. Won, and S. Cho, "Recent Advancements in Rate-Splitting Multiple Access with a Focus on Antenna Technologies: A Survey," in Proc. of ICAIIC, Tokyo, Japan, February 2026. [PDF] [IEEE Xplore]
  11. 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] [IEEE Xplore]
  12. 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] [IEEE Xplore]
  13. K. N. T. Tran, H. D. Mac, T. S. Do, D. Won, and S. Cho, "Rate-Splitting Multiple Access for Enhanced RIS and Integrated Sensing and Communication Systems: A Survey," in Proc. of ICOIN, Hanoi, Vietnam, January 2026. [PDF] [IEEE Xplore]
  14. 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] [IEEE Xplore]
  15. T. S. Do, T. P. Truong, H. H. Tran, K. N. T. Tran, M. C. Ho, A. T. Tran, V. N. Vu, and S. Cho, "Multi-Task Semantic Communication System for DNA Transmision," in Proc. of ICOIN, Hanoi, Vietnam, January 2026. [PDF] [IEEE Xplore] (Best Paper Award)
  16. T. M. T. Nguyen, T. V. 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]
  17. M. C. Ho, T. T. T. Dinh, T. S. Do, and S. Cho, "Proximal Policy Optimization for Latency Minimization in FL-Assisted Fluid Antenna Systems with MC-NOMA," in Proc. of APCC, Osaka, Japan, November 2025. [PDF] [IEEE Xplore]
  18. 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] [IEEE Xplore]
  19. 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]
  20. H. H. Tran, T. S. Do, T. P. Truong, N.-N. Dao, and S. Cho, "Enhanced Stochastic Geometry Models for Point Processes and Clustering via Machine Learning," in Proc. of NOLTA, Okinawa, Japan, October 2025. [PDF]
  21. T. P. Truong, T. S. Do, J. Kim, S. Choi, J. Oh, and S. Cho, "Efficient Offloading for Edge Computing in UAV-Assisted Maritime Networks," in Proc. of ICMIC, Cebu, Philippines, August 2025. [PDF] [IEEE Xplore] (Excellent Paper Award)
  22. M. C. Ho, T. T. Win, T. S. Do, W. Na, and S. Cho, "Energy-Efficient DDPG-Based UAV-Assisted Asynchronous Federated Learning with MC-NOMA in IoT Networks," in Proc. of IAAA, Hanoi, Vietnam, July 2025. [PDF] (Best Paper Award)
  23. 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]
  24. D. S. Lakew, T. P. Truong, T. S. Do, S. Choi, C. Lee, Y. Lee, and S. Cho, "Intelligent Aerial Multiple Access-Enhanced Maritime Communications," in Proc. of IAAA, Hanoi, Vietnam, July 2025. [PDF]
  25. S. Choi, J. Oh, T. S. Do, S. Hong, J. Kim, and S. Cho, "A Survey on Noise Detection and Correction in Semantic Communication," in Proc. of ICUFN, Lisbon, Portugal, July 2025. [PDF] [IEEE Xplore]
  26. 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]
  27. 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)
  28. 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]
  29. D. Won, T. P. Truong, C. Song, J. Kim, T. S. Do, and S. Cho, "ML-Based Task-Oriented Offloading: A Survey," in Proc. of ICOIN, Chiang Mai, Thailand, January 2025. [PDF] [IEEE Xplore]
  30. 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] [IEEE Xplore]
  31. T. P. Truong, T. S. Do, D. Hur, and S. Cho, "A Review and Vision of Quantum Communications and Networking," in Proc. of APCC, Bali, Indonesia, November 2024. [PDF] [IEEE Xplore]
  32. 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] [IEEE Xplore]
  33. T. S. Do, T. P. Truong, A.-T. Tran, D. Won, N.-N. Dao, and S. Cho, "A Review on UAV-Assisted Resource Allocation," in Proc. of ICUFN, Budapest, Hungary, July 2024. [PDF] [IEEE Xplore]

Korean Conferences

11 records
  1. 최성진, 오준석, 이동현, Thanh Phung Truong, 송치현, T. S. Do, 이승찬, 김주영, and 조성래, "6G 네트워크 자원할당을 위한 제약 기반 강화학습 기법 동향," 한국통신학회 하계종합학술발표회, 제주도, June 2026. [PDF]
  2. T. S. Do and 조성래, "UAV 지원 시맨틱 통신 시스템에 관한 기술 동향," 통신정보 합동학술대회, 여수, April 2026. [PDF]
  3. Quang Tuan Do, T. S. Do, Thanh Phung Truong, and 조성래, "UAV 네트워크에서의 의미론적 통신을 위한 딥러닝: 최신 기술 동향 및 향후 과제," 통신정보 합동학술대회, 여수, April 2026. [PDF]
  4. T. S. Do, Thanh Phung Truong, Quang Tuan Do, Hoang Hao Tran, and 조성래, "Recent Advances in the Quantum Satellite Communication Systems," 한국통신학회 하계종합학술발표회, 제주도, June 2025. [PDF]
  5. T. S. Do, Thanh Phung Truong, 김가현, and 조성래, "A Study on Multi-Tasking Semantic Communication Systems," 통신정보 합동학술대회, 속초, April 2025. [PDF]
  6. T. S. Do, Thanh Phung Truong, Quang Tuan Do, and 조성래, "A Study on the Semantic Communication Systems," 한국통신학회 추계종합학술발표회, 경주, November 2024. [PDF]
  7. Quang Tuan Do, T. S. Do, Thanh Phung Truong, 원동욱, and 조성래, "A Survey on Task-Oriented Semantic Communication," 한국통신학회 추계종합학술발표회, 경주, November 2024. [PDF]
  8. 원동욱, 허동현, 김가현, T. S. Do, and 조성래, "시맨틱 통신 기반의 오프로딩 기법에 관한 연구 동향 조사," 한국통신학회 추계종합학술발표회, 경주, November 2024. [PDF]
  9. T. S. Do, Thanh Phung Truong, and 조성래, "A Review of the Quantum Semantic Systems," 한국통신학회 하계종합학술발표회, 제주도, June 2024. [PDF]
  10. T. S. Do, Thanh Phung Truong, and 조성래, "A Review of Multi-User Semantic Communication," 한국통신학회 하계종합학술발표회, 제주도, June 2024. [PDF]
  11. Manh Cuong Ho, 이동현, Quang Tuan Do, T. S. Do, and 조성래, "Delay Minimization in Uplink UAV-aided FL Systems with MC-NOMA," 한국통신학회 하계종합학술발표회, 제주도, June 2024. [PDF]