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Thanh Phung Truong

Ph.D. Student, Researcher

Ultra-Intelligent Computing/Communication Lab (UCLAB)

School of Computer Science and Engineering, Chung-Ang University, Seoul, South Korea

✉ tptruong@uclab.re.kr       ✉ thanhphung.mr@gmail.com

ResearchGate   UCLAB   GoogleScholar

BIOGRAPHY

Thanh Phung Truong received his B.Eng. degree in Electronics-Telecommunications Engineering from Ho Chi Minh City University of Technology, Vietnam, in 2018, and M.Eng. degree in Computer Science and Engineering from Chung-Ang University, South Korea, in 2022. He is currently pursuing his Ph.D. in Computer Science and Engineering at Chung-Ang University, South Korea. His research interests include wireless communication, machine learning, and data science.

EDUCATION

PROFESSIONAL TIMELINE

  • 2023 - present: Ph.D. Student, Ultra-Intelligent Computing/Communication Laboratory, Chung-Ang University, Seoul, South Korea.
  • 2022 - 2023: Data Scientist, Viettel Networks, Viettel Group, Hanoi, Vietnam.
  • 2020 - 2022: M.S. Student, Ultra-Intelligent Computing/Communication Laboratory, Chung-Ang University, Seoul, South Korea.
  • 2019 - 2020: FPGA Engineer, VinSmart Research and Manufacture Joint Stock Company, VinGroup, Hanoi, Vietnam.
  • 2018 - 2019: Logic Design Engineer, Arrive Technologies Vietnam, Ho Chi Minh City, Vietnam.

PUBLICATION

  • Journals:

    • T.-H. Nguyen, T. P. Truong, A.-T. Tran, N.-N. Dao, L. Park, and S. Cho, "Intelligent Heterogeneous Aerial Edge Computing for Advanced 5G Access", in IEEE Transactions on Network Science and Engineering, doi: 10.1109/TNSE.2024.3371434.
    • 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", Internet of Things, Volume 25, 2024, 101145, ISSN 2542-6605, doi: 10.1016/j.iot.2024.101145.
    • 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", in IEEE Internet of Things Journal, vol. 10, no. 5, pp. 4605-4620, March 1, 2023, doi: 10.1109/JIOT.2022.3218740.
    • T. P. Truong, N.-N. Dao, and S. Cho, HAMEC-RSMA: "Enhanced aerial computing systems with rate splitting multiple access", in IEEE Access, vol. 10, pp. 52398-52409, 2022, doi: 10.1109/ACCESS.2022.3173125.
    • T. V. Nguyen, T. P. Truong, T. M. T. Nguyen, W. Noh and S. Cho, "Achievable Rate Analysis of Two-Hop Interference Channel With Coordinated IRS Relay", in IEEE Transactions on Wireless Communications, vol. 21, no. 9, pp. 7055-7071, Sept. 2022, doi: 10.1109/TWC.2022.3154372.
    • 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", in IEEE Internet of Things Journal, vol. 8, no. 17, pp. 13196-13208, Sept.1, 2021, doi: 10.1109/JIOT.2021.3064995.

  • 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.
    • T. P. Truong, D. Hur, J. Oh, D. Lee, D. Won, J. Paek, and S. Cho, "NOMA-Enhanced Intelligent Semantic Communication Networks using Deep Reinforcement Learning," in Proc. of ICOIN , Ho Chi Minh City, Vietnam, January 2024.
    • T. P. Truong, T. M. T. Nguyen, T.-V. Nguyen, N.-N. Dao, and S. Cho, "RSMA for Uplink MIMO Systems: DRL-Based Achievable System Sum Rate Maximization," 2023 IEEE Globecom Workshops (GC Wkshps), Kuala Lumpur, Malaysia, 2023, pp. 878-883, doi: 10.1109/GCWkshps58843.2023.10464584.
    • 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, N.-N. Dao, T. N. Thinh, and N. T. Nguyen, Eds. Cham: Springer Nature Switzerland, 2023, pp. 36-45, doi: 10.1007/978-3-031-46573-4_4. (Best Paper Award)
    • T. P. Truong, N.-P. Tran, C. M. Ho, T. T. H. Pham, A.-T. Tran, and S. Cho, "Multiple Access in HAP-Enabled Maritime IoT Networks: A Deep Reinforcement Learning Approach," in Proc. of ICMIC, Jeju, South Korea, August 2023. (Outstanding Paper Award)
    • T. -H. Nguyen, T. P. Truong, N. -N. Dao, W. Na, H. Park and L. Park, "Deep Reinforcement Learning-based Partial Task Offloading in High Altitude Platform-aided Vehicular Networks", 2022 13th International Conference on Information and Communication Technology Convergence (ICTC), Jeju Island, Korea, Republic of, 2022, pp. 1341-1346, doi: 10.1109/ICTC55196.2022.9952890. (Best Paper Award)
    • T. P. Truong, A. -T. Tran, T. M. T. Nguyen, T. -V. Nguyen, A. Masood and S. Cho, "MEC-Enhanced Aerial Serving Networks via HAP: A Deep Reinforcement Learning Approach", 2022 International Conference on Information Networking (ICOIN), Jeju-si, Korea, Republic of, 2022, pp. 319-323, doi: 10.1109/ICOIN53446.2022.9687270.
    • A. Masood, T. -V. Nguyen, T. P. Truong and S. Cho, "Content Caching in HAP-Assisted Multi-UAV Networks Using Hierarchical Federated Learning", 2021 International Conference on Information and Communication Technology Convergence (ICTC), Jeju Island, Korea, Republic of, 2021, pp. 1160-1162, doi: 10.1109/ICTC52510.2021.9621115.
    • 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", 2021 International Conference on Information Networking (ICOIN), Jeju Island, Korea (South), 2021, pp. 577-581, doi: 10.1109/ICOIN50884.2021.9334019.
    • 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," 2021 International Conference on Information Networking (ICOIN), Jeju Island, Korea (South), 2021, pp. 755-757, doi: 10.1109/ICOIN50884.2021.9333849.
    • 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", 2020 International Conference on Information and Communication Technology Convergence (ICTC), Jeju, Korea (South), 2020, pp. 597-599, doi: 10.1109/ICTC49870.2020.9289406.

OTHERS

  • Academic scholarships/awards:

    • Best Paper Award, International Conference on Intelligence of Things 2023 (ICIT 2023), Ho Chi Minh City, Viet Nam;
    • Outstanding Paper Award, International Conference on Maritime IT Convergence 2023 (ICMIC 2023), Jeju Island, Korea;
    • Best Paper Award, International Conference on ICT Convergence 2022 (ICTC 2022), Jeju Island, Korea;
    • Chung-Ang University Young Scientist Scholarship, 2023-2025 (CAYSS) for Ph.D. program, awarded by Chung-Ang University, 2023;
    • Chung-Ang University Young Scientist Scholarship, 2020-2022 (CAYSS) for M.S. program, awarded by Chung-Ang University, 2020.

  • Academic Activities:

    • Program Committee Member, The First International Conference on Intelligence of Things (ICIT 2022), Hanoi, Vietnam, 08/2022;
    • TPC Member, 2024 IEEE Wireless Communications and Networking Conference (WCNC): Track 4 – Emerging Technologies, Network Architectures and Applications, Dubai, United Arab Emirates;
    • Reviewer: IEEE JSAC, IEEE TWC, IEEE IOTJ, IEEE ACCESS.

  • Social activities:

    • First prize in Chinese chess, VSAK (Vietnamese Students’ Association in Korea) Sport Woori Bank Union Cup 2023 (Aug. 2023);
    • Head of Organization board, CAU-OPEN 2021 - VIRTUAL RUN, Chung-Ang University (Sept. 2021).
    • Vice President, Vietnamese Students' Association in Chung-Ang University (Oct. 2021 – Mar. 2022);
    • Member of the Executive Committee, Vietnamese Students' Association in Chung-Ang University (Oct. 2020 – Oct. 2021).