S. Cho, J. S. Oh, D. H. Lee, and V. D. Tuong, "D2d scheduling method and apparatus in uav-based iot network ," US Patent, US20250048404A1, Feb 2025. Patent link.

T. P. Truong, P. N. Tran, J. Oh, D. Lee, V. D. Tuong, N.-N. Dao, and S. Cho, "Energy Efficiency in Quantized MIMO-NOMA Communication Systems," IEEE Transactions on Cognitive Communications and Networking, early access, Mar 2026. Article link.

V. D. Tuong and S. Cho, "Deep-Learning-Based Resource Allocation for 6G NOMA-Assisted Backscatter Communications," IEEE Internet of Things Journal, vol. 11, no. 19, Oct 2024, pp. 32234-32243. Article link.

V. D. Tuong, W. Noh, and S. Cho, "Spatial Deep Learning-Based Dynamic TDD Control for UAV-Assisted 6G Hotspot Networks," IEEE Transactions on Industrial Informatics, vol. 20, no. 9, Sep 2024, pp. 11092-11102. Article link.

V. D. Tuong, W. Noh, and S. Cho, "Sparse CNN and Deep Reinforcement Learning-Based D2D Scheduling in UAV- Assisted Industrial IoT Networks," IEEE Transactions on Industrial Informatics, vol. 20, no. 1, Jan 2024, pp. 213-223. Article link.

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," IEEE Internet of Things Journal, vol. 10, no. 5, Mar 2023, pp. 4605-4620. Article link.

V. D. Tuong, W. Noh, and S. Cho, "Delay Minimization for NOMA-enabled Mobile Edge Computing in Industrial Internet of Things," IEEE Transactions on Industrial Informatics, vol. 18, no. 10, Oct 2022, pp. 7321-7331. Article link.

D. S. Lakew, V. D. Tuong, N.-N. Dao, and S. Cho, "Adaptive Partial Offloading and Resource Harmonization in Wireless Edge Computing-Assisted IoE Networks," IEEE Transactions on Network Science and Engineering, vol. 9, no. 5, Sep-Oct 2022, pp. 3028-3044. Article link.

T.-V. Nguyen, N.-N. Dao, V. D. Tuong, W. Noh, and S. Cho, "User-Aware and Flexible Proactive Caching using LSTM and Ensemble Learning in IoT-MEC Networks," IEEE Internet of Things Journal, vol. 9, no. 5, Mar 2022, pp. 3251-3269. Article link.

V. D. Tuong, N.-N. Dao, W. Noh, and S. Cho, "Deep Reinforcement Learning-Based Hierarchical Time Division Duplexing Control for Dense Wireless and Mobile Networks," IEEE Transactions on Wireless Communications, vol. 20, no. 11, Nov 2021, pp. 7135-7150. Article link.

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," IEEE Internet of Things Journal, vol. 8, no. 17, Sep 2021, pp. 13196-13208. Article link.

V. D. Tuong, N. T. Khanh, N.-N. Dao, and S. Cho, "Predictive Modeling of Frequency Hopping Signals via Deep Reinforcement Learning," in Proc. of ICOIN, Hanoi, Vietnam, Jan 2026 . Article link.

V. D. Tuong, T. P. Truong, A.-T. Tran, T.-V. Nguyen, N.-N. Dao, and S. Cho, "Reinforcement Learning For Resource Allocation in NOMA-Enabled Backscatter Communications," in IEICE Proc. Series, Quang Ninh, Vietnam, Dec 2024. Article link.

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. Article link.

V. D. Tuong, D. Kim, E.-J. Kim, J. Paek, and S. Cho, "Optimal Resource Allocation for NOMA-Assisted Backscatter Communication in 6G Internet of Vehicles Networks," in Proc. of ICOIN, Ho Chi Minh, Vietnam, Jan 2024. (Best Paper Award). Article link.

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 ReinforcementLearning-Based Sum-Rate Maximization for Uplink Multi-user SIMO-RSMA Systems," in Intelligence of Things: Technologies and Applications, Springer Nature Switzerland, 2023. (Best Paper Award). Article link.

V. D. Tuong, N. C. Luong, and S. Cho, "Machine Learning-Based Energy-Efficient Task Offloading for Mobile Edge Computing in UAV-Assisted Maritime Networks," in Proc. of ICMIC, Jeju, South Korea, Aug 2023. Article link.

V. D. Tuong, N.-N. Dao, W. Noh, and S. Cho, "Dynamic Time Division Duplexing for Green Internet of Things," in Proc. of ICOIN, Jeju,Korea, Jan 2022. Article link.

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," in Proc. of ICOIN, Jeju, Korea, Jan 2021. Article link.

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," in Proc. of ICOIN, Jeju, Korea, Jan 2021. Article link.

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 Non-orthogonal Multiple Access MEC Networks," in Proc. of ICTC, Jeju, Korea, Oct 2020. Article link.

N. Kim, Y. Lee, C. Lee, T. V. Nguyen, V. D. Tuong, and S. Cho, "GPU-specific Task Offloading in the Mobile Edge Computing Network," in Proc. of ICTC, Jeju, Korea, Oct 2020. Article link.

A.-T. Tran, T.-V. Nguyen, V. D. Tuong, N.-N. Dao, and S. Cho, "On Stalling Minimization of Adaptive Bitrate Video Services in Edge Caching Systems," in Proc. of ICOIN, Barcelona, Jan 2020. Article link.