| 2025 | WCNC | Defeating Eavesdropping Attacks with Inter-Cell Interference and Deep Reinforcement Learning. | Nguyen Van Huynh, Diep N. Nguyen, Lorenzo Mucchi, Stefano Caputo, Massimo Piccardi, Dinh Thai Hoang, Eryk Dutkiewicz |
| 2025 | WCNC | Network Energy Saving for 6G and Beyond: A Deep Reinforcement Learning Approach. | Dinh-Hieu Tran, Nguyen Van Huynh, Soumeya Kaada, Van Nhan Vo, Eva Lagunas, Symeon Chatzinotas |
| 2023 | GLOBECOM | Deep Deterministic Policy Gradient for End-to-End Communication Systems without Prior Channel Knowledge. | Bolun Zhang, Nguyen Van Huynh |
| 2023 | WCNC | Defeating Eavesdroppers with Ambient Backscatter Communications. | Nguyen Van Huynh, Nguyen Quang Hieu, Nam Hoai Chu, Diep N. Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz |
| 2021 | GLOBECOM | Dynamic Optimal Coding and Scheduling for Distributed Learning over Wireless Edge Networks. | Nguyen Van Huynh, Dinh Thai Hoang, Diep N. Nguyen, Eryk Dutkiewicz |
| 2021 | WCNC | Fast or Slow: An Autonomous Speed Control Approach for UAV-assisted IoT Data Collection Networks. | Nam Hoai Chu, Dinh Thai Hoang, Diep N. Nguyen, Nguyen Van Huynh, Eryk Dutkiewicz |
| 2020 | GLOBECOM | Optimal Beam Association in mmWave Vehicular Networks with Parallel Reinforcement Learning. | Nguyen Van Huynh, Diep N. Nguyen, Dinh Thai Hoang, Eryk Dutkiewicz |
| 2020 | GLOBECOM | Energy Trading and Time Scheduling for Energy-Efficient Heterogeneous Low-Power IoT Networks. | Ngoc-Tan Nguyen, Diep N. Nguyen, Dinh Thai Hoang, Nguyen Van Huynh, Hoang-Nam Nguyen, Quoc-Tuan Nguyen, Eryk Dutkiewicz |
| 2020 | WCNC | Defeating Smart and Reactive Jammers with Unlimited Power. | Nguyen Van Huynh, Dinh Thai Hoang, Diep N. Nguyen, Eryk Dutkiewicz, Markus Mueck |
| 2018 | GLOBECOM | Reinforcement Learning Approach for RF-Powered Cognitive Radio Network with Ambient Backscatter. | Nguyen Van Huynh, Dinh Thai Hoang, Diep N. Nguyen, Eryk Dutkiewicz, Dusit Niyato, Ping Wang |
| 2018 | GLOBECOM | Offloading Energy Efficiency with Delay Constraint for Cooperative Mobile Edge Computing Networks. | Thai T. Vu, Nguyen Van Huynh, Dinh Thai Hoang, Diep N. Nguyen, Eryk Dutkiewicz |