A generalized resource allocation framework in support of multi-layer virtual network embedding based on SDN. - Nguyen Huu Thanh 001; Anh-Vu Vu; Lam Duc Nguyen; Nguyen Van Huynh; Tran Manh Nam; Quynh Thu Ngo 001; Thu-Huong Truong; Nguyen Tai Hung; Thomas Magedanz (Comput. Networks, 2015)

An Energy-Aware Embedding Algorithm for Virtual Data Centers. - Tran Manh Nam; Nguyen Van Huynh; Le Quang Dai; Huu-Thanh Nguyen 001 (ITC, 2016)

Physical-virtual topological visualization of OF@TEIN SDN-enabled multi-site cloud. - Muhammad Usman 012; Aris Cahyadi Risdianto; Jung-Su Han; JongWon Kim 001; Nguyen Van Huynh (ICOIN, 2017)

Joint network embedding and server consolidation for energy-efficient dynamic data center virtualization. - Tran Manh Nam; Nguyen Huu Thanh 001; Hoang Trung Hieu; Nguyen Tien Manh; Nguyen Van Huynh; Hoang Duong Tuan (Comput. Networks, 2017)

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 001 (GLOBECOM, 2018)

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 (GLOBECOM, 2018)

Ambient Backscatter Communications: A Contemporary Survey. - Nguyen Van Huynh; Dinh Thai Hoang; Xiao Lu 001; Dusit Niyato; Ping Wang 001; Dong In Kim 001 (IEEE Commun. Surv. Tutorials, 2018)

Optimal Time Scheduling for Wireless-Powered Backscatter Communication Networks. - Nguyen Van Huynh; Dinh Thai Hoang; Dusit Niyato; Ping Wang 001; Dong In Kim 001 (IEEE Wirel. Commun. Lett., 2018)

Real-Time Network Slicing with Uncertain Demand: A Deep Learning Approach. - Nguyen Van Huynh; Dinh Thai Hoang; Diep N. Nguyen; Eryk Dutkiewicz (ICC, 2019)

Energy Management and Time Scheduling for Heterogeneous IoT Wireless-Powered Backscatter Networks. - Ngoc-Tan Nguyen; Nguyen Van Huynh; Dinh Thai Hoang; Diep N. Nguyen; Nam-Hoang Nguyen; Quoc-Tuan Nguyen; Eryk Dutkiewicz (ICC, 2019)

Optimal and Fast Real-time Resources Slicing with Deep Dueling Neural Networks. - Nguyen Van Huynh; Dinh Thai Hoang; Diep N. Nguyen; Eryk Dutkiewicz (CoRR, 2019)

Optimal and Fast Real-Time Resource Slicing With Deep Dueling Neural Networks. - Nguyen Van Huynh; Dinh Thai Hoang; Diep N. Nguyen; Eryk Dutkiewicz (IEEE J. Sel. Areas Commun., 2019)

"Jam Me If You Can: " Defeating Jammer With Deep Dueling Neural Network Architecture and Ambient Backscattering Augmented Communications. - Nguyen Van Huynh; Diep N. Nguyen; Dinh Thai Hoang; Eryk Dutkiewicz (IEEE J. Sel. Areas Commun., 2019)

Optimal and Low-Complexity Dynamic Spectrum Access for RF-Powered Ambient Backscatter System With Online Reinforcement Learning. - Nguyen Van Huynh; Dinh Thai Hoang; Diep N. Nguyen; Eryk Dutkiewicz; Dusit Niyato; Ping Wang 001 (IEEE Trans. Commun., 2019)

Optimal Beam Association in mmWave Vehicular Networks with Parallel Reinforcement Learning. - Nguyen Van Huynh; Diep N. Nguyen; Dinh Thai Hoang; Eryk Dutkiewicz (GLOBECOM, 2020)

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 (GLOBECOM, 2020)

Defeating Jamming Attacks with Ambient Backscatter Communications. - Nguyen Van Huynh; Diep N. Nguyen; Dinh Thai Hoang; Eryk Dutkiewicz; Markus Mueck; Srikathyayani Srikanteswara (ICNC, 2020)

Defeating Smart and Reactive Jammers with Unlimited Power. - Nguyen Van Huynh; Dinh Thai Hoang; Diep N. Nguyen; Eryk Dutkiewicz; Markus Mueck (WCNC, 2020)

A Comprehensive Survey of Enabling and Emerging Technologies for Social Distancing - Part I: Fundamentals and Enabling Technologies. - Cong Thanh Nguyen 001; Yuris Mulya Saputra; Nguyen Van Huynh; Ngoc-Tan Nguyen; Tran Viet Khoa; Bui Minh Tuan; Diep N. Nguyen; Dinh Thai Hoang; Thang X. Vu; Eryk Dutkiewicz; Symeon Chatzinotas; Björn E. Ottersten (IEEE Access, 2020)

A Comprehensive Survey of Enabling and Emerging Technologies for Social Distancing - Part II: Emerging Technologies and Open Issues. - Cong Thanh Nguyen 001; Yuris Mulya Saputra; Nguyen Van Huynh; Ngoc-Tan Nguyen; Tran Viet Khoa; Bui Minh Tuan; Diep N. Nguyen; Dinh Thai Hoang; Thang X. Vu; Eryk Dutkiewicz; Symeon Chatzinotas; Björn E. Ottersten (IEEE Access, 2020)

Ambient Backscatter: A Novel Method to Defend Jamming Attacks for Wireless Networks. - Nguyen Van Huynh; Diep N. Nguyen; Dinh Thai Hoang; Eryk Dutkiewicz; Markus Mueck (IEEE Wirel. Commun. Lett., 2020)

Dynamic Optimal Coding and Scheduling for Distributed Learning over Wireless Edge Networks. - Nguyen Van Huynh; Dinh Thai Hoang; Diep N. Nguyen; Eryk Dutkiewicz (GLOBECOM, 2021)

Defeating Reactive Jammers with Deep Dueling-based Deception Mechanism. - Nguyen Van Huynh; Diep N. Nguyen; Dinh Thai Hoang; Eryk Dutkiewicz (ICC, 2021)

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 (WCNC, 2021)

Transfer Learning for Future Wireless Networks: A Comprehensive Survey. - Cong Thanh Nguyen 001; Nguyen Van Huynh; Nam Hoai Chu; Yuris Mulya Saputra; Dinh Thai Hoang; Diep N. Nguyen; Quoc-Viet Pham; Dusit Niyato; Eryk Dutkiewicz; Won-Joo Hwang (CoRR, 2021)

Optimal Beam Association for High Mobility mmWave Vehicular Networks: Lightweight Parallel Reinforcement Learning Approach. - Nguyen Van Huynh; Diep N. Nguyen; Dinh Thai Hoang; Eryk Dutkiewicz (IEEE Trans. Commun., 2021)

DeepFake: Deep Dueling-Based Deception Strategy to Defeat Reactive Jammers. - Nguyen Van Huynh; Dinh Thai Hoang; Diep N. Nguyen; Eryk Dutkiewicz (IEEE Trans. Wirel. Commun., 2021)

Time Scheduling and Energy Trading for Heterogeneous Wireless-Powered and Backscattering-Based IoT Networks. - Ngoc-Tan Nguyen; Diep N. Nguyen; Dinh Thai Hoang; Nguyen Van Huynh; Eryk Dutkiewicz; Nam-Hoang Nguyen; Quoc-Tuan Nguyen (IEEE Trans. Wirel. Commun., 2021)

A Novel Covert Communication Method using Ambient Backscatter Communications. - Nguyen Van Huynh; Nguyen Quang Hieu; Nam Hoai Chu; Diep N. Nguyen; Dinh Thai Hoang; Eryk Dutkiewicz (CoRR, 2022)

Joint Coding and Scheduling Optimization for Distributed Learning Over Wireless Edge Networks. - Nguyen Van Huynh; Dinh Thai Hoang; Diep N. Nguyen; Eryk Dutkiewicz (IEEE J. Sel. Areas Commun., 2022)

Transfer Learning for Wireless Networks: A Comprehensive Survey. - Cong Thanh Nguyen 001; Nguyen Van Huynh; Nam Hoai Chu; Yuris Mulya Saputra; Dinh Thai Hoang; Diep N. Nguyen; Quoc-Viet Pham; Dusit Niyato; Eryk Dutkiewicz; Won-Joo Hwang (Proc. IEEE, 2022)

Defeating Super-Reactive Jammers With Deception Strategy: Modeling, Signal Detection, and Performance Analysis. - Nguyen Van Huynh; Diep N. Nguyen; Dinh Thai Hoang; Thang X. Vu; Eryk Dutkiewicz; Symeon Chatzinotas (IEEE Trans. Wirel. Commun., 2022)

Transfer Learning for Signal Detection in Wireless Networks. - Nguyen Van Huynh; Geoffrey Ye Li (IEEE Wirel. Commun. Lett., 2022)

Deep Deterministic Policy Gradient for End-to-End Communication Systems without Prior Channel Knowledge. - Bolun Zhang; Nguyen Van Huynh (GLOBECOM, 2023)

Defeating Eavesdroppers with Ambient Backscatter Communications. - Nguyen Van Huynh; Nguyen Quang Hieu; Nam Hoai Chu; Diep N. Nguyen; Dinh Thai Hoang; Eryk Dutkiewicz (WCNC, 2023)

Joint Speed Control and Energy Replenishment Optimization for UAV-Assisted IoT Data Collection With Deep Reinforcement Transfer Learning. - Nam Hoai Chu; Dinh Thai Hoang; Diep N. Nguyen; Nguyen Van Huynh; Eryk Dutkiewicz (IEEE Internet Things J., 2023)

Distributed-Training-and-Execution Multi-Agent Reinforcement Learning for Power Control in HetNet. - Kaidi Xu; Nguyen Van Huynh; Geoffrey Ye Li (IEEE Trans. Commun., 2023)

Generative AI for Unmanned Vehicle Swarms: Challenges, Applications and Opportunities. - Guangyuan Liu 003; Nguyen Van Huynh; Hongyang Du; Dinh Thai Hoang; Dusit Niyato; Kun Zhu 001; Jiawen Kang 001; Zehui Xiong; Abbas Jamalipour; Dong In Kim 001 (CoRR, 2024)

Emerging Technologies for 6G Non-Terrestrial-Networks: From Academia to Industrial Applications. - Cong Thanh Nguyen 001; Yuris Mulya Saputra; Nguyen Van Huynh; Tan N. Nguyen; Dinh Thai Hoang; Diep N. Nguyen; Van-Quan Pham; Miroslav Voznák; Symeon Chatzinotas; Dinh-Hieu Tran (CoRR, 2024)

A Universal Deep Neural Network for Signal Detection in Wireless Communication Systems. - Khalid Albagami; Nguyen Van Huynh; Geoffrey Ye Li (CoRR, 2024)

Multi-Agent Deep Reinforcement Learning for Resilience Optimization in 5G RAN. - Soumeya Kaada; Dinh-Hieu Tran; Nguyen Van Huynh; Marie-Line Alberi-Morel; Sofiene Jelassi; Gerardo Rubino (CoRR, 2024)

Deep Reinforcement Learning for Network Energy Saving in 6G and Beyond Networks. - Dinh-Hieu Tran; Nguyen Van Huynh; Soumeya Kaada; Van Nhan Vo 001; Eva Lagunas; Symeon Chatzinotas (CoRR, 2024)

Dynamic Spectrum Access for Ambient Backscatter Communication-assisted D2D Systems with Quantum Reinforcement Learning. - Nguyen Van Huynh; Bolun Zhang; Dinh-Hieu Tran; Dinh Thai Hoang; Diep N. Nguyen; Gan Zheng; Dusit Niyato; Quoc-Viet Pham (CoRR, 2024)

Emerging Technologies for 6G Non-Terrestrial-Networks: From Academia to Industrial Applications. - Cong Thanh Nguyen 001; Yuris Mulya Saputra; Nguyen Van Huynh; Tan N. Nguyen; Dinh Thai Hoang; Diep N. Nguyen; Van-Quan Pham; Miroslav Voznák; Symeon Chatzinotas; Dinh Hieu Tran (IEEE Open J. Commun. Soc., 2024)

Generative AI for Physical Layer Communications: A Survey. - Nguyen Van Huynh; Jiacheng Wang 001; Hongyang Du; Dinh Thai Hoang; Dusit Niyato; Diep N. Nguyen; Dong In Kim 001; Khaled B. Letaief (IEEE Trans. Cogn. Commun. Netw., 2024)

Countering Eavesdroppers With Meta- Learning-Based Cooperative Ambient Backscatter Communications. - Nam Hoai Chu; Nguyen Van Huynh; Diep N. Nguyen; Dinh Thai Hoang; Shimin Gong; Tao Shu; Eryk Dutkiewicz; Khoa Tran Phan (IEEE Trans. Wirel. Commun., 2024)

Securing MIMO Wiretap Channel With DDPG-Based Friendly Jamming Under Non-Differentiable Channel. - Bui Minh Tuan; Diep N. Nguyen; Nguyen Linh Trung; Van-Dinh Nguyen; Nguyen Van Huynh; Dinh Thai Hoang; Marwan Krunz; Eryk Dutkiewicz (ICC Workshops, 2025)

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 (WCNC, 2025)

Network Energy Saving for 6G and Beyond: A Deep Reinforcement Learning Approach. - Dinh-Hieu Tran; Nguyen Van Huynh; Soumeya Kaada; Van Nhan Vo 001; Eva Lagunas; Symeon Chatzinotas (WCNC, 2025)

Enabling technologies for Web 3.0: A comprehensive survey. - Md Arif Hassan; Mohammad Behdad Jamshidi; Bui Duc Manh; Nam Hoai Chu; Chi-Hieu Nguyen; Nguyen Quang Hieu; Cong Thanh Nguyen 001; Dinh Thai Hoang; Diep N. Nguyen; Nguyen Van Huynh; Mohammad Abu Alsheikh; Eryk Dutkiewicz (Comput. Networks, 2025)

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems. - Dinh Hieu Tran; Nazar Waheed; Yuris Mulya Saputra; Xingqin Lin; Cong Thanh Nguyen 001; Tedros Salih Abdu; Van Nhan Vo 001; Van-Quan Pham; Madyan Alsenwi; Abuzar Babikir Mohammad Adam; Symeon Chatzinotas; Eva Lagunas; et al. (IEEE Open J. Commun. Soc., 2025)

Applications of Generative AI (GAI) for Mobile and Wireless Networking: A Survey. - Thai-Hoc Vu; Senthil Kumar Jagatheesaperumal; Minh-Duong Nguyen; Nguyen Van Huynh; Sunghwan Kim 001; Quoc-Viet Pham (IEEE Internet Things J., 2025)

Joint Beamforming and Trajectory Optimization for Multi-UAV-Assisted Integrated Sensing and Communication Systems. - Yan Kyaw Tun; Nway Nway Ei; Sheikh Salman Hassan; Cedomir Stefanovic; Nguyen Van Huynh; Madyan Alsenwi; Choong Seon Hong (CoRR, 2025)

A Hybrid Quantum-Classical Autoencoder Framework for End-to-End Communication Systems. - Bolun Zhang; Gan Zheng; Nguyen Van Huynh (IEEE Wirel. Commun. Lett., 2025)

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems. - Dinh-Hieu Tran; Nazar Waheed; Yuris Mulya Saputra; Xingqin Lin; Cong Thanh Nguyen 001; Tedros Salih Abdu; Van Nhan Vo 001; Van-Quan Pham; Madyan Alsenwi; Abuzar Babikir Mohammad Adam; Symeon Chatzinotas; Eva Lagaunas; et al. (CoRR, 2025)

Securing MIMO Wiretap Channel With Learning-Based Friendly Jamming Under Imperfect CSI. - Bui Minh Tuan; Diep N. Nguyen; Nguyen Linh Trung; Van-Dinh Nguyen; Nguyen Van Huynh; Dinh Thai Hoang; Marwan Krunz; Eryk Dutkiewicz (IEEE Internet Things J., 2025)

DDPG-E2E: A Novel Policy Gradient Approach for End-to-End Communication Systems. - Bolun Zhang; Nguyen Van Huynh; Dinh Thai Hoang; Diep N. Nguyen; Quoc-Viet Pham (IEEE Trans. Cogn. Commun. Netw., 2025)

Quantum Reinforcement Learning for 6G and Beyond Wireless Networks. - Dinh-Hieu Tran; Thai Duong Nguyen; Thanh-Dao Nguyen; Ngoc-Tan Nguyen; Van Nhan Vo 001; Hung Tran; Mouhamad Chehaitly; Yan Kyaw Tun; Cedomir Stefanovic; Tu Ho Dac; Eva Lagunas; Symeon Chatzinotas; et al. (CoRR, 2025)