| Resource pricing and allocation in MEC enabled blockchain systems: An A3C deep reinforcement learning approach J Du, W Cheng, G Lu, H Cao, X Chu, Z Zhang, J Wang IEEE Transactions on Network Science and Engineering 9 (1), 33-44, 2021 | 162 | 2021 |
| Soft actor–critic DRL for live transcoding and streaming in vehicular fog-computing-enabled IoV F Fu, Y Kang, Z Zhang, FR Yu, T Wu IEEE Internet of Things Journal 8 (3), 1308-1321, 2020 | 93 | 2020 |
| QoS aware transcoding for live streaming in edge-clouds aided HetNets: An enhanced actor-critic approach Z Zhang, R Wang, FR Yu, F Fu, Q Yan IEEE Transactions on Vehicular Technology 68 (11), 11295-11308, 2019 | 57 | 2019 |
| Joint offloading and resource allocation in mobile edge computing systems: An actor-critic approach Z Zhang, FR Yu, F Fu, Q Yan, Z Wang 2018 IEEE global communications conference (GLOBECOM), 1-6, 2018 | 55 | 2018 |
| Energy-efficient secure video streaming in UAV-enabled wireless networks: A safe-DQN approach Z Zhang, Q Zhang, J Miao, FR Yu, F Fu, J Du, T Wu IEEE Transactions on Green Communications and Networking 5 (4), 1892-1905, 2021 | 51 | 2021 |
| An actor-critic reinforcement learning-based resource management in mobile edge computing systems F Fu, Z Zhang, FR Yu, Q Yan International Journal of Machine Learning and Cybernetics 11, 1875-1889, 2020 | 25 | 2020 |
| Securing UAV-to-vehicle communications: A curiosity-driven deep Q-learning network (C-DQN) approach F Fu, Q Jiao, FR Yu, Z Zhang, J Du 2021 IEEE International Conference on Communications Workshops (ICC …, 2021 | 22 | 2021 |
| Transcoding for live streaming-based on vehicular fog computing: An actor-critic DRL approach F Fu, Y Kang, Z Zhang, FR Yu IEEE INFOCOM 2020-IEEE Conference on Computer Communications Workshops …, 2020 | 21 | 2020 |
| Energy-efficient video streaming in UAV-enabled wireless networks: A safe-DQN approach Q Zhang, J Miao, Z Zhang, FR Yu, F Fu, T Wu GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-7, 2020 | 15 | 2020 |
| Adaptive resource allocation considering power-consumption outage: A deep reinforcement learning approach J Luo, Q Chen, L Tang, Z Zhang, Y Li IEEE Transactions on Vehicular Technology 72 (6), 8111-8116, 2023 | 14 | 2023 |
| An iterative two-step algorithm for energy efficient resource allocation in multi-cell OFDMA networks H Liu, W Zheng, H Zhang, Z Zhang, X Wen 2013 IEEE Wireless Communications and Networking Conference (WCNC), 608-613, 2013 | 14 | 2013 |
| Live traffic video multicasting services in UAV-assisted intelligent transport systems: A multiactor attention critic approach F Fu, B Xue, L Cai, LT Yang, Z Zhang, J Luo, C Wang IEEE Internet of Things Journal 10 (22), 19740-19752, 2023 | 13 | 2023 |
| Distributed power control for two-tier femtocell networks with QoS provisioning based on Q-learning Z Li, Z Lu, X Wen, W Jing, Z Zhang, F Fu 2015 IEEE 82nd Vehicular Technology Conference (VTC2015-Fall), 1-6, 2015 | 13 | 2015 |
| Energy-saving resource allocation scheme with QoS provisioning in OFDMA femtocell networks W Jing, Z Lu, H Zhang, Z Zhang, J Zhao, X Wen 2014 IEEE International Conference on Communications Workshops (ICC), 912-917, 2014 | 13 | 2014 |
| Energy-efficient resource optimization in OFDMA-based dense femtocell networks Z Zhang, H Zhang, Z Lu, Z Zhao, X Wen ICT 2013, 1-5, 2013 | 13 | 2013 |
| Low complexity energy-efficient resource allocation in down-link dense femtocell networks Z Zhang, H Zhang, Z Zhao, H Liu, X Wen, W Jing 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and …, 2013 | 12 | 2013 |
| Energy-efficient resource optimization in spectrum sharing two-tier femtocell networks Z Zhang, H Zhang, H Liu, W Jing, X Wen 2013 IEEE International Conference on Communications Workshops (ICC), 571-575, 2013 | 11 | 2013 |
| A pricing power control scheme with statistical delay QoS provisioning in uplink of two-tier OFDMA femtocell networks S He, Z Lu, X Wen, Z Zhang, J Zhao, W Jing Mobile Networks and Applications 20, 413-423, 2015 | 9 | 2015 |
| QoS-aware energy-efficient power control in two-tier femtocell networks based on Q-learning Z Zhang, X Wen, Z Li, S He, W Jing, J Zhao 2014 21st International Conference on Telecommunications (ICT), 313-317, 2014 | 6 | 2014 |
| Price-based power control with statistical delay QoS guarantee in two-tier femtocell networks S He, L Zhang, X Wen, Z Zhang, Z Lu, Y Sun 2014 21st International Conference on Telecommunications (ICT), 318-322, 2014 | 6 | 2014 |