Dong Liu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 41

Top Topics

Wireless Networks

Reinforcement Learning

Multiobjective Optimization

Top Venues

IEEE Trans. Veh. Technol.

Publications

Binqiang Chen, Dong Liu, Jianglong Zhang, Lajos Hanzo
Learning-Aided UAV-Cooperation Reduces the Age-of-Information in Wireless Networks. IEEE Commun. Lett. 28 (5) (2024)
Siyang Tan, Binqiang Chen, Dong Liu, Jianglong Zhang, Lajos Hanzo
Communication-Assisted Multi-Agent Reinforcement Learning Improves Task-Offloading in UAV-Aided Edge-Computing Networks. IEEE Wirel. Commun. Lett. 12 (12) (2023)
Jian-Kang Zhang, Dong Liu, Sheng Chen, Soon Xin Ng, Robert G. Maunder, Lajos Hanzo
Multiple-Objective Packet Routing Optimization for Aeronautical Ad-Hoc Networks. IEEE Trans. Veh. Technol. 72 (1) (2023)
Binqiang Chen, Dong Liu, Lajos Hanzo
Decentralized Trajectory and Power Control Based on Multi-Agent Deep Reinforcement Learning in UAV Networks. ICC (2022)
Dong Liu, Jian-Kang Zhang, Jingjing Cui, Soon Xin Ng, Robert G. Maunder, Lajos Hanzo
Deep-Learning-Aided Packet Routing in Aeronautical Ad Hoc Networks Relying on Real Flight Data: From Single-Objective to Near-Pareto Multiobjective Optimization. IEEE Internet Things J. 9 (6) (2022)
Dong Liu, Jiankang Zhang, Jingjing Cui, Soon Xin Ng, Robert G. Maunder, Lajos Hanzo
Deep Learning Aided Routing for Space-Air-Ground Integrated Networks Relying on Real Satellite, Flight, and Shipping Data. IEEE Wirel. Commun. 29 (2) (2022)
Jiankang Zhang, Dong Liu, Sheng Chen, Soon Xin Ng, Robert G. Maunder, Lajos Hanzo
Multiple-Objective Packet Routing Optimization for Aeronautical ad-hoc Networks. CoRR (2022)
Tiep Minh Hoang, Dong Liu, Thien Van Luong, Jian-Kang Zhang, Lajos Hanzo
Deep Learning Aided Physical-Layer Security: The Security Versus Reliability Trade-Off. IEEE Trans. Cogn. Commun. Netw. 8 (2) (2022)
Tiep Minh Hoang, Thien Van Luong, Dong Liu, Lajos Hanzo
RIS-Aided AANETs: Security Maximization Relying on Unsupervised Projection-Based Neural Networks. IEEE Trans. Veh. Technol. 71 (2) (2022)
Dong Liu, Jianyu Zhao, Chenyang Yang, Lajos Hanzo
Accelerating Deep Reinforcement Learning With the Aid of Partial Model: Energy-Efficient Predictive Video Streaming. IEEE Trans. Wirel. Commun. 20 (6) (2021)
Jingjing Cui, Soon Xin Ng, Dong Liu, Jiankang Zhang, Arumugam Nallanathan, Lajos Hanzo
Multiobjective Optimization for Integrated Ground-Air-Space Networks: Current Research and Future Challenges. IEEE Veh. Technol. Mag. 16 (3) (2021)
Dong Liu, Jiankang Zhang, Jingjing Cui, Soon Xin Ng, Robert G. Maunder, Lajos Hanzo
Deep Learning Aided Routing for Space-Air-Ground Integrated Networks Relying on Real Satellite, Flight, and Shipping Data. CoRR (2021)
Jian-Kang Zhang, Luping Xiang, Dong Liu, Jingjing Cui, Soon Xin Ng, Robert G. Maunder, Thomas Gräupl, Uwe-Carsten Fiebig, Lajos Hanzo
Semi-Stochastic Aircraft Mobility Modelling for Aeronautical Networks: An Australian Case-Study Based on Real Flight Data. IEEE Trans. Veh. Technol. 70 (10) (2021)
Dong Liu, Jingjing Cui, Jian-Kang Zhang, Chenyang Yang, Lajos Hanzo
Deep Reinforcement Learning Aided Packet-Routing for Aeronautical Ad-Hoc Networks Formed by Passenger Planes. IEEE Trans. Veh. Technol. 70 (5) (2021)
Dong Liu, Jingjing Cui, Jiankang Zhang, Chenyang Yang, Lajos Hanzo
Deep Reinforcement Learning Aided Packet-Routing For Aeronautical Ad-Hoc Networks Formed by Passenger Planes. CoRR (2021)
Dong Liu, Jianyu Zhao, Chenyang Yang, Lajos Hanzo
Accelerating Deep Reinforcement Learning With the Aid of a Partial Model: Power-Efficient Predictive Video Streaming. CoRR (2020)
Jingjing Cui, Dong Liu, Jiankang Zhang, Halil Yetgin, Soon Xin Ng, Lajos Hanzo
Minimum-Delay Routing for Integrated Aeronautical Ad Hoc Networks Relying on Passenger-Planes in the North-Atlantic Region. CoRR (2020)
Dong Liu, Chengjian Sun, Chenyang Yang, Lajos Hanzo
Optimizing Wireless Systems Using Unsupervised and Reinforced-Unsupervised Deep Learning. CoRR (2020)
Pengyu Cong, Chengjian Sun, Dong Liu, Chenyang Yang
Optimizing Caching Policy and Bandwidth Allocation Towards User Fairness. WCNC (2020)
Dong Liu, Chengjian Sun, Chenyang Yang, Lajos Hanzo
Optimizing Wireless Systems Using Unsupervised and Reinforced-Unsupervised Deep Learning. IEEE Netw. 34 (4) (2020)
Chengjian Sun, Dong Liu, Chenyang Yang
Model-Free Unsupervised Learning for Optimization Problems with Constraints. APCC (2019)
Chengjian Sun, Dong Liu, Chenyang Yang
Model-Free Unsupervised Learning for Optimization Problems with Constraints. CoRR (2019)
Dong Liu, Chenyang Yang
A Deep Reinforcement Learning Approach to Proactive Content Pushing and Recommendation for Mobile Users. IEEE Access 7 (2019)
Dong Liu, Jianyu Zhao, Chenyang Yang
Energy-Saving Predictive Video Streaming with Deep Reinforcement Learning. GLOBECOM (2019)
Dong Liu, Chenyang Yang
Caching at Base Stations With Heterogeneous User Demands and Spatial Locality. IEEE Trans. Commun. 67 (2) (2019)
Dong Liu, Chenyang Yang, Victor C. M. Leung
When Exploiting Individual User Preference Is Beneficial for Caching at Base Stations. ICC Workshops (2018)
Dong Liu, Binqiang Chen, Chenyang Yang, Andreas F. Molisch
Caching at the Wireless Edge: Design Aspects, Challenges and Future Directions. CoRR (2018)
Dong Liu, Chenyang Yang, Victor C. M. Leung
When Exploiting Individual User Preference Is Beneficial for Caching at Base Stations? CoRR (2018)
Dong Liu, Chenyang Yang
A Learning-Based Approach to Joint Content Caching and Recommendation at Base Stations. GLOBECOM (2018)
Dong Liu, Chenyang Yang
A Learning-based Approach to Joint Content Caching and Recommendation at Base Stations. CoRR (2018)
Dong Liu, Chenyang Yang
Caching Policy Toward Maximal Success Probability and Area Spectral Efficiency of Cache-Enabled HetNets. IEEE Trans. Commun. 65 (6) (2017)
Dong Liu, Chenyang Yang
Optimizing Caching Policy at Base Stations by Exploiting User Preference and Spatial Locality. CoRR (2017)
Dong Liu, Binqiang Chen, Chenyang Yang, Andreas F. Molisch
Caching at the wireless edge: design aspects, challenges, and future directions. IEEE Commun. Mag. 54 (9) (2016)
Dong Liu, Chenyang Yang
Energy Efficiency of Downlink Networks With Caching at Base Stations. IEEE J. Sel. Areas Commun. 34 (4) (2016)
Dong Liu, Chenyang Yang
Cache-enabled heterogeneous cellular networks: Comparison and tradeoffs. ICC (2016)
Dong Liu, Chenyang Yang
Caching Policy Toward Maximal Success Probability and Area Spectral Efficiency of Cache-enabled HetNets. CoRR (2016)
Dong Liu, Chenyang Yang
Optimal Content Placement for Offloading in Cache-Enabled Heterogeneous Wireless Networks. GLOBECOM (2016)
Dong Liu, Chenyang Yang
Cache-enabled Heterogeneous Cellular Networks: Comparison and Tradeoffs. CoRR (2016)
Dong Liu, Chenyang Yang
Optimal Content Placement for Offloading in Cache-enabled Heterogeneous Wireless Networks. CoRR (2016)
Dong Liu, Shengqian Han, Chenyang Yang, Qian Zhang
Semi-dynamic User-Specific Clustering for Downlink Cloud Radio Access Network. IEEE Trans. Veh. Technol. 65 (4) (2016)
Dong Liu, Chenyang Yang
Energy Efficiency of Downlink Networks with Caching at Base Stations. CoRR (2015)
Dong Liu, Chenyang Yang
Will caching at base station improve energy efficiency of downlink transmission? GlobalSIP (2014)
Dong Liu, Qian Zhang, Shengqian Han, Chenyang Yang, Gang Wang, Ming Lei
Semi-dynamic cooperative cluster selection for downlink coordinated beamforming systems. WCNC (2014)