Dong Liu

According to our database, Dong Liu authored at least 33 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Broadcast Modeling and Rate Optimization for Ad Hoc Networks Using Epidemic Theory.

Lin Bai, Yang Su, Jiexun Liu, Dong Liu, Jinho Choi, Wei Zhang

IEEE Trans. Wirel. Commun., September, 2024

Learning-Aided UAV-Cooperation Reduces the Age-of-Information in Wireless Networks.

Binqiang Chen, Dong Liu, Jianglong Zhang, Lajos Hanzo

IEEE Commun. Lett., May, 2024

2023

Communication-Assisted Multi-Agent Reinforcement Learning Improves Task-Offloading in UAV-Aided Edge-Computing Networks.

Siyang Tan, Binqiang Chen, Dong Liu, Jianglong Zhang, Lajos Hanzo

IEEE Wirel. Commun. Lett., December, 2023

Multiple-Objective Packet Routing Optimization for Aeronautical Ad-Hoc Networks.

Jian-Kang Zhang, Dong Liu, Sheng Chen, Soon Xin Ng, Robert G. Maunder, Lajos Hanzo

IEEE Trans. Veh. Technol., 2023

2022

Deep Learning Aided Routing for Space-Air-Ground Integrated Networks Relying on Real Satellite, Flight, and Shipping Data.

Dong Liu, Jiankang Zhang, Jingjing Cui, Soon Xin Ng, Robert G. Maunder, Lajos Hanzo

IEEE Wirel. Commun., 2022

RIS-Aided AANETs: Security Maximization Relying on Unsupervised Projection-Based Neural Networks.

Tiep Minh Hoang, Thien Van Luong, Dong Liu, Lajos Hanzo

IEEE Trans. Veh. Technol., 2022

Deep Learning Aided Physical-Layer Security: The Security Versus Reliability Trade-Off.

Tiep Minh Hoang, Dong Liu, Thien Van Luong, Jian-Kang Zhang, Lajos Hanzo

IEEE Trans. Cogn. Commun. Netw., 2022

Deep-Learning-Aided Packet Routing in Aeronautical Ad Hoc Networks Relying on Real Flight Data: From Single-Objective to Near-Pareto Multiobjective Optimization.

Dong Liu, Jian-Kang Zhang, Jingjing Cui, Soon Xin Ng, Robert G. Maunder, Lajos Hanzo

IEEE Internet Things J., 2022

Decentralized Trajectory and Power Control Based on Multi-Agent Deep Reinforcement Learning in UAV Networks.

Binqiang Chen, Dong Liu, Lajos Hanzo

Proceedings of the IEEE International Conference on Communications, 2022

2021

Multiobjective Optimization for Integrated Ground-Air-Space Networks: Current Research and Future Challenges.

Jingjing Cui, Soon Xin Ng, Dong Liu, Jiankang Zhang, Arumugam Nallanathan, Lajos Hanzo

IEEE Veh. Technol. Mag., 2021

Accelerating Deep Reinforcement Learning With the Aid of Partial Model: Energy-Efficient Predictive Video Streaming.

Dong Liu, Jianyu Zhao, Chenyang Yang, Lajos Hanzo

IEEE Trans. Wirel. Commun., 2021

Semi-Stochastic Aircraft Mobility Modelling for Aeronautical Networks: An Australian Case-Study Based on Real Flight Data.

Jian-Kang Zhang, Luping Xiang, Dong Liu, Jingjing Cui, Soon Xin Ng, Robert G. Maunder, Thomas Gräupl, Uwe-Carsten Fiebig, Lajos Hanzo

IEEE Trans. Veh. Technol., 2021

Deep Reinforcement Learning Aided Packet-Routing for Aeronautical Ad-Hoc Networks Formed by Passenger Planes.

Dong Liu, Jingjing Cui, Jian-Kang Zhang, Chenyang Yang, Lajos Hanzo

IEEE Trans. Veh. Technol., 2021

Deep Learning Aided Packet Routing in Aeronautical Ad-Hoc Networks Relying on Real Flight Data: From Single-Objective to Near-Pareto Multi-Objective Optimization.

Dong Liu, Jiankang Zhang, Jingjing Cui, Soon Xin Ng, Robert G. Maunder, Lajos Hanzo

CoRR, 2021

2020

Optimizing Wireless Systems Using Unsupervised and Reinforced-Unsupervised Deep Learning.

Dong Liu, Chengjian Sun, Chenyang Yang, Lajos Hanzo

IEEE Netw., 2020

Minimum-Delay Routing for Integrated Aeronautical Ad Hoc Networks Relying on Passenger-Planes in the North-Atlantic Region.

Jingjing Cui, Dong Liu, Jiankang Zhang, Halil Yetgin, Soon Xin Ng, Lajos Hanzo

CoRR, 2020

Accelerating Deep Reinforcement Learning With the Aid of a Partial Model: Power-Efficient Predictive Video Streaming.

Dong Liu, Jianyu Zhao, Chenyang Yang, Lajos Hanzo

CoRR, 2020

Optimizing Caching Policy and Bandwidth Allocation Towards User Fairness.

Pengyu Cong, Chengjian Sun, Dong Liu, Chenyang Yang

Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

2019

Caching at Base Stations With Heterogeneous User Demands and Spatial Locality.

Dong Liu, Chenyang Yang

IEEE Trans. Commun., 2019

A Deep Reinforcement Learning Approach to Proactive Content Pushing and Recommendation for Mobile Users.

Dong Liu, Chenyang Yang

IEEE Access, 2019

Energy-Saving Predictive Video Streaming with Deep Reinforcement Learning.

Dong Liu, Jianyu Zhao, Chenyang Yang

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Model-Free Unsupervised Learning for Optimization Problems with Constraints.

Chengjian Sun, Dong Liu, Chenyang Yang

Proceedings of the 25th Asia-Pacific Conference on Communications, 2019

2018

When Exploiting Individual User Preference Is Beneficial for Caching at Base Stations.

Dong Liu, Chenyang Yang, Victor C. M. Leung

Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

A Learning-Based Approach to Joint Content Caching and Recommendation at Base Stations.

Dong Liu, Chenyang Yang

Proceedings of the IEEE Global Communications Conference, 2018

2017

Caching Policy Toward Maximal Success Probability and Area Spectral Efficiency of Cache-Enabled HetNets.

Dong Liu, Chenyang Yang

IEEE Trans. Commun., 2017

Optimizing Caching Policy at Base Stations by Exploiting User Preference and Spatial Locality.

Dong Liu, Chenyang Yang

CoRR, 2017

2016

Semi-dynamic User-Specific Clustering for Downlink Cloud Radio Access Network.

Dong Liu, Shengqian Han, Chenyang Yang, Qian Zhang

IEEE Trans. Veh. Technol., 2016

Energy Efficiency of Downlink Networks With Caching at Base Stations.

Dong Liu, Chenyang Yang

IEEE J. Sel. Areas Commun., 2016

Caching at the wireless edge: design aspects, challenges, and future directions.

Dong Liu, Binqiang Chen, Chenyang Yang, Andreas F. Molisch

IEEE Commun. Mag., 2016

Cache-enabled heterogeneous cellular networks: Comparison and tradeoffs.

Dong Liu, Chenyang Yang

Proceedings of the 2016 IEEE International Conference on Communications, 2016

Optimal Content Placement for Offloading in Cache-Enabled Heterogeneous Wireless Networks.

Dong Liu, Chenyang Yang

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2014

Semi-dynamic cooperative cluster selection for downlink coordinated beamforming systems.

Dong Liu, Qian Zhang, Shengqian Han, Chenyang Yang, Gang Wang, Ming Lei

Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Will caching at base station improve energy efficiency of downlink transmission?

Dong Liu, Chenyang Yang

Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014