Dong Liu

47 papers B 5C 1Journal 37Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Content-Aware Joint Knob Configuration and Resource Allocation for Edge Video Analytics.
IEEE Trans. Mob. Comput.
Tong Bai, Bo Hou, Zhipeng Wang, Dong Liu, Arumugam Nallanathan
2025 J jnl
Widening the Network Mitigates the Impact of Data Heterogeneity on FedAvg.
CoRR
Like Jian, Dong Liu
2024 J jnl
Broadcast Modeling and Rate Optimization for Ad Hoc Networks Using Epidemic Theory.
IEEE Trans. Wirel. Commun.
Lin Bai, Yang Su, Jiexun Liu, Dong Liu, Jinho Choi, Wei Zhang
2024 J jnl
Learning-Aided UAV-Cooperation Reduces the Age-of-Information in Wireless Networks.
IEEE Commun. Lett.
Binqiang Chen, Dong Liu, Jianglong Zhang, Lajos Hanzo
2023 J jnl
Communication-Assisted Multi-Agent Reinforcement Learning Improves Task-Offloading in UAV-Aided Edge-Computing Networks.
IEEE Wirel. Commun. Lett.
Siyang Tan, Binqiang Chen, Dong Liu, Jianglong Zhang, Lajos Hanzo
2023 J jnl
Multiple-Objective Packet Routing Optimization for Aeronautical Ad-Hoc Networks.
IEEE Trans. Veh. Technol.
Jian-Kang Zhang, Dong Liu, Sheng Chen, Soon Xin Ng, Robert G. Maunder, Lajos Hanzo
2022 — conf
Decentralized Trajectory and Power Control Based on Multi-Agent Deep Reinforcement Learning in UAV Networks.
ICC
Binqiang Chen, Dong Liu, Lajos Hanzo
2022 J jnl
Deep Learning Aided Physical-Layer Security: The Security Versus Reliability Trade-Off.
IEEE Trans. Cogn. Commun. Netw.
Tiep Minh Hoang, Dong Liu, Thien Van Luong, Jian-Kang Zhang, Lajos Hanzo
2022 J jnl
Deep Learning Aided Routing for Space-Air-Ground Integrated Networks Relying on Real Satellite, Flight, and Shipping Data.
IEEE Wirel. Commun.
Dong Liu, Jiankang Zhang, Jingjing Cui, Soon Xin Ng, Robert G. Maunder, Lajos Hanzo
2022 J jnl
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.
Dong Liu, Jian-Kang Zhang, Jingjing Cui, Soon Xin Ng, Robert G. Maunder, Lajos Hanzo
2022 J jnl
Multiple-Objective Packet Routing Optimization for Aeronautical ad-hoc Networks.
CoRR
Jiankang Zhang, Dong Liu, Sheng Chen, Soon Xin Ng, Robert G. Maunder, Lajos Hanzo
2022 J jnl
RIS-Aided AANETs: Security Maximization Relying on Unsupervised Projection-Based Neural Networks.
IEEE Trans. Veh. Technol.
Tiep Minh Hoang, Thien Van Luong, Dong Liu, Lajos Hanzo
2021 J jnl
Accelerating Deep Reinforcement Learning With the Aid of Partial Model: Energy-Efficient Predictive Video Streaming.
IEEE Trans. Wirel. Commun.
Dong Liu, Jianyu Zhao, Chenyang Yang, Lajos Hanzo
2021 J jnl
Deep Learning Aided Packet Routing in Aeronautical Ad-Hoc Networks Relying on Real Flight Data: From Single-Objective to Near-Pareto Multi-Objective Optimization.
CoRR
Dong Liu, Jiankang Zhang, Jingjing Cui, Soon Xin Ng, Robert G. Maunder, Lajos Hanzo
2021 J jnl
Deep Learning Aided Routing for Space-Air-Ground Integrated Networks Relying on Real Satellite, Flight, and Shipping Data.
CoRR
Dong Liu, Jiankang Zhang, Jingjing Cui, Soon Xin Ng, Robert G. Maunder, Lajos Hanzo
2021 J jnl
Deep Reinforcement Learning Aided Packet-Routing For Aeronautical Ad-Hoc Networks Formed by Passenger Planes.
CoRR
Dong Liu, Jingjing Cui, Jiankang Zhang, Chenyang Yang, Lajos Hanzo
2021 J jnl
Deep Reinforcement Learning Aided Packet-Routing for Aeronautical Ad-Hoc Networks Formed by Passenger Planes.
IEEE Trans. Veh. Technol.
Dong Liu, Jingjing Cui, Jian-Kang Zhang, Chenyang Yang, Lajos Hanzo
2021 J jnl
Multiobjective Optimization for Integrated Ground-Air-Space Networks: Current Research and Future Challenges.
IEEE Veh. Technol. Mag.
Jingjing Cui, Soon Xin Ng, Dong Liu, Jiankang Zhang, Arumugam Nallanathan, Lajos Hanzo
2021 J jnl
Semi-Stochastic Aircraft Mobility Modelling for Aeronautical Networks: An Australian Case-Study Based on Real Flight Data.
IEEE Trans. Veh. Technol.
Jian-Kang Zhang, Luping Xiang, Dong Liu, Jingjing Cui, Soon Xin Ng, Robert G. Maunder, Thomas Gräupl, Uwe-Carsten Fiebig, Lajos Hanzo
2020 J jnl
Accelerating Deep Reinforcement Learning With the Aid of a Partial Model: Power-Efficient Predictive Video Streaming.
CoRR
Dong Liu, Jianyu Zhao, Chenyang Yang, Lajos Hanzo
2020 J jnl
Minimum-Delay Routing for Integrated Aeronautical Ad Hoc Networks Relying on Passenger-Planes in the North-Atlantic Region.
CoRR
Jingjing Cui, Dong Liu, Jiankang Zhang, Halil Yetgin, Soon Xin Ng, Lajos Hanzo
2020 B conf
Optimizing Caching Policy and Bandwidth Allocation Towards User Fairness.
WCNC
Pengyu Cong, Chengjian Sun, Dong Liu, Chenyang Yang
2020 J jnl
Optimizing Wireless Systems Using Unsupervised and Reinforced-Unsupervised Deep Learning.
CoRR
Dong Liu, Chengjian Sun, Chenyang Yang, Lajos Hanzo
2020 J jnl
Optimizing Wireless Systems Using Unsupervised and Reinforced-Unsupervised Deep Learning.
IEEE Netw.
Dong Liu, Chengjian Sun, Chenyang Yang, Lajos Hanzo
2019 J jnl
A Deep Reinforcement Learning Approach to Proactive Content Pushing and Recommendation for Mobile Users.
IEEE Access
Dong Liu, Chenyang Yang
2019 J jnl
Caching at Base Stations With Heterogeneous User Demands and Spatial Locality.
IEEE Trans. Commun.
Dong Liu, Chenyang Yang
2019 B conf
Energy-Saving Predictive Video Streaming with Deep Reinforcement Learning.
GLOBECOM
Dong Liu, Jianyu Zhao, Chenyang Yang
2019 C conf
Model-Free Unsupervised Learning for Optimization Problems with Constraints.
APCC
Chengjian Sun, Dong Liu, Chenyang Yang
2019 J jnl
Model-Free Unsupervised Learning for Optimization Problems with Constraints.
CoRR
Chengjian Sun, Dong Liu, Chenyang Yang
2018 B conf
A Learning-Based Approach to Joint Content Caching and Recommendation at Base Stations.
GLOBECOM
Dong Liu, Chenyang Yang
2018 J jnl
A Learning-based Approach to Joint Content Caching and Recommendation at Base Stations.
CoRR
Dong Liu, Chenyang Yang
2018 J jnl
Caching at the Wireless Edge: Design Aspects, Challenges and Future Directions.
CoRR
Dong Liu, Binqiang Chen, Chenyang Yang, Andreas F. Molisch
2018 — conf
When Exploiting Individual User Preference Is Beneficial for Caching at Base Stations.
ICC Workshops
Dong Liu, Chenyang Yang, Victor C. M. Leung
2018 J jnl
When Exploiting Individual User Preference Is Beneficial for Caching at Base Stations?
CoRR
Dong Liu, Chenyang Yang, Victor C. M. Leung
2017 J jnl
Caching Policy Toward Maximal Success Probability and Area Spectral Efficiency of Cache-Enabled HetNets.
IEEE Trans. Commun.
Dong Liu, Chenyang Yang
2017 J jnl
Optimizing Caching Policy at Base Stations by Exploiting User Preference and Spatial Locality.
CoRR
Dong Liu, Chenyang Yang
2016 J jnl
Cache-enabled Heterogeneous Cellular Networks: Comparison and Tradeoffs.
CoRR
Dong Liu, Chenyang Yang
2016 — conf
Cache-enabled heterogeneous cellular networks: Comparison and tradeoffs.
ICC
Dong Liu, Chenyang Yang
2016 J jnl
Caching Policy Toward Maximal Success Probability and Area Spectral Efficiency of Cache-enabled HetNets.
CoRR
Dong Liu, Chenyang Yang
2016 J jnl
Caching at the wireless edge: design aspects, challenges, and future directions.
IEEE Commun. Mag.
Dong Liu, Binqiang Chen, Chenyang Yang, Andreas F. Molisch
2016 J jnl
Energy Efficiency of Downlink Networks With Caching at Base Stations.
IEEE J. Sel. Areas Commun.
Dong Liu, Chenyang Yang
2016 B conf
Optimal Content Placement for Offloading in Cache-Enabled Heterogeneous Wireless Networks.
GLOBECOM
Dong Liu, Chenyang Yang
2016 J jnl
Optimal Content Placement for Offloading in Cache-enabled Heterogeneous Wireless Networks.
CoRR
Dong Liu, Chenyang Yang
2016 J jnl
Semi-dynamic User-Specific Clustering for Downlink Cloud Radio Access Network.
IEEE Trans. Veh. Technol.
Dong Liu, Shengqian Han, Chenyang Yang, Qian Zhang
2015 J jnl
Energy Efficiency of Downlink Networks with Caching at Base Stations.
CoRR
Dong Liu, Chenyang Yang
2014 B conf
Semi-dynamic cooperative cluster selection for downlink coordinated beamforming systems.
WCNC
Dong Liu, Qian Zhang, Shengqian Han, Chenyang Yang, Gang Wang, Ming Lei
2014 — conf
Will caching at base station improve energy efficiency of downlink transmission?
GlobalSIP
Dong Liu, Chenyang Yang