Will caching at base station improve energy efficiency of downlink transmission? - Dong Liu 003; Chenyang Yang 001 (GlobalSIP, 2014)

Semi-dynamic cooperative cluster selection for downlink coordinated beamforming systems. - Dong Liu 003; Qian Zhang 030; Shengqian Han; Chenyang Yang 001; Gang Wang 009; Ming Lei 002 (WCNC, 2014)

Optimal Content Placement for Offloading in Cache-Enabled Heterogeneous Wireless Networks. - Dong Liu 003; Chenyang Yang 001 (GLOBECOM, 2016)

Cache-enabled heterogeneous cellular networks: Comparison and tradeoffs. - Dong Liu 003; Chenyang Yang 001 (ICC, 2016)

Caching at the wireless edge: design aspects, challenges, and future directions. - Dong Liu 003; Binqiang Chen; Chenyang Yang 001; Andreas F. Molisch (IEEE Commun. Mag., 2016)

Energy Efficiency of Downlink Networks With Caching at Base Stations. - Dong Liu 003; Chenyang Yang 001 (IEEE J. Sel. Areas Commun., 2016)

Semi-dynamic User-Specific Clustering for Downlink Cloud Radio Access Network. - Dong Liu 003; Shengqian Han; Chenyang Yang 001; Qian Zhang 030 (IEEE Trans. Veh. Technol., 2016)

Optimizing Caching Policy at Base Stations by Exploiting User Preference and Spatial Locality. - Dong Liu 003; Chenyang Yang 001 (CoRR, 2017)

Caching Policy Toward Maximal Success Probability and Area Spectral Efficiency of Cache-Enabled HetNets. - Dong Liu 003; Chenyang Yang 001 (IEEE Trans. Commun., 2017)

A Learning-Based Approach to Joint Content Caching and Recommendation at Base Stations. - Dong Liu 003; Chenyang Yang 001 (GLOBECOM, 2018)

When Exploiting Individual User Preference Is Beneficial for Caching at Base Stations. - Dong Liu 003; Chenyang Yang 001; Victor C. M. Leung (ICC Workshops, 2018)

Model-Free Unsupervised Learning for Optimization Problems with Constraints. - Chengjian Sun; Dong Liu 003; Chenyang Yang 001 (APCC, 2019)

Energy-Saving Predictive Video Streaming with Deep Reinforcement Learning. - Dong Liu 003; Jianyu Zhao; Chenyang Yang 001 (GLOBECOM, 2019)

A Deep Reinforcement Learning Approach to Proactive Content Pushing and Recommendation for Mobile Users. - Dong Liu 003; Chenyang Yang 001 (IEEE Access, 2019)

Caching at Base Stations With Heterogeneous User Demands and Spatial Locality. - Dong Liu 003; Chenyang Yang 001 (IEEE Trans. Commun., 2019)

Optimizing Caching Policy and Bandwidth Allocation Towards User Fairness. - Pengyu Cong; Chengjian Sun; Dong Liu 003; Chenyang Yang 001 (WCNC, 2020)

Accelerating Deep Reinforcement Learning With the Aid of a Partial Model: Power-Efficient Predictive Video Streaming. - Dong Liu 003; Jianyu Zhao; Chenyang Yang 001; Lajos Hanzo (CoRR, 2020)

Minimum-Delay Routing for Integrated Aeronautical Ad Hoc Networks Relying on Passenger-Planes in the North-Atlantic Region. - Jingjing Cui 001; Dong Liu 003; Jiankang Zhang 001; Halil Yetgin; Soon Xin Ng; Lajos Hanzo (CoRR, 2020)

Optimizing Wireless Systems Using Unsupervised and Reinforced-Unsupervised Deep Learning. - Dong Liu 003; Chengjian Sun; Chenyang Yang 001; Lajos Hanzo (IEEE Netw., 2020)

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 003; Jiankang Zhang 001; Jingjing Cui 001; Soon Xin Ng; Robert G. Maunder; Lajos Hanzo (CoRR, 2021)

Deep Reinforcement Learning Aided Packet-Routing for Aeronautical Ad-Hoc Networks Formed by Passenger Planes. - Dong Liu 003; Jingjing Cui 001; Jian-Kang Zhang 001; Chenyang Yang 001; Lajos Hanzo (IEEE Trans. Veh. Technol., 2021)

Semi-Stochastic Aircraft Mobility Modelling for Aeronautical Networks: An Australian Case-Study Based on Real Flight Data. - Jian-Kang Zhang 001; Luping Xiang; Dong Liu 003; Jingjing Cui 001; Soon Xin Ng; Robert G. Maunder; Thomas Gräupl; Uwe-Carsten Fiebig; Lajos Hanzo (IEEE Trans. Veh. Technol., 2021)

Accelerating Deep Reinforcement Learning With the Aid of Partial Model: Energy-Efficient Predictive Video Streaming. - Dong Liu 003; Jianyu Zhao; Chenyang Yang 001; Lajos Hanzo (IEEE Trans. Wirel. Commun., 2021)

Multiobjective Optimization for Integrated Ground-Air-Space Networks: Current Research and Future Challenges. - Jingjing Cui 001; Soon Xin Ng; Dong Liu 003; Jiankang Zhang 001; Arumugam Nallanathan; Lajos Hanzo (IEEE Veh. Technol. Mag., 2021)

Decentralized Trajectory and Power Control Based on Multi-Agent Deep Reinforcement Learning in UAV Networks. - Binqiang Chen; Dong Liu 003; Lajos Hanzo (ICC, 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 003; Jian-Kang Zhang 001; Jingjing Cui 001; Soon Xin Ng; Robert G. Maunder; Lajos Hanzo (IEEE Internet Things J., 2022)

Deep Learning Aided Physical-Layer Security: The Security Versus Reliability Trade-Off. - Tiep Minh Hoang; Dong Liu 003; Thien Van Luong; Jian-Kang Zhang 001; Lajos Hanzo (IEEE Trans. Cogn. Commun. Netw., 2022)

RIS-Aided AANETs: Security Maximization Relying on Unsupervised Projection-Based Neural Networks. - Tiep Minh Hoang; Thien Van Luong; Dong Liu 003; Lajos Hanzo (IEEE Trans. Veh. Technol., 2022)

Deep Learning Aided Routing for Space-Air-Ground Integrated Networks Relying on Real Satellite, Flight, and Shipping Data. - Dong Liu 003; Jiankang Zhang 001; Jingjing Cui 001; Soon Xin Ng; Robert G. Maunder; Lajos Hanzo (IEEE Wirel. Commun., 2022)

Multiple-Objective Packet Routing Optimization for Aeronautical Ad-Hoc Networks. - Jian-Kang Zhang 001; Dong Liu 003; Sheng Chen 001; Soon Xin Ng; Robert G. Maunder; Lajos Hanzo (IEEE Trans. Veh. Technol., 2023)

Communication-Assisted Multi-Agent Reinforcement Learning Improves Task-Offloading in UAV-Aided Edge-Computing Networks. - Siyang Tan; Binqiang Chen; Dong Liu 003; Jianglong Zhang; Lajos Hanzo (IEEE Wirel. Commun. Lett., 2023)

Learning-Aided UAV-Cooperation Reduces the Age-of-Information in Wireless Networks. - Binqiang Chen; Dong Liu 003; Jianglong Zhang; Lajos Hanzo (IEEE Commun. Lett., 2024)

Broadcast Modeling and Rate Optimization for Ad Hoc Networks Using Epidemic Theory. - Lin Bai 001; Yang Su; Jiexun Liu; Dong Liu 003; Jinho Choi 001; Wei Zhang 001 (IEEE Trans. Wirel. Commun., 2024)

Content-Aware Joint Knob Configuration and Resource Allocation for Edge Video Analytics. - Tong Bai; Bo Hou; Zhipeng Wang; Dong Liu 003; Arumugam Nallanathan (IEEE Trans. Mob. Comput., 2025)