A Flow Network Based Backhaul Path Planning Algorithm for mmWave Small Cell Networks (Invited Paper). - Zhongyu Ma; Bo Li 089; Zhongjiang Yan; Mao Yang 001; Xiaoya Zuo; Bo Yang 035 (IoTaaS, 2017)

A novel recommendation system in location-based social networks using distributed ELM. - Xiangguo Zhao; Zhongyu Ma; Zhen Zhang (Memetic Comput., 2018)

ELM-based convolutional neural networks making move prediction in Go. - Xiangguo Zhao; Zhongyu Ma; Boyang Li 006; Zhen Zhang; Hengyu Liu 001 (Soft Comput., 2018)

VaSe-MRP: Velocity-aware and stability-estimation-based multi-path routing protocol in flying ad hoc network. - Zhongyu Ma; Qun Guo; Ji Ma; Zhe Zhang 029; Hongfeng Ma; Linru Peng; Ying Li (Int. J. Distributed Sens. Networks, 2019)

Remaining bandwidth based multipath routing in 5G millimeter wave self-backhauling network. - Zhongyu Ma; Bo Li 089; Zhongjiang Yan; Mao Yang 001 (Wirel. Networks, 2019)

QoS-Oriented joint optimization of resource allocation and concurrent scheduling in 5G millimeter-wave network. - Zhongyu Ma; Bo Li 089; Zhongjiang Yan; Mao Yang 001 (Comput. Networks, 2020)

QoS-oriented joint optimization of concurrent scheduling and power control in millimeter wave mesh backhaul network. - Zhongyu Ma; Jie Cao 014; Qun Guo; Xiangwei Li; Hongfeng Ma (J. Netw. Comput. Appl., 2021)

QoTa-MPR: QoS-oriented and traffic-aware multi-path routing protocol for internet of remote things. - Zhongyu Ma; Yanxing Liu; Qun Guo; Xiaochao Dang 001; Zhanjun Hao 001; Ran Tian (Telecommun. Syst., 2021)

RMVS: Remote Monitoring of Vital Signs with mm-Wave Radar. - Zhanjun Hao 001; Hao Yan; Xiaochao Dang 001; Zhongyu Ma; Wenze Ke; Peng Jin (MORSE@MobiCom, 2022)

Research on vehicle-cargo matching algorithm based on improved dynamic Bayesian network. - Ran Tian; Chu Wang; Zhongyu Ma; Yanxing Liu; Shi-wei Gao (Comput. Ind. Eng., 2022)

mm-DSF: A Method for Identifying Dangerous Driving Behaviors Based on the Lateral Fusion of Micro-Doppler Features Combined. - Zhanjun Hao 001; Zepei Li; Xiaochao Dang 001; Zhongyu Ma; Yue Wang (Sensors, 2022)

Millimeter-Wave Radar Localization Using Indoor Multipath Effect. - Zhanjun Hao 001; Hao Yan; Xiaochao Dang 001; Zhongyu Ma; Peng Jin; Wenze Ke (Sensors, 2022)

Collaborative Apportionment Noise-Based Soft Sensor Framework. - Shiwei Gao; Qingsong Zhang; Ran Tian; Zhongyu Ma; Yanxing Liu; Ziqian Hao (IEEE Trans. Instrum. Meas., 2022)

ISTNet: Inception Spatial Temporal Transformer for Traffic Prediction. - Chu Wang; Jia Hu; Ran Tian; Xin Gao; Zhongyu Ma (DASFAA (1), 2023)

Wireless Powered Backscatter Communications with Spatially Random Tags. - Yingting Liu; Yinghui Ye; Xingwang Li 001; Zhongyu Ma; Zhiyang Zhou (ICCC, 2023)

Learning to multi-vehicle cooperative bin packing problem via sequence-to-sequence policy network with deep reinforcement learning model. - Ran Tian; Chunming Kang; Jiaming Bi; Zhongyu Ma; Yanxing Liu; Saisai Yang; Fangfang Li (Comput. Ind. Eng., 2023)

Pose ResNet: 3D Human Pose Estimation Based on Self-Supervision. - Wenxia Bao; Zhongyu Ma; Dong Liang 009; Xianjun Yang; Tao Niu (Sensors, 2023)

A trend graph attention network for traffic prediction. - Chu Wang; Ran Tian; Jia Hu; Zhongyu Ma (Inf. Sci., 2023)

LDformer: a parallel neural network model for long-term power forecasting. - Ran Tian; Xinmei Li; Zhongyu Ma; Yanxing Liu; Jingxia Wang; Chu Wang (Frontiers Inf. Technol. Electron. Eng., 2023)

MFSTGN: a multi-scale spatial-temporal fusion graph network for traffic prediction. - Ran Tian; Chu Wang; Jia Hu; Zhongyu Ma (Appl. Intell., 2023)

Medicine-Shelf matching strategy based on Bayesian convolutional neural network with fuzzy analytic hierarchy process. - Ran Tian; Saisai Yang; Chu Wang; Zhongyu Ma; Chunming Kang (Expert Syst. Appl., 2023)

Multi-scale spatial-temporal aware transformer for traffic prediction. - Ran Tian; Chu Wang; Jia Hu; Zhongyu Ma (Inf. Sci., 2023)

Access strategies in mmWave cell-free network: A matching and auction theory based approach. - Zhongyu Ma; Xueyao Zhang; Shunbao Zhang; Jianbing Pu; Xianghong Lin; Qun Guo (Comput. Networks, 2024)

Coalitional game based sub-channel allocation for full-duplex-enabled mmWave IAB network in B5G. - Zhongyu Ma; Zijun Wang; Yajing Wang; Xianghong Lin; Qun Guo; Yi Xie (Comput. Commun., 2024)

AudioGuard: Omnidirectional Indoor Intrusion Detection Using Audio Device. - Tianben Wang; Zhangben Li; Honghao Yan; Xiantao Liu; Boqin Liu; Shengjie Li 001; Zhongyu Ma; Jin Hu; Daqing Zhang 001; Tao Gu 001 (ACM Trans. Internet Things, 2024)

Revenue maximization based joint optimization in mmWave cell-free network: an equivalent decomposition and alternative iteration combined approach. - Zhongyu Ma; Liang Ran; Jianbing Pu; Qun Guo; Xianghong Lin (Telecommun. Syst., 2024)

End-to-End Throughput Maximization Oriented Resource Allocation in RIS-Assisted mmWave IABN Using Nonorthogonal Multiple Access. - Yajing Wang; Guiqing He; Bo Yang 035; Zhanjun Hao 001; Qun Guo; Zhongyu Ma (IEEE Internet Things J., 2024)

Coalition Formation-Based Sub-Channel Allocation in Full-Duplex-Enabled mmWave IABN With D2D. - Zhongyu Ma; Yajing Wang; Zijun Wang; Guangjie Han; Zhanjun Hao 001; Qun Guo (IEEE/ACM Trans. Netw., 2024)

Spectral Efficiency Maximization Oriented Joint Optimization for RIS-Aided mmWave IABN: An Alternating Iterative Optimization Based Approach. - Zhongyu Ma; Yuxi Gao; Guangjie Han; Qun Guo; Xianghong Lin (IEEE Trans. Veh. Technol., 2024)

Energy-efficient mechanism of task offloading and resource allocation for hierarchical MEC in UAV-assisted mmWave IABN. - Zhongyu Ma; Ziqiang Zhang; Zhanjun Hao 001; Qun Guo (Expert Syst. Appl., 2025)

Deep-Learning-Based System-Level Energy Efficiency Maximization in Ultra-Dense Micro Cell Networks. - Zhongyu Ma; Ning Zhang 030; Yuxi Gao; Guangjie Han; Jianbing Pu; Zhanjun Hao 001 (IEEE Wirel. Commun. Lett., 2025)

Joint design of routing selection and user association in multi-hop mmWave IABN: a multi-agent and double DQN framework. - Hu Da; Fei Xiao; Zhongyu Ma; Ziqiang Zhang; Qun Guo (Telecommun. Syst., 2025)

Energy-Efficient Power Controlling for mmWave Integrated Access and Backhaul Network: Deep Reinforcement Learning Based Designment. - Zhongyu Ma; Yajuan Gao; Jing Li; Qun Guo; Yingting Liu (J. Netw. Syst. Manag., 2025)