Zhongyu Ma

According to our database, Zhongyu Ma authored at least 35 papers between 2017 and 2025.

Collaborative distances:

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

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., October, 2025

DSAF-Former: DRL-Based Subchannel Assignment Framework Using Transformer in mmWave IABN.

Zhongyu Ma, Zhirong Liu, Guangjie Han, Jing Li, Ting Li, Qun Guo

IEEE Internet Things J., October, 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., March, 2025

Deep-Learning-Based System-Level Energy Efficiency Maximization in Ultra-Dense Micro Cell Networks.

Zhongyu Ma, Ning Zhang, Yuxi Gao, Guangjie Han, Jianbing Pu, Zhanjun Hao

IEEE Wirel. Commun. Lett., February, 2025

Energy-efficient mechanism of task offloading and resource allocation for hierarchical MEC in UAV-assisted mmWave IABN.

Zhongyu Ma, Ziqiang Zhang, Zhanjun Hao, Qun Guo

Expert Syst. Appl., 2025

Joint design of sub-channel assignment and power control in D2D aided cellular system: a novel GNN and DRL based approach.

Zhongyu Ma, Ning Zhang, Heng Zhang, Yan Zhang, Zhaobin Li, Qun Guo

Comput. Networks, 2025

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., October, 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, Qun Guo

IEEE/ACM Trans. Netw., October, 2024

End-to-End Throughput Maximization Oriented Resource Allocation in RIS-Assisted mmWave IABN Using Nonorthogonal Multiple Access.

Yajing Wang, Guiqing He, Bo Yang, Zhanjun Hao, Qun Guo, Zhongyu Ma

IEEE Internet Things J., July, 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., June, 2024

AudioGuard: Omnidirectional Indoor Intrusion Detection Using Audio Device.

Tianben Wang, Zhangben Li, Honghao Yan, Xiantao Liu, Boqin Liu, Shengjie Li, Zhongyu Ma, Jin Hu, Daqing Zhang, Tao Gu

ACM Trans. Internet Things, February, 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., January, 2024

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

2023

Multi-scale spatial-temporal aware transformer for traffic prediction.

Ran Tian, Chu Wang, Jia Hu, Zhongyu Ma

Inf. Sci., November, 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., November, 2023

MFSTGN: a multi-scale spatial-temporal fusion graph network for traffic prediction.

Ran Tian, Chu Wang, Jia Hu, Zhongyu Ma

Appl. Intell., October, 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., September, 2023

A trend graph attention network for traffic prediction.

Chu Wang, Ran Tian, Jia Hu, Zhongyu Ma

Inf. Sci., April, 2023

Pose ResNet: 3D Human Pose Estimation Based on Self-Supervision.

Wenxia Bao, Zhongyu Ma, Dong Liang, Xianjun Yang, Tao Niu

Sensors, March, 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., March, 2023

Wireless Powered Backscatter Communications with Spatially Random Tags.

Yingting Liu, Yinghui Ye, Xingwang Li, Zhongyu Ma, Zhiyang Zhou

Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

ISTNet: Inception Spatial Temporal Transformer for Traffic Prediction.

Chu Wang, Jia Hu, Ran Tian, Xin Gao, Zhongyu Ma

Proceedings of the Database Systems for Advanced Applications, 2023

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

Millimeter-Wave Radar Localization Using Indoor Multipath Effect.

Zhanjun Hao, Hao Yan, Xiaochao Dang, Zhongyu Ma, Peng Jin, Wenze Ke

Sensors, 2022

mm-DSF: A Method for Identifying Dangerous Driving Behaviors Based on the Lateral Fusion of Micro-Doppler Features Combined.

Zhanjun Hao, Zepei Li, Xiaochao Dang, Zhongyu Ma, Yue Wang

Sensors, 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

RMVS: Remote Monitoring of Vital Signs with mm-Wave Radar.

Zhanjun Hao, Hao Yan, Xiaochao Dang, Zhongyu Ma, Wenze Ke, Peng Jin

Proceedings of the 1st ACM Workshop on AI Empowered Mobile and Wireless Sensing, 2022

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, Zhanjun Hao, Ran Tian

Telecommun. Syst., 2021

QoS-oriented joint optimization of concurrent scheduling and power control in millimeter wave mesh backhaul network.

Zhongyu Ma, Jie Cao, Qun Guo, Xiangwei Li, Hongfeng Ma

J. Netw. Comput. Appl., 2021

2020

QoS-Oriented joint optimization of resource allocation and concurrent scheduling in 5G millimeter-wave network.

Zhongyu Ma, Bo Li, Zhongjiang Yan, Mao Yang

Comput. Networks, 2020

2019

Remaining bandwidth based multipath routing in 5G millimeter wave self-backhauling network.

Zhongyu Ma, Bo Li, Zhongjiang Yan, Mao Yang

Wirel. Networks, 2019

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, Hongfeng Ma, Linru Peng, Ying Li

Int. J. Distributed Sens. Networks, 2019

2018

ELM-based convolutional neural networks making move prediction in Go.

Xiangguo Zhao, Zhongyu Ma, Boyang Li, Zhen Zhang, Hengyu Liu

Soft Comput., 2018

A novel recommendation system in location-based social networks using distributed ELM.

Xiangguo Zhao, Zhongyu Ma, Zhen Zhang

Memetic Comput., 2018

2017

A Flow Network Based Backhaul Path Planning Algorithm for mmWave Small Cell Networks (Invited Paper).

Zhongyu Ma, Bo Li, Zhongjiang Yan, Mao Yang, Xiaoya Zuo, Bo Yang

Proceedings of the IoT as a Service - Third International Conference, 2017