Zhongyu Ma

40 papers C 1Journal 36Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Active Versus Passive: CRB Constrained Beamforming Design and Reflection Manipulation for RIS-Assisted ISAC System.
IEEE Wirel. Commun. Lett.
Zhongyu Ma, Xinji Hu, ZhaoBin Li, Guangjie Han, Yingting Liu
2026 J jnl
End-to-End Achievable Rate Maximized Resource Allocation in IRS-Aided IAB Network: A Multi-Agents DRL Framework-Based Scheme.
IEEE Netw. Lett.
Zhongyu Ma, Zhirong Liu, Jing Li, Guangjie Han, Qun Guo
2026 J jnl
Over-the-air aggregation and temporal graph learning for scalable power control in mmWave IABN.
Ad Hoc Networks
Jizhe Zhang, Zhongyu Ma, Liang Ran, Qun Guo, Ting Li
2025 J jnl
DSAF-Former: DRL-Based Subchannel Assignment Framework Using Transformer in mmWave IABN.
IEEE Internet Things J.
Zhongyu Ma, Zhirong Liu, Guangjie Han, Jing Li, Ting Li, Qun Guo
2025 J jnl
Deep-Learning-Based System-Level Energy Efficiency Maximization in Ultra-Dense Micro Cell Networks.
IEEE Wirel. Commun. Lett.
Zhongyu Ma, Ning Zhang, Yuxi Gao, Guangjie Han, Jianbing Pu, Zhanjun Hao
2025 J jnl
Energy-Efficient Power Controlling for mmWave Integrated Access and Backhaul Network: Deep Reinforcement Learning Based Designment.
J. Netw. Syst. Manag.
Zhongyu Ma, Yajuan Gao, Jing Li, Qun Guo, Yingting Liu
2025 J jnl
Energy-and-Spectrum-Efficient Trade-Off Oriented Multi-Domains Resource Management Approach in RIS-Aided IABN Using NOMA With Imperfect SIC.
IEEE Trans. Green Commun. Netw.
Zhongyu Ma, Jing Li, Guangjie Han, Yajing Wang, Zhirong Liu, Zhanjun Hao, Qun Guo
2025 J jnl
Energy-efficient mechanism of task offloading and resource allocation for hierarchical MEC in UAV-assisted mmWave IABN.
Expert Syst. Appl.
Zhongyu Ma, Ziqiang Zhang, Zhanjun Hao, Qun Guo
2025 J jnl
Joint Design of Beamforming and IRS Manipulation for Secure Transmission in ISAC System With CRB Constraint.
IEEE Wirel. Commun. Lett.
Zhongyu Ma, Jing Li, Zhirong Liu, Guangjie Han, Ting Li, Qun Guo
2025 J jnl
Joint design of routing selection and user association in multi-hop mmWave IABN: a multi-agent and double DQN framework.
Telecommun. Syst.
Hu Da, Fei Xiao, Zhongyu Ma, Ziqiang Zhang, Qun Guo
2025 J jnl
Joint design of sub-channel assignment and power control in D2D aided cellular system: a novel GNN and DRL based approach.
Comput. Networks
Zhongyu Ma, Ning Zhang, Heng Zhang, Yan Zhang, ZhaoBin Li, Qun Guo
2024 J jnl
Access strategies in mmWave cell-free network: A matching and auction theory based approach.
Comput. Networks
Zhongyu Ma, Xueyao Zhang, Shunbao Zhang, Jianbing Pu, Xianghong Lin, Qun Guo
2024 J jnl
AudioGuard: Omnidirectional Indoor Intrusion Detection Using Audio Device.
ACM Trans. Internet Things
Tianben Wang, Zhangben Li, Honghao Yan, Xiantao Liu, Boqin Liu, Shengjie Li, Zhongyu Ma, Jin Hu, Daqing Zhang, Tao Gu
2024 J jnl
Coalition Formation-Based Sub-Channel Allocation in Full-Duplex-Enabled mmWave IABN With D2D.
IEEE/ACM Trans. Netw.
Zhongyu Ma, Yajing Wang, Zijun Wang, Guangjie Han, Zhanjun Hao, Qun Guo
2024 J jnl
Coalitional game based sub-channel allocation for full-duplex-enabled mmWave IAB network in B5G.
Comput. Commun.
Zhongyu Ma, Zijun Wang, Yajing Wang, Xianghong Lin, Qun Guo, Yi Xie
2024 J jnl
End-to-End Throughput Maximization Oriented Resource Allocation in RIS-Assisted mmWave IABN Using Nonorthogonal Multiple Access.
IEEE Internet Things J.
Yajing Wang, Guiqing He, Bo Yang, Zhanjun Hao, Qun Guo, Zhongyu Ma
2024 J jnl
Revenue maximization based joint optimization in mmWave cell-free network: an equivalent decomposition and alternative iteration combined approach.
Telecommun. Syst.
Zhongyu Ma, Liang Ran, Jianbing Pu, Qun Guo, Xianghong Lin
2024 J jnl
Spectral Efficiency Maximization Oriented Joint Optimization for RIS-Aided mmWave IABN: An Alternating Iterative Optimization Based Approach.
IEEE Trans. Veh. Technol.
Zhongyu Ma, Yuxi Gao, Guangjie Han, Qun Guo, Xianghong Lin
2023 J jnl
A trend graph attention network for traffic prediction.
Inf. Sci.
Chu Wang, Ran Tian, Jia Hu, Zhongyu Ma
2023 — conf
ISTNet: Inception Spatial Temporal Transformer for Traffic Prediction.
DASFAA (1)
Chu Wang, Jia Hu, Ran Tian, Xin Gao, Zhongyu Ma
2023 J jnl
LDformer: a parallel neural network model for long-term power forecasting.
Frontiers Inf. Technol. Electron. Eng.
Ran Tian, Xinmei Li, Zhongyu Ma, Yanxing Liu, Jingxia Wang, Chu Wang
2023 J jnl
Learning to multi-vehicle cooperative bin packing problem via sequence-to-sequence policy network with deep reinforcement learning model.
Comput. Ind. Eng.
Ran Tian, Chunming Kang, Jiaming Bi, Zhongyu Ma, Yanxing Liu, Saisai Yang, Fangfang Li
2023 J jnl
MFSTGN: a multi-scale spatial-temporal fusion graph network for traffic prediction.
Appl. Intell.
Ran Tian, Chu Wang, Jia Hu, Zhongyu Ma
2023 J jnl
Medicine-Shelf matching strategy based on Bayesian convolutional neural network with fuzzy analytic hierarchy process.
Expert Syst. Appl.
Ran Tian, Saisai Yang, Chu Wang, Zhongyu Ma, Chunming Kang
2023 J jnl
Multi-scale spatial-temporal aware transformer for traffic prediction.
Inf. Sci.
Ran Tian, Chu Wang, Jia Hu, Zhongyu Ma
2023 J jnl
Pose ResNet: 3D Human Pose Estimation Based on Self-Supervision.
Sensors
Wenxia Bao, Zhongyu Ma, Dong Liang, Xianjun Yang, Tao Niu
2023 C conf
Wireless Powered Backscatter Communications with Spatially Random Tags.
ICCC
Yingting Liu, Yinghui Ye, Xingwang Li, Zhongyu Ma, Zhiyang Zhou
2022 J jnl
Collaborative Apportionment Noise-Based Soft Sensor Framework.
IEEE Trans. Instrum. Meas.
Shiwei Gao, Qingsong Zhang, Ran Tian, Zhongyu Ma, Yanxing Liu, Ziqian Hao
2022 J jnl
Millimeter-Wave Radar Localization Using Indoor Multipath Effect.
Sensors
Zhanjun Hao, Hao Yan, Xiaochao Dang, Zhongyu Ma, Peng Jin, Wenze Ke
2022 — conf
RMVS: Remote Monitoring of Vital Signs with mm-Wave Radar.
MORSE@MobiCom
Zhanjun Hao, Hao Yan, Xiaochao Dang, Zhongyu Ma, Wenze Ke, Peng Jin
2022 J jnl
Research on vehicle-cargo matching algorithm based on improved dynamic Bayesian network.
Comput. Ind. Eng.
Ran Tian, Chu Wang, Zhongyu Ma, Yanxing Liu, Shi-wei Gao
2022 J jnl
mm-DSF: A Method for Identifying Dangerous Driving Behaviors Based on the Lateral Fusion of Micro-Doppler Features Combined.
Sensors
Zhanjun Hao, Zepei Li, Xiaochao Dang, Zhongyu Ma, Yue Wang
2021 J jnl
QoS-oriented joint optimization of concurrent scheduling and power control in millimeter wave mesh backhaul network.
J. Netw. Comput. Appl.
Zhongyu Ma, Jie Cao, Qun Guo, Xiangwei Li, Hongfeng Ma
2021 J jnl
QoTa-MPR: QoS-oriented and traffic-aware multi-path routing protocol for internet of remote things.
Telecommun. Syst.
Zhongyu Ma, Yanxing Liu, Qun Guo, Xiaochao Dang, Zhanjun Hao, Ran Tian
2020 J jnl
QoS-Oriented joint optimization of resource allocation and concurrent scheduling in 5G millimeter-wave network.
Comput. Networks
Zhongyu Ma, Bo Li, Zhongjiang Yan, Mao Yang
2019 J jnl
Remaining bandwidth based multipath routing in 5G millimeter wave self-backhauling network.
Wirel. Networks
Zhongyu Ma, Bo Li, Zhongjiang Yan, Mao Yang
2019 J jnl
VaSe-MRP: Velocity-aware and stability-estimation-based multi-path routing protocol in flying ad hoc network.
Int. J. Distributed Sens. Networks
Zhongyu Ma, Qun Guo, Ji Ma, Zhe Zhang, Hongfeng Ma, Linru Peng, Ying Li
2018 J jnl
A novel recommendation system in location-based social networks using distributed ELM.
Memetic Comput.
Xiangguo Zhao, Zhongyu Ma, Zhen Zhang
2018 J jnl
ELM-based convolutional neural networks making move prediction in Go.
Soft Comput.
Xiangguo Zhao, Zhongyu Ma, Boyang Li, Zhen Zhang, Hengyu Liu
2017 — conf
A Flow Network Based Backhaul Path Planning Algorithm for mmWave Small Cell Networks (Invited Paper).
IoTaaS
Zhongyu Ma, Bo Li, Zhongjiang Yan, Mao Yang, Xiaoya Zuo, Bo Yang