Deqiang He

52 papers Journal 47Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A lightweight deep learning model for synchronized crop stem detection and row segmentation at the seedling stage: Exploring their contribution to agricultural navigation line extraction.
Comput. Electron. Agric.
Xindong Lai, Jianzhi Huang, Yongmei Mo, Hongwei Li, Tianyun Dong, Tao Wu, Deqiang He
2026 J jnl
A new method for bearing remaining useful life prediction based on dynamic wavelet and physical information constraints.
Expert Syst. Appl.
Jiayang Zhao, Deqiang He, Zhenzhen Jin, Xingwu Zhang, Jixu Zhou
2026 J jnl
Generating diverse data based on FA-LoRA fine-tuning of diffusion models to enhance UAV forest fire detection performance.
Appl. Soft Comput.
Wentao Zhou, Deqiang He, Zhenzhen Jin, Zexian Wei, Haimeng Sun, Jinxin Wu, Yuan Zhuang, Baofu Qin, Qinzhan Wu
2026 J jnl
Hierarchical fault diagnosis of train communication networks based on cross-dimensional information fusion and mixture-of-head attention mechanism.
Reliab. Eng. Syst. Saf.
Deqiang He, Mi Liang, Jinxin Wu, Zhenzhen Jin, Yanjun Chen
2025 J jnl
AGFCN:A bearing fault diagnosis method for high-speed train bogie under complex working conditions.
Reliab. Eng. Syst. Saf.
Deqiang He, Jinxin Wu, Zhenzhen Jin, Chenggeng Huang, Zexian Wei, Cai Yi
2025 J jnl
Bogie key components fault diagnosis utilizing multi-sensor tensor graphs and dual-attribute feature selection.
Eng. Appl. Artif. Intell.
Zexian Wei, Deqiang He, Zhenzhen Jin, Haimeng Sun, Jinxin Wu, Sheng Shan, Jian Miao, Cai Yi
2025 J jnl
DCAGGCN: A novel method for remaining useful life prediction of bearings.
Reliab. Eng. Syst. Saf.
Deqiang He, Jiayang Zhao, Zhenzhen Jin, Chenggeng Huang, Cai Yi, Jinxin Wu
2025 J jnl
LDCD-Net: lightweight dual-channel detection network for obstacles detection on rail transit.
Signal Image Video Process.
Mingchao Zhang, Deqiang He, Qi Liu, Jinxin Wu, Yuliang Qin, Zhenzhen Jin, Chonghui Ren
2025 J jnl
MSRNet-GLAM: A novel intrusion detection method for train communication network.
Simul. Model. Pract. Theory
Qilin Chen, Deqiang He, Zhenzhen Jin, Ziyang Ren, Tiexiang Liu, Sheng Shan
2025 J jnl
Multi-scale dynamic spatio-temporal graph network for anomaly detection of wind turbine main bearing under time-varying conditions.
Eng. Appl. Artif. Intell.
Yang Fu, Jiachen Ma, Deqiang He, Zhenzhen Jin, Hongrui Cao, Bin Yu
2025 J jnl
Optimizing edge-enabled system for detecting green passion fruits in complex natural orchards using lightweight deep learning model.
Comput. Electron. Agric.
Hongwei Li, Jiasheng Chen, Zenan Gu, Tianyun Dong, Jiqing Chen, Junduan Huang, Jingyao Gai, Hao Gong, Zhiheng Lu, Deqiang He
2025 J jnl
Parallel Self-Learned and Predefined Joint Spatial-Temporal Graph Convolutional Networks for Traffic Flow Prediction.
IEEE Internet Things J.
Xuan Yang, Qin Li, Pai Xu, Deqiang He, Huachun Tan
2025 J jnl
Prediction of bearing remaining useful life based on a two-stage updated digital twin.
Adv. Eng. Informatics
Deqiang He, Jiayang Zhao, Zhenzhen Jin, Chenggeng Huang, Fan Zhang, Jinxin Wu
2025 J jnl
SCADA Data-Driven Spatio-Temporal Graph Convolutional Neural Network for Wind Turbine Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Jiachen Ma, Yang Fu, Tianle Cheng, Deqiang He, Hongrui Cao, Bin Yu
2024 J jnl
A lightweight improved YOLOv5s model and its deployment for detecting pitaya fruits in daytime and nighttime light-supplement environments.
Comput. Electron. Agric.
Hongwei Li, Zenan Gu, Deqiang He, Xicheng Wang, Junduan Huang, Yongmei Mo, Peiwei Li, Zhihao Huang, Fengyun Wu
2024 J jnl
Direct Denoising of Fault Signal for Train Bogie Bearing Under Speed Change Condition.
IEEE Trans. Veh. Technol.
Zexian Wei, Deqiang He, Zhenzhen Jin, Haimeng Sun, Sheng Shan, Chang Liu, Cai Yi
2024 J jnl
Few-shot fault diagnosis of switch machine based on data fusion and balanced regularized prototypical network.
Eng. Appl. Artif. Intell.
Zhenpeng Lao, Deqiang He, Haimeng Sun, Yiling He, Zhiping Lai, Sheng Shan, Yanjun Chen
2024 J jnl
Few-shot fault diagnosis of turnout switch machine based on flexible semi-supervised meta-learning network.
Knowl. Based Syst.
Yiling He, Deqiang He, Zhenpeng Lao, Zhenzhen Jin, Jian Miao, Zhiping Lai, Yanjun Chen
2024 J jnl
Hybrid Decision-Making for Intelligent High-Speed Train Operation: A Boundary Constraint and Pre-Evaluation Reinforcement Learning Approach.
IEEE Trans. Intell. Transp. Syst.
Haotong Zhang, Kai Xu, Deqing Huang, Deqiang He, Shixun Wu, Gang Xian
2024 J jnl
Learning spatial-temporal pairwise and high-order relationships for short-term passenger flow prediction in urban rail transit.
Expert Syst. Appl.
Jinxin Wu, Deqiang He, Zhenzhen Jin, Xianwang Li, Qin Li, Weibin Xiang
2024 J jnl
Multi-Source Information Fusion Graph Convolution Network for traffic flow prediction.
Expert Syst. Appl.
Qin Li, Pai Xu, Deqiang He, Yuankai Wu, Huachun Tan, Xuan Yang
2024 J jnl
Research on flow scheduling of train communication based on time-sensitive network.
Simul. Model. Pract. Theory
Tiexiang Liu, Deqiang He, Zhenzhen Jin, Sheng Shan, Yanjun Chen, Qilin Chen
2024 J jnl
Simultaneous detection of fruits and fruiting stems in mango using improved YOLOv8 model deployed by edge device.
Comput. Electron. Agric.
Zenan Gu, Deqiang He, Junduan Huang, Jiqing Chen, Xiuhong Wu, Bincheng Huang, Tianyun Dong, Qiumei Yang, Hongwei Li
2024 J jnl
Spatial-Temporal Traffic Modeling With a Fusion Graph Reconstructed by Tensor Decomposition.
IEEE Trans. Intell. Transp. Syst.
Qin Li, Xuan Yang, Yong Wang, Yuankai Wu, Deqiang He
2024 J jnl
Spatial-Temporal Traffic Prediction With an Interactive Spatial-Enhanced Graph Convolutional Network Model.
IEEE Trans. Intell. Transp. Syst.
Qin Li, Pai Xu, Xuan Yang, Yuankai Wu, Hongwen He, Deqiang He
2024 J jnl
Surface defect detection of stay cable sheath based on autoencoder and auxiliary anomaly location.
Adv. Eng. Informatics
Qi Liu, Deqiang He, Yixin Shen, Zhenpeng Lao, Rui Ma, Jianhui Li
2024 J jnl
Temporal multi-resolution hypergraph attention network for remaining useful life prediction of rolling bearings.
Reliab. Eng. Syst. Saf.
Jinxin Wu, Deqiang He, Jiayi Li, Jian Miao, Xianwang Li, Hongwei Li, Sheng Shan
2024 J jnl
Unsupervised intrusion detection for rail transit based on anomaly segmentation.
Signal Image Video Process.
Yixin Shen, Deqiang He, Qi Liu, Zhenzhen Jin, Xianwang Li, Chonghui Ren
2024 J jnl
Welding defect detection based on phased array images and two-stage segmentation strategy.
Adv. Eng. Informatics
Yan Chen, Deqiang He, Suiqiu He, Zhenzhen Jin, Jian Miao, Sheng Shan, Yanjun Chen
2023 J jnl
Density-Based Affinity Propagation Tensor Clustering for Intelligent Fault Diagnosis of Train Bogie Bearing.
IEEE Trans. Intell. Transp. Syst.
Zexian Wei, Deqiang He, Zhenzhen Jin, Bin Liu, Sheng Shan, Yanjun Chen, Jian Miao
2023 J jnl
Energy-Saving Optimization Method of Urban Rail Transit Based on Improved Differential Evolution Algorithm.
Sensors
Guancheng Lu, Deqiang He, Jinlai Zhang
2023 J jnl
Fault diagnosis of bearing based on refined piecewise composite multivariate multiscale fuzzy entropy.
Digit. Signal Process.
Zhenzhen Jin, Yulong Xiao, Deqiang He, Zexian Wei, Yingqian Sun, Weifeng Yang
2023 J jnl
Few-shot fault diagnosis of turnout switch machine based on semi-supervised weighted prototypical network.
Knowl. Based Syst.
Zhenpeng Lao, Deqiang He, Zhenzhen Jin, Chang Liu, Hui Shang, Yiling He
2023 J jnl
Intelligent fault diagnosis and health stage division of bearing based on tensor clustering and feature space denoising.
Appl. Intell.
Zexian Wei, Deqiang He, Zhenzhen Jin, Sheng Shan, Xueyan Zou, Jian Miao, Chang Liu
2023 J jnl
Learning spatial-temporal dynamics and interactivity for short-term passenger flow prediction in urban rail transit.
Appl. Intell.
Jinxin Wu, Xianwang Li, Deqiang He, Qin Li, Weibin Xiang
2022 J jnl
A Novel Reliability-Centered Opportunistic Maintenance Strategy for Metro Train Complex Systems.
IEEE Intell. Transp. Syst. Mag.
Deqiang He, Xiaozhen Zhang, Chao Ge, Erheng Chen
2022 J jnl
DC and AC Power Quality Control for Single-Phase Grid-Tied PEMFC Systems With Low DC-Link Capacitance by Solution-Space-Reduced MPC.
IEEE Trans. Ind. Electron.
Bin Liu, Guojin Li, Deqiang He, Yanming Chen
2022 J jnl
Evaluation and Prediction of Train Communication Network Performance.
IEEE Trans. Veh. Technol.
Deqiang He, Guoqiang Liu, Yanjun Chen, Jian Miao, Xiaoyang Yao
2022 J jnl
Fault diagnosis of train rotating parts based on multi-objective VMD optimization and ensemble learning.
Digit. Signal Process.
Zhenzhen Jin, Deqiang He, Rui Ma, Xueyan Zou, Yanjun Chen, Sheng Shan
2022 J jnl
Intelligent fault diagnosis of train axle box bearing based on parameter optimization VMD and improved DBN.
Eng. Appl. Artif. Intell.
Zhenzhen Jin, Deqiang He, Zexian Wei
2022 J jnl
Single-Loop Control for Single-Phase Dual-Boost Grid-Tied Inverter With Half Cycle Modulation and Feedforward Virtual-Vectors MPC.
IEEE Trans. Ind. Electron.
Bin Liu, Deqiang He, Guojin Li, Hui Liu, Liulin Yang, Yanming Chen
2022 J jnl
Spatial-temporal traffic modeling with a fusion graph reconstructed by tensor decomposition.
CoRR
Qin Li, Xuan Yang, Yong Wang, Yuankai Wu, Deqiang He
2022 J jnl
Topology Design and Optimization of Train Communication Network Based on Industrial Ethernet.
IEEE Trans. Veh. Technol.
Deqiang He, Daliang Sun, Yanjun Chen, Guoqiang Liu, Songlin Guo, Rui Ma, Jian Miao, Jianren Liu
2021 J jnl
Rail Transit Obstacle Detection Based on Improved CNN.
IEEE Trans. Instrum. Meas.
Deqiang He, Zhiheng Zou, Yanjun Chen, Bin Liu, Jian Miao
2020 — conf
Online Images Detection for Pantograph Slide Abrasion.
ICCT
Deqiang He, Jiyong Chen, Wei Liu, Zhiheng Zou, Xiaoyang Yao, Guoliang He
2020 — conf
Topology Optimization of Train Communication Network Based on Improved Adaptive Genetic Algorithm.
ICCT
Deqiang He, Yasong Wang, Yanjun Chen, Yuzhao Yuan, Tao Chen, Jianren Liu
2019 J jnl
Detection of Foreign Matter on High-Speed Train Underbody Based on Deep Learning.
IEEE Access
Deqiang He, Zikai Yao, Zhou Jiang, Yanjun Chen, Jianxin Deng, Weibin Xiang
2019 J jnl
Optimal Control of Metro Energy Conservation Based on Regenerative Braking: A Complex Model Study of Trajectory and Overlap Time.
IEEE Access
Deqiang He, Yanjie Yang, Jixu Zhou, Yanjun Chen
2019 J jnl
Research on Optimization of Train Energy-Saving Based on Improved Chicken Swarm Optimization.
IEEE Access
Deqiang He, Guancheng Lu, Yanjie Yang
2009 — conf
Research and Development of Intelligent Display Unit for Metro Train.
JCAI
Deqiang He, Xiangyang Lu
2008 — conf
Research on passenger information system security management of the subway.
ICAIT
Jian Miao, Deqiang He, Zhenrong Zhang
2006 — conf
P2P and Mobile Agent Based Interactive Communication in the Digital Passenger Information System.
ISDA (2)
Deqiang He, Xiangyang Lu, Xiaoyang Yao