P2P and Mobile Agent Based Interactive Communication in the Digital Passenger Information System. - Deqiang He; Xiangyang Lu; Xiaoyang Yao (ISDA (2), 2006)

Research on passenger information system security management of the subway. - Jian Miao; Deqiang He; Zhenrong Zhang (ICAIT, 2008)

Research and Development of Intelligent Display Unit for Metro Train. - Deqiang He; Xiangyang Lu (JCAI, 2009)

Research on Optimization of Train Energy-Saving Based on Improved Chicken Swarm Optimization. - Deqiang He; Guancheng Lu; Yanjie Yang (IEEE Access, 2019)

Detection of Foreign Matter on High-Speed Train Underbody Based on Deep Learning. - Deqiang He; Zikai Yao; Zhou Jiang; Yanjun Chen 002; Jianxin Deng; Weibin Xiang (IEEE Access, 2019)

Optimal Control of Metro Energy Conservation Based on Regenerative Braking: A Complex Model Study of Trajectory and Overlap Time. - Deqiang He; Yanjie Yang; Jixu Zhou; Yanjun Chen 002 (IEEE Access, 2019)

Online Images Detection for Pantograph Slide Abrasion. - Deqiang He; Jiyong Chen; Wei Liu; Zhiheng Zou; Xiaoyang Yao; Guoliang He (ICCT, 2020)

Topology Optimization of Train Communication Network Based on Improved Adaptive Genetic Algorithm. - Deqiang He; Yasong Wang; Yanjun Chen 002; Yuzhao Yuan; Tao Chen; Jianren Liu (ICCT, 2020)

Rail Transit Obstacle Detection Based on Improved CNN. - Deqiang He; Zhiheng Zou; Yanjun Chen 002; Bin Liu 053; Jian Miao (IEEE Trans. Instrum. Meas., 2021)

Spatial-temporal traffic modeling with a fusion graph reconstructed by tensor decomposition. - Qin Li 012; Xuan Yang; Yong Wang 002; Yuankai Wu; Deqiang He (CoRR, 2022)

Fault diagnosis of train rotating parts based on multi-objective VMD optimization and ensemble learning. - Zhenzhen Jin; Deqiang He; Rui Ma; Xueyan Zou; Yanjun Chen 002; Sheng Shan (Digit. Signal Process., 2022)

Intelligent fault diagnosis of train axle box bearing based on parameter optimization VMD and improved DBN. - Zhenzhen Jin; Deqiang He; Zexian Wei (Eng. Appl. Artif. Intell., 2022)

A Novel Reliability-Centered Opportunistic Maintenance Strategy for Metro Train Complex Systems. - Deqiang He; Xiaozhen Zhang; Chao Ge; Erheng Chen (IEEE Intell. Transp. Syst. Mag., 2022)

Single-Loop Control for Single-Phase Dual-Boost Grid-Tied Inverter With Half Cycle Modulation and Feedforward Virtual-Vectors MPC. - Bin Liu 053; Deqiang He; Guojin Li; Hui Liu 014; Liulin Yang; Yanming Chen (IEEE Trans. Ind. Electron., 2022)

DC and AC Power Quality Control for Single-Phase Grid-Tied PEMFC Systems With Low DC-Link Capacitance by Solution-Space-Reduced MPC. - Bin Liu 053; Guojin Li; Deqiang He; Yanming Chen (IEEE Trans. Ind. Electron., 2022)

Evaluation and Prediction of Train Communication Network Performance. - Deqiang He; Guoqiang Liu; Yanjun Chen 002; Jian Miao; Xiaoyang Yao (IEEE Trans. Veh. Technol., 2022)

Topology Design and Optimization of Train Communication Network Based on Industrial Ethernet. - Deqiang He; Daliang Sun; Yanjun Chen 002; Guoqiang Liu; Songlin Guo; Rui Ma; Jian Miao; Jianren Liu (IEEE Trans. Veh. Technol., 2022)

Few-shot fault diagnosis of turnout switch machine based on semi-supervised weighted prototypical network. - Zhenpeng Lao; Deqiang He; Zhenzhen Jin; Chang Liu; Hui Shang; Yiling He (Knowl. Based Syst., 2023)

Energy-Saving Optimization Method of Urban Rail Transit Based on Improved Differential Evolution Algorithm. - Guancheng Lu; Deqiang He; Jinlai Zhang (Sensors, 2023)

Fault diagnosis of bearing based on refined piecewise composite multivariate multiscale fuzzy entropy. - Zhenzhen Jin; Yulong Xiao; Deqiang He; Zexian Wei; Yingqian Sun; Weifeng Yang (Digit. Signal Process., 2023)

Density-Based Affinity Propagation Tensor Clustering for Intelligent Fault Diagnosis of Train Bogie Bearing. - Zexian Wei; Deqiang He; Zhenzhen Jin; Bin Liu 053; Sheng Shan; Yanjun Chen 002; Jian Miao (IEEE Trans. Intell. Transp. Syst., 2023)

Learning spatial-temporal dynamics and interactivity for short-term passenger flow prediction in urban rail transit. - Jinxin Wu; Xianwang Li; Deqiang He; Qin Li 012; Weibin Xiang (Appl. Intell., 2023)

Intelligent fault diagnosis and health stage division of bearing based on tensor clustering and feature space denoising. - Zexian Wei; Deqiang He; Zhenzhen Jin; Sheng Shan; Xueyan Zou; Jian Miao; Chang Liu (Appl. Intell., 2023)

Welding defect detection based on phased array images and two-stage segmentation strategy. - Yan Chen; Deqiang He; Suiqiu He; Zhenzhen Jin; Jian Miao; Sheng Shan; Yanjun Chen 002 (Adv. Eng. Informatics, 2024)

Surface defect detection of stay cable sheath based on autoencoder and auxiliary anomaly location. - Qi Liu; Deqiang He; Yixin Shen; Zhenpeng Lao; Rui Ma; Jianhui Li (Adv. Eng. Informatics, 2024)

Simultaneous detection of fruits and fruiting stems in mango using improved YOLOv8 model deployed by edge device. - Zenan Gu; Deqiang He; Junduan Huang; Jiqing Chen; Xiuhong Wu; Bincheng Huang; Tianyun Dong; Qiumei Yang; Hongwei Li (Comput. Electron. Agric., 2024)

A lightweight improved YOLOv5s model and its deployment for detecting pitaya fruits in daytime and nighttime light-supplement environments. - Hongwei Li; Zenan Gu; Deqiang He; Xicheng Wang; Junduan Huang; Yongmei Mo; Peiwei Li; Zhihao Huang; Fengyun Wu (Comput. Electron. Agric., 2024)

Few-shot fault diagnosis of switch machine based on data fusion and balanced regularized prototypical network. - Zhenpeng Lao; Deqiang He; Haimeng Sun; Yiling He; Zhiping Lai; Sheng Shan; Yanjun Chen 002 (Eng. Appl. Artif. Intell., 2024)

Multi-Source Information Fusion Graph Convolution Network for traffic flow prediction. - Qin Li 012; Pai Xu; Deqiang He; Yuankai Wu; Huachun Tan; Xuan Yang (Expert Syst. Appl., 2024)

Learning spatial-temporal pairwise and high-order relationships for short-term passenger flow prediction in urban rail transit. - Jinxin Wu; Deqiang He; Zhenzhen Jin; Xianwang Li; Qin Li 012; Weibin Xiang (Expert Syst. Appl., 2024)

Few-shot fault diagnosis of turnout switch machine based on flexible semi-supervised meta-learning network. - Yiling He; Deqiang He; Zhenpeng Lao; Zhenzhen Jin; Jian Miao; Zhiping Lai; Yanjun Chen 002 (Knowl. Based Syst., 2024)

Temporal multi-resolution hypergraph attention network for remaining useful life prediction of rolling bearings. - Jinxin Wu; Deqiang He; Jiayi Li; Jian Miao; Xianwang Li; Hongwei Li; Sheng Shan (Reliab. Eng. Syst. Saf., 2024)

Unsupervised intrusion detection for rail transit based on anomaly segmentation. - Yixin Shen; Deqiang He; Qi Liu; Zhenzhen Jin; Xianwang Li; Chonghui Ren (Signal Image Video Process., 2024)

Research on flow scheduling of train communication based on time-sensitive network. - Tiexiang Liu; Deqiang He; Zhenzhen Jin; Sheng Shan; Yanjun Chen 002; Qilin Chen (Simul. Model. Pract. Theory, 2024)

Spatial-Temporal Traffic Modeling With a Fusion Graph Reconstructed by Tensor Decomposition. - Qin Li 012; Xuan Yang; Yong Wang 044; Yuankai Wu; Deqiang He (IEEE Trans. Intell. Transp. Syst., 2024)

Hybrid Decision-Making for Intelligent High-Speed Train Operation: A Boundary Constraint and Pre-Evaluation Reinforcement Learning Approach. - Haotong Zhang 004; Kai Xu; Deqing Huang; Deqiang He; Shixun Wu; Gang Xian (IEEE Trans. Intell. Transp. Syst., 2024)

Direct Denoising of Fault Signal for Train Bogie Bearing Under Speed Change Condition. - Zexian Wei; Deqiang He; Zhenzhen Jin; Haimeng Sun; Sheng Shan; Chang Liu; Cai Yi (IEEE Trans. Veh. Technol., 2024)

Spatial-Temporal Traffic Prediction With an Interactive Spatial-Enhanced Graph Convolutional Network Model. - Qin Li 012; Pai Xu; Xuan Yang; Yuankai Wu; Hongwen He; Deqiang He (IEEE Trans. Intell. Transp. Syst., 2024)

Prediction of bearing remaining useful life based on a two-stage updated digital twin. - Deqiang He; Jiayang Zhao; Zhenzhen Jin; Chenggeng Huang; Fan Zhang; Jinxin Wu (Adv. Eng. Informatics, 2025)

Optimizing edge-enabled system for detecting green passion fruits in complex natural orchards using lightweight deep learning model. - Hongwei Li; Jiasheng Chen; Zenan Gu; Tianyun Dong; Jiqing Chen; Junduan Huang; Jingyao Gai; Hao Gong; Zhiheng Lu; Deqiang He (Comput. Electron. Agric., 2025)

Bogie key components fault diagnosis utilizing multi-sensor tensor graphs and dual-attribute feature selection. - Zexian Wei; Deqiang He; Zhenzhen Jin; Haimeng Sun; Jinxin Wu; Sheng Shan; Jian Miao; Cai Yi (Eng. Appl. Artif. Intell., 2025)

AGFCN:A bearing fault diagnosis method for high-speed train bogie under complex working conditions. - Deqiang He; Jinxin Wu; Zhenzhen Jin; Chenggeng Huang; Zexian Wei; Cai Yi (Reliab. Eng. Syst. Saf., 2025)

DCAGGCN: A novel method for remaining useful life prediction of bearings. - Deqiang He; Jiayang Zhao; Zhenzhen Jin; Chenggeng Huang; Cai Yi; Jinxin Wu (Reliab. Eng. Syst. Saf., 2025)

MSRNet-GLAM: A novel intrusion detection method for train communication network. - Qilin Chen; Deqiang He; Zhenzhen Jin; Ziyang Ren; Tiexiang Liu; Sheng Shan (Simul. Model. Pract. Theory, 2025)

SCADA Data-Driven Spatio-Temporal Graph Convolutional Neural Network for Wind Turbine Fault Diagnosis. - Jiachen Ma 007; Yang Fu; Tianle Cheng; Deqiang He; Hongrui Cao; Bin Yu (IEEE Trans. Instrum. Meas., 2025)

LDCD-Net: lightweight dual-channel detection network for obstacles detection on rail transit. - Mingchao Zhang; Deqiang He; Qi Liu; Jinxin Wu; Yuliang Qin; Zhenzhen Jin; Chonghui Ren (Signal Image Video Process., 2025)

Parallel Self-Learned and Predefined Joint Spatial-Temporal Graph Convolutional Networks for Traffic Flow Prediction. - Xuan Yang; Qin Li 012; Pai Xu; Deqiang He; Huachun Tan (IEEE Internet Things J., 2025)

A new method for bearing remaining useful life prediction based on dynamic wavelet and physical information constraints. - Jiayang Zhao; Deqiang He; Zhenzhen Jin; Xingwu Zhang; Jixu Zhou (Expert Syst. Appl., 2026)