Xiangkai Shen

23 papers Journal 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
A hierarchical knowledge-embedded fine-grained network for pipeline weak defect detection.
Expert Syst. Appl.
Jinhai Liu, Qiannan Wang, He Zhao, Zhitao Wen, Xiangkai Shen, Fengyuan Zuo
2026 J jnl
A multi-stage dynamic self-distillation network for industrial defect detection.
Adv. Eng. Informatics
He Zhao, Jinhai Liu, Qiannan Wang, Zhitao Wen, Xiangkai Shen
2026 J jnl
Joint Domain Adaptation via Cluster Centers and Thermal Imaging for Detecting Leakages in Different Pneumatic Components.
IEEE Trans. Reliab.
Jiaqi Chang, Yan Shi, Lei Li, Jianchun Zhang, Yushan Ma, Maolin Cai, Xiangkai Shen, Yixuan Wang, Shaofeng Xu, Na Wang, Yanxia Niu, Wenjun Li, Liman Yang
2026 J jnl
Neural-based adaptive grinding force tracking control for pneumatic end-actuator with uncertain dynamic model constraints.
Inf. Sci.
Yan Shi, Zhanxin Li, Zhiguo Yang, Yanxia Niu, Jiange Kou, Xiangkai Shen, Yixuan Wang, Zhibo Sun
2025 J jnl
A Masked Multi-View Bidirectional Network for Class Extremely Imbalanced Object Detection Under Magnetic Flux Leakage Signals.
IEEE Trans Autom. Sci. Eng.
He Zhao, Jinhai Liu, Huaguang Zhang, Qiannan Wang, Xiangkai Shen, Xin Zhang
2025 J jnl
A Novel Geometry-Aware Context Selection Network for Small Defect Detection Under Magnetic Flux Leakage Signals.
IEEE Trans. Instrum. Meas.
Qiannan Wang, Jianhua Tang, Jinhai Liu, Huaguang Zhang, Yifu Ren, Zhitao Wen, Xiangkai Shen
2025 J jnl
A Novel Incremental Defect Detection Method via Elastic Heterogeneous Distillation Network.
IEEE Trans Autom. Sci. Eng.
Xiangkai Shen, Jinhai Liu, Huaguang Zhang, Lin Jiang, He Zhao, Hongyu Yang
2025 J jnl
Mutual Supervision of MFL Heterogeneous Signals for Insufficient Sample Defect Detection on Pipeline Safety Operation.
IEEE Trans Autom. Sci. Eng.
Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Hang Xu
2025 J jnl
Online Pipeline Weld Defect Detection for Magnetic Flux Leakage Inspection System via Lightweight Rotated Network.
IEEE Trans. Ind. Electron.
Jinhai Liu, Zhitao Wen, Xiangkai Shen, Fengyuan Zuo, Lin Jiang, Huaguang Zhang
2025 J jnl
TSDD-UB: A Texture Simplification-Based Denoising Diffusion Model for Unsupervised Defect Detection Under Ultrasonic B-Scan Signal.
IEEE Trans. Instrum. Meas.
Liwei Wang, Jinhai Liu, Yuan Zhong, Xiangkai Shen, He Zhao
2025 J jnl
VLCIM: A Vision-Language Cyclic Interaction Model for Industrial Defect Detection.
IEEE Trans. Instrum. Meas.
Xiangkai Shen, Lei Li, Yushan Ma, Shaofeng Xu, Jinhai Liu, Zhiguo Yang, Yan Shi
2024 J jnl
A Dynamic Weights-Based Wavelet Attention Neural Network for Defect Detection.
IEEE Trans. Neural Networks Learn. Syst.
Jinhai Liu, He Zhao, Zhaolin Chen, Qiannan Wang, Xiangkai Shen, Huaguang Zhang
2024 J jnl
A Novel Weld Defect Detection Method for Intelligent Magnetic Flux Leakage Detection System via Contextual Relation Network.
IEEE Trans. Ind. Electron.
Xiangkai Shen, Jinhai Liu, Lin Jiang, Xiaoyuan Liu, Huaguang Zhang
2024 J jnl
A Physics-Guided MFL Deformed Defect Recovery Method.
IEEE Trans Autom. Sci. Eng.
Lin Jiang, Huaguang Zhang, Jinhai Liu, Qi Xiao, Xiangkai Shen, Hang Xu
2024 J jnl
DGICR-Net: Dual-Graph Interactive Consistency Reasoning Network for Weld Defect Recognition With Limited Labeled Samples.
IEEE Trans. Instrum. Meas.
Xiaoyuan Liu, Jinhai Liu, Huanqun Zhang, Huaguang Zhang, Xiangkai Shen
2024 J jnl
Irregular Defect Size Estimation for the Magnetic Flux Leakage Detection System via Expertise-Informed Collaborative Network.
IEEE Trans. Ind. Electron.
Lei Wang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Fengyuan Zuo
2023 J jnl
A MFL Mechanism-Based Self-Supervised Method for Defect Detection With Limited Labeled Samples.
IEEE Trans. Instrum. Meas.
He Zhao, Jinhai Liu, Jianhua Tang, Xiangkai Shen, Senxiang Lu, Qiannan Wang
2023 J jnl
An Intelligent Defect Detection Approach Based on Cascade Attention Network Under Complex Magnetic Flux Leakage Signals.
IEEE Trans. Ind. Electron.
Jinhai Liu, Xiangkai Shen, Jianfeng Wang, Lin Jiang, Huaguang Zhang
2023 J jnl
Pipeline Irregular Defect Inversion for Magnetic Flux Leakage Detection System Based on Heterogeneous Multiclass Feature Fusion.
IEEE Trans. Instrum. Meas.
Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Lei Wang
2023 J jnl
SSCT-Net: A Semisupervised Circular Teacher Network for Defect Detection With Limited Labeled Multiview MFL Samples.
IEEE Trans. Ind. Informatics
Xiangkai Shen, Jinhai Liu, Jiayue Sun, Lin Jiang, He Zhao, Huaguang Zhang
2022 J jnl
A Multisensor Cycle-Supervised Convolutional Neural Network for Anomaly Detection on Magnetic Flux Leakage Signals.
IEEE Trans. Ind. Informatics
Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Hang Xu
2022 J jnl
Anomaly detection of industrial multi-sensor signals based on enhanced spatiotemporal features.
Neural Comput. Appl.
Lin Jiang, Hang Xu, Jinhai Liu, Xiangkai Shen, Senxiang Lu, Zhan Shi
2022 J jnl
THMS-Net: A Two-Stage Heterogeneous Signals Mutual Supervision Network for MFL Weak Defect Detection.
IEEE Trans. Instrum. Meas.
Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Hang Xu