Xiangkai Shen

According to our database, Xiangkai Shen authored at least 19 papers between 2022 and 2025.

Collaborative distances:

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

2025

Online Pipeline Weld Defect Detection for Magnetic Flux Leakage Inspection System via Lightweight Rotated Network.

Jinhai Liu, Zhitao Wen, Xiangkai Shen, Fengyuan Zuo, Lin Jiang, Huaguang Zhang

IEEE Trans. Ind. Electron., July, 2025

A Novel Geometry-Aware Context Selection Network for Small Defect Detection Under Magnetic Flux Leakage Signals.

Qiannan Wang, Jianhua Tang, Jinhai Liu, Huaguang Zhang, Yifu Ren, Zhitao Wen, Xiangkai Shen

IEEE Trans. Instrum. Meas., 2025

TSDD-UB: A Texture Simplification-Based Denoising Diffusion Model for Unsupervised Defect Detection Under Ultrasonic B-Scan Signal.

Liwei Wang, Jinhai Liu, Yuan Zhong, Xiangkai Shen, He Zhao

IEEE Trans. Instrum. Meas., 2025

VLCIM: A Vision-Language Cyclic Interaction Model for Industrial Defect Detection.

Xiangkai Shen, Lei Li, Yushan Ma, Shaofeng Xu, Jinhai Liu, Zhiguo Yang, Yan Shi

IEEE Trans. Instrum. Meas., 2025

A Masked Multi-View Bidirectional Network for Class Extremely Imbalanced Object Detection Under Magnetic Flux Leakage Signals.

He Zhao, Jinhai Liu, Huaguang Zhang, Qiannan Wang, Xiangkai Shen, Xin Zhang

IEEE Trans Autom. Sci. Eng., 2025

A Novel Incremental Defect Detection Method via Elastic Heterogeneous Distillation Network.

Xiangkai Shen, Jinhai Liu, Huaguang Zhang, Lin Jiang, He Zhao, Hongyu Yang

IEEE Trans Autom. Sci. Eng., 2025

Mutual Supervision of MFL Heterogeneous Signals for Insufficient Sample Defect Detection on Pipeline Safety Operation.

Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Hang Xu

IEEE Trans Autom. Sci. Eng., 2025

2024

A Dynamic Weights-Based Wavelet Attention Neural Network for Defect Detection.

Jinhai Liu, He Zhao, Zhaolin Chen, Qiannan Wang, Xiangkai Shen, Huaguang Zhang

IEEE Trans. Neural Networks Learn. Syst., November, 2024

Irregular Defect Size Estimation for the Magnetic Flux Leakage Detection System via Expertise-Informed Collaborative Network.

Lei Wang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Fengyuan Zuo

IEEE Trans. Ind. Electron., October, 2024

A Novel Weld Defect Detection Method for Intelligent Magnetic Flux Leakage Detection System via Contextual Relation Network.

Xiangkai Shen, Jinhai Liu, Lin Jiang, Xiaoyuan Liu, Huaguang Zhang

IEEE Trans. Ind. Electron., June, 2024

A Physics-Guided MFL Deformed Defect Recovery Method.

Lin Jiang, Huaguang Zhang, Jinhai Liu, Qi Xiao, Xiangkai Shen, Hang Xu

IEEE Trans Autom. Sci. Eng., April, 2024

DGICR-Net: Dual-Graph Interactive Consistency Reasoning Network for Weld Defect Recognition With Limited Labeled Samples.

Xiaoyuan Liu, Jinhai Liu, Huanqun Zhang, Huaguang Zhang, Xiangkai Shen

IEEE Trans. Instrum. Meas., 2024

2023

SSCT-Net: A Semisupervised Circular Teacher Network for Defect Detection With Limited Labeled Multiview MFL Samples.

Xiangkai Shen, Jinhai Liu, Jiayue Sun, Lin Jiang, He Zhao, Huaguang Zhang

IEEE Trans. Ind. Informatics, October, 2023

An Intelligent Defect Detection Approach Based on Cascade Attention Network Under Complex Magnetic Flux Leakage Signals.

Jinhai Liu, Xiangkai Shen, Jianfeng Wang, Lin Jiang, Huaguang Zhang

IEEE Trans. Ind. Electron., July, 2023

A MFL Mechanism-Based Self-Supervised Method for Defect Detection With Limited Labeled Samples.

He Zhao, Jinhai Liu, Jianhua Tang, Xiangkai Shen, Senxiang Lu, Qiannan Wang

IEEE Trans. Instrum. Meas., 2023

Pipeline Irregular Defect Inversion for Magnetic Flux Leakage Detection System Based on Heterogeneous Multiclass Feature Fusion.

Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Lei Wang

IEEE Trans. Instrum. Meas., 2023

2022

THMS-Net: A Two-Stage Heterogeneous Signals Mutual Supervision Network for MFL Weak Defect Detection.

Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Hang Xu

IEEE Trans. Instrum. Meas., 2022

A Multisensor Cycle-Supervised Convolutional Neural Network for Anomaly Detection on Magnetic Flux Leakage Signals.

Lin Jiang, Huaguang Zhang, Jinhai Liu, Xiangkai Shen, Hang Xu

IEEE Trans. Ind. Informatics, 2022

Anomaly detection of industrial multi-sensor signals based on enhanced spatiotemporal features.

Lin Jiang, Hang Xu, Jinhai Liu, Xiangkai Shen, Senxiang Lu, Zhan Shi

Neural Comput. Appl., 2022