An investigation of the mechanical behavior of conductive elastomer interconnects. - Jingsong Xie; Michael G. Pecht; David DeDonato; Ali Hassanzadeh (Microelectron. Reliab., 2001)

Contact discontinuity modeling of electromechanical switches. - Jingsong Xie; Michael G. Pecht (IEEE Trans. Reliab., 2004)

Regularized Cubic B-Spline Collocation Method With Modified L-Curve Criterion for Impact Force Identification. - Jie Liu 031; Jingsong Xie; Bing Li 023; Bingbing Hu (IEEE Access, 2020)

Adaptive stochastic-filter-based failure prediction model for complex repairable systems under uncertainty conditions. - Yizhen Peng; Yu Wang 043; Jingsong Xie; Yanyang Zi (Reliab. Eng. Syst. Saf., 2020)

Deep Feature Generating Network: A New Method for Intelligent Fault Detection of Mechanical Systems Under Class Imbalance. - Tongyang Pan; Jinglong Chen; Jingsong Xie; Zitong Zhou; Shuilong He (IEEE Trans. Ind. Informatics, 2021)

A Novel Bearing Fault Classification Method Based on XGBoost: The Fusion of Deep Learning-Based Features and Empirical Features. - Jingsong Xie; Zhaoyang Li; Zitong Zhou; Scarlett Liu (IEEE Trans. Instrum. Meas., 2021)

Conditional GAN and 2-D CNN for Bearing Fault Diagnosis With Small Samples. - Jinsong Yang; Jie Liu 031; Jingsong Xie; Changda Wang 002; Tianqi Ding (IEEE Trans. Instrum. Meas., 2021)

SASLN: Signals Augmented Self-Taught Learning Networks for Mechanical Fault Diagnosis Under Small Sample Condition. - Tianci Zhang; Jinglong Chen; Jingsong Xie; Tongyang Pan (IEEE Trans. Instrum. Meas., 2021)

High-temperature augmented neighborhood metric learning for cross-domain fault diagnosis with imbalanced data. - Yaqi Duan; Jinglong Chen; Tianci Zhang; Shuilong He; Yong Feng; Jingsong Xie; Wenrong Xiao (Knowl. Based Syst., 2022)

Meta-learning as a promising approach for few-shot cross-domain fault diagnosis: Algorithms, applications, and prospects. - Yong Feng; Jinglong Chen; Jingsong Xie; Tianci Zhang; Haixin Lv; Tongyang Pan (Knowl. Based Syst., 2022)

An Outlier Cleaning Based Adaptive Recognition Method for Degradation Stage of Bearings. - Jingsong Xie; Yujie Xie; Tiantian Wang 004; Yougang Xiao (Sensors, 2022)

A Mechanism-Based Automatic Fault Diagnosis Method for Gearboxes. - Lei Xu; Tiantian Wang 004; Jingsong Xie; Jinsong Yang; Guangjun Gao (Sensors, 2022)

Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification. - Jinsong Yang; Yizhen Peng; Jingsong Xie; Pengxi Wang (Sensors, 2022)

Defect Detection inside a Rail Head by Ultrasonic Guided Waves. - Jingsong Xie; Wenxiang Ding; Wen Zou; Tiantian Wang 004; Jinsong Yang (Symmetry, 2022)

Depth Prototype Clustering Method Based on Unsupervised Field Alignment for Bearing Fault Identification of Mechanical Equipment. - Yan Zhu; Xifeng Liang; Tiantian Wang 004; Jingsong Xie; Jinsong Yang (IEEE Trans. Instrum. Meas., 2022)

Multi-Feature Fusion and Reinforcement Model for High-Speed Train Axle Box Bearing Fault Diagnosis Under Variable Speed Domain. - Yuyan Li; Jingsong Xie; Tiantian Wang 004; Jinsong Yang; Buyao Yang (NCAA (2), 2023)

A Feature Fusion-Based Method for Remaining Useful Life Prediction of Rolling Bearings. - Jie Liu 031; Zian Yang; Jingsong Xie; Ruijie Wang; Shanhui Liu; Darun Xi (IEEE Trans. Instrum. Meas., 2023)

Deep Adversarial Hybrid Domain-Adaptation Network for Varying Working Conditions Fault Diagnosis of High-Speed Train Bogie. - Buyao Yang; Tiantian Wang 004; Jingsong Xie; Jinsong Yang (IEEE Trans. Instrum. Meas., 2023)

Multi-Information Fusion Fault Diagnosis of Bogie Bearing Under Small Samples via Unsupervised Representation Alignment Deep Q-Learning. - Yan Zhu; Xifeng Liang; Tiantian Wang 004; Jingsong Xie; Jinsong Yang (IEEE Trans. Instrum. Meas., 2023)

Generative artificial intelligence and data augmentation for prognostic and health management: Taxonomy, progress, and prospects. - Shen Liu; Jinglong Chen; Yong Feng; Zongliang Xie; Tongyang Pan; Jingsong Xie (Expert Syst. Appl., 2024)

A synchronization-induced cross-modal contrastive learning strategy for fault diagnosis of electromechanical systems under semi-supervised learning with current signal. - Qinyuan Luo; Jinglong Chen; Yanyang Zi; Jingsong Xie (Expert Syst. Appl., 2024)

A Deep Transfer Learning-Based Open Scenario Diagnostic Framework for Rail Damage Using Ultrasound Guided Waves. - Zhibin Guo; Tiantian Wang 004; Jingsong Xie; Jinsong Yang; Qunli Peng (IEEE Trans. Instrum. Meas., 2024)

A Lightweight Dual-Compression Fault Diagnosis Framework for High-Speed Train Bogie Bearing. - Yuyan Li; Shangjun Wang; Jingsong Xie; Tiantian Wang 004; Jinsong Yang; Tongyang Pan; Buyao Yang (IEEE Trans. Instrum. Meas., 2024)

A Simulated-to-Real Transfer Fault Diagnosis Method Based on Prototype Clustering Subdomain Adversarial Adaptation Network for HST Bogie Bearing. - Jingsong Xie; Shangjun Wang; Yuyan Li; Tiantian Wang 004; Jinsong Yang; Tongyang Pan (IEEE Trans. Instrum. Meas., 2024)

Graph-Based Model Compression for HSR Bogies Fault Diagnosis at IoT Edge via Adversarial Knowledge Distillation. - Wenqing Wan; Jinglong Chen; Jingsong Xie (IEEE Trans. Intell. Transp. Syst., 2024)

Two-Phase Dual-Adversarial Agents With Multivariate Information for Unsupervised Anomaly Detection of IIoT-Edge Devices. - Yuanhong Chang; Jinglong Chen; Rong Su 001; Jingsong Xie; Aimin Li (IEEE Internet Things J., 2024)

Integrating Misidentification and OOD Detection for Reliable Fault Diagnosis of High-Speed Train Bogie. - Yong Feng; Jinglong Chen; Zongliang Xie; Jingsong Xie; Tongyang Pan; Chao Li; Qing Zhao 003 (IEEE Trans. Intell. Transp. Syst., 2024)

Bearing Degradation Prediction based on Multi-Scale Mamba-Transformer Model. - Ran Bi; Tiantian Wang 004; Jingsong Xie; Yuntian Ta; Jirui Guan; Yanyu Li; Weicheng Li; Jiahang Li (ICPHM, 2025)

Dynamic Modeling and Impact Response Analysis of Multi-Unit Urban Rail Vehicle Post-Derailment. - Weicheng Li; Jiahe Gao; Tiantian Wang 004; Jingsong Xie; Guifa Huang; Jinsong Yang; Yulong Wu; Yuyan Li; Ran Bi (ICPHM, 2025)

Time-frequency Embedded Self-supervised Contrastive Learning for Fault Diagnosis of High-Speed Train bearing under Limited Labeled Data. - Yuyan Li; Jingsong Xie; Yaozheng Zeng; Tongyang Pan; Tiantian Wang 004; Weicheng Li; Ran Bi; Xiaochi Chen (ICPHM, 2025)

ELA-YOLO: An efficient method with linear attention for steel surface defect detection during manufacturing. - Ruichen Ma; Jinglong Chen; Yong Feng; Zitong Zhou; Jingsong Xie (Adv. Eng. Informatics, 2025)

A temporal cross-contrastive self-supervised learning framework for high-speed train bearing fault diagnosis: addressing limited labeling and speed variability. - Yuyan Li; Tiantian Wang 004; Jingsong Xie; Jinsong Yang; Tongyang Pan; Buzhao Niu; Xiang Yu (Eng. Appl. Artif. Intell., 2025)

Domain anchor-guided cluster matching for intelligent fault diagnosis under distribution discrepancy and category shift. - Jinglong Chen; Yaqi Duan; Zhuohang Chen; Jingsong Xie; Zitong Zhou (Expert Syst. Appl., 2025)

A long-short-term feature extraction network based on soft-parameter-sharing for high-speed train bogies multi-object fault diagnosis under long-tailed distribution. - Yijin Liu; Jinglong Chen; Tongyang Pan; Jingsong Xie (Expert Syst. Appl., 2025)

Uncertainty Estimation Pseudo-Label-Guided Source-Free Domain Adaptation for Cross-Domain Remaining Useful Life Prediction in IIoT. - Zhuohang Chen; Jinglong Chen; Tongyang Pan; Jingsong Xie (IEEE Internet Things J., 2025)

TFD-former: Time-frequency domain fusion decoders for effective and robust fault diagnosis under time-varying speeds. - Ruichen Ma; Jinglong Chen; Yong Feng; Zitong Zhou; Jingsong Xie (Knowl. Based Syst., 2025)

Dynamically Constrained Digital Twin-Based Mechanical Diagnosis Framework Under Undetermined States Without Fault Data. - Zhibin Guo; Jiahang Li; Tiantian Wang 004; Jingsong Xie; Jinsong Yang; Buzhao Niu (IEEE Trans. Instrum. Meas., 2025)

A Source Domain Adaptive Method for Transfer-Learning-Based Fault Diagnosis of Train Bogie Bearings at Higher Speeds. - Buyao Yang; Tiantian Wang 004; Jingsong Xie; Jinsong Yang; Tongyang Pan; Yu Wang 043 (IEEE Trans. Instrum. Meas., 2025)

Generating HSR Bogie Vibration Signals via Pulse Voltage-Guided Conditional Diffusion Model. - Xuan Liu; Jinglong Chen; Jingsong Xie; Yuanhong Chang (IEEE Trans. Intell. Transp. Syst., 2025)