Semisupervised Distance-Preserving Self-Organizing Map for Machine-Defect Detection and Classification. - Weihua Li 004; Shaohui Zhang; Guolin He (IEEE Trans. Instrum. Meas., 2013)

Synchronization Algorithm for STBC MIMO-OFDM System at Low SNR. - Ren-Ze Luo; Jiao Yang; Guolin He; Wenchang Cao (Wirel. Pers. Commun., 2016)

Domain Adversarial Transfer Network for Cross-Domain Fault Diagnosis of Rotary Machinery. - Zhuyun Chen 001; Guolin He; Jipu Li; Yixiao Liao; Konstantinos C. Gryllias; Weihua Li 004 (IEEE Trans. Instrum. Meas., 2020)

Analytical Prediction and Minimization of Deadtime-Related Harmonics in Permanent Magnet Synchronous Motor. - Zhaoqian Wu; Kang Ding; Zhijian Yang; Guolin He (IEEE Trans. Ind. Electron., 2021)

A Novel Weighted Adversarial Transfer Network for Partial Domain Fault Diagnosis of Machinery. - Weihua Li 004; Zhuyun Chen 001; Guolin He (IEEE Trans. Ind. Informatics, 2021)

Dual-Attention-Based Multiscale Convolutional Neural Network With Stage Division for Remaining Useful Life Prediction of Rolling Bearings. - Fei Jiang 001; Kang Ding; Guolin He; Huibin Lin; Zhuyun Chen 001; Weihua Li 004 (IEEE Trans. Instrum. Meas., 2022)

A Novel Dual Attention Convolutional Neural Network Based on Multisensory Frequency Features for Unmanned Aerial Vehicle Rotor Fault Diagnosis. - Fei Jiang 001; Feifei Yu; Du Canyi; Yicong Kuang; Zhaoqian Wu; Kang Ding; Guolin He (IEEE Access, 2023)

A LightGBM-Based Multiscale Weighted Ensemble Model for Few-Shot Fault Diagnosis. - Weihua Li 004; Jingke He; Huibin Lin; Ruyi Huang; Guolin He; Zhuyun Chen 001 (IEEE Trans. Instrum. Meas., 2023)

A Novel Optimization Demodulation Method for Gear Fault Vibration Overmodulation Signal and Its Application to Fault Diagnosis. - Xiaoqing Yang; Guolin He; Kang Ding; Yuanzheng Li; Xiaoxi Ding; Weihua Li 004 (IEEE Trans. Instrum. Meas., 2023)

Deep continual transfer learning with dynamic weight aggregation for fault diagnosis of industrial streaming data under varying working conditions. - Jipu Li; Ruyi Huang; Zhuyun Chen 001; Guolin He; Konstantinos C. Gryllias; Weihua Li 004 (Adv. Eng. Informatics, 2023)

A novel digital twin-driven approach based on physical-virtual data fusion for gearbox fault diagnosis. - Jingyan Xia; Ruyi Huang; Zhuyun Chen 001; Guolin He; Weihua Li 004 (Reliab. Eng. Syst. Saf., 2023)

Fault Prior-guided White-box Model towards Interpretable Discriminant Feature Extraction. - Yuan Zheng; Weihua Li 004; Zhuyun Chen 001; Huibin Lin; Guolin He (I2MTC, 2024)

A digital twin-driven approach for partial domain fault diagnosis of rotating machinery. - Jingyan Xia; Zhuyun Chen 001; Jiaxian Chen; Guolin He; Ruyi Huang; Weihua Li 004 (Eng. Appl. Artif. Intell., 2024)

MDAE-GraphSage Network-based Intelligent Fault Diagnosis for Harmonic Drive under Multiple Unknown Working Conditions. - Xu Tan; Jiaxian Chen; Guolin He; Shupeng Tan; Yan Shao; Weihua Li 004 (I2MTC, 2025)

Natural Modal Sketching Network: An Interpretable Approach for Bearing Impulsive Feature Extraction. - Yuan Zheng; Weihua Li 004; Guolin He; Kang Ding; Zhuyun Chen 001 (IEEE Trans. Cybern., 2025)

Mechanism-Informed Neural Network: An Interpretable Method for Gearbox Impulsive Fault Feature Extraction. - Yuan Zheng; Weihua Li 004; Guolin He; Zhuyun Chen 001; Chen Zheng (IEEE Internet Things J., 2025)

Matching Pursuit Network: An Interpretable Sparse Time-Frequency Representation Method Toward Mechanical Fault Diagnosis. - Huibin Lin; Xiaofeng Huang; Zhuyun Chen 001; Guolin He; Ciyang Xi; Weihua Li 004 (IEEE Trans. Neural Networks Learn. Syst., 2025)