Deep Learning Algorithms for Rotating Machinery Intelligent Diagnosis: An Open Source Benchmark Study. - Zhibin Zhao; Tianfu Li; Jingyao Wu 001; Chuang Sun 001; Shibin Wang; Ruqiang Yan 001; Xuefeng Chen 002 (CoRR, 2020)

Fault-Attention Generative Probabilistic Adversarial Autoencoder for Machine Anomaly Detection. - Jingyao Wu 001; Zhibin Zhao; Chuang Sun 001; Ruqiang Yan 001; Xuefeng Chen 002 (IEEE Trans. Ind. Informatics, 2020)

Machine Anomaly Detection under Changing Working Condition with Syncretic Self-Regression Auto-Encoder. - Jingyao Wu 001; Zhibin Zhao; Hongbing Shang; Chuang Sun 001; Ruqiang Yan 001; Xuefeng Chen 002 (I2MTC, 2021)

Learning from Class-imbalanced Data with a Model-Agnostic Framework for Machine Intelligent Diagnosis. - Jingyao Wu 001; Zhibin Zhao; Chuang Sun 001; Ruqiang Yan 001; Xuefeng Chen 002 (Reliab. Eng. Syst. Saf., 2021)

Aircraft flight regime recognition with deep temporal segmentation neural network. - Jingyao Wu 001; Chenye Hu; Chuang Sun 001; Xuefeng Chen 002; Ruqiang Yan 001 (Eng. Appl. Artif. Intell., 2023)

Interinstance and Intratemporal Self-Supervised Learning With Few Labeled Data for Fault Diagnosis. - Chenye Hu; Jingyao Wu 001; Chuang Sun 001; Ruqiang Yan 001; Xuefeng Chen 002 (IEEE Trans. Ind. Informatics, 2023)

Global Prior Transformer Network in Intelligent Borescope Inspection for Surface Damage Detection of Aeroengine Blade. - Hongbing Shang; Jingyao Wu 001; Chuang Sun 001; Jinxin Liu; Xuefeng Chen 002; Ruqiang Yan 001 (IEEE Trans. Ind. Informatics, 2023)

Intelligent temporal detection network for boundary-sensitive flight regime recognition. - Chenye Hu; Jingyao Wu 001; Chuang Sun 001; Xuefeng Chen 002; Ruqiang Yan 001 (Eng. Appl. Artif. Intell., 2023)

NorCLR: A Normality-Aggregated Contrastive Learning Framework for Mechanical Anomaly Detection. - Chenye Hu; Jiaxin Ren; Jingyao Wu 001; Hong Xu; Chuang Sun 001; Ruqiang Yan 001 (I2MTC, 2024)

Information-Imbalance Learning With Hazard-Sensitive Loss for Machine Fault Diagnosis. - Jingyao Wu 001; Hongbing Shang; Chuang Sun 001; Ruqiang Yan 001; Xuefeng Chen 002 (IEEE Trans. Instrum. Meas., 2024)

Normality Aggregation and Abnormality Separation Contrastive Learning for Mechanical Anomaly Detection. - Chenye Hu; Jiaxin Ren; Hong Xu; Jingyao Wu 001; Chuang Sun 001; Ruqiang Yan 001 (IEEE Trans. Instrum. Meas., 2025)

Unified Flowing Normality Learning for Rotating Machinery Anomaly Detection in Continuous Time-Varying Conditions. - Chenye Hu; Jingyao Wu 001; Chuang Sun 001; Xuefeng Chen 002; Asoke K. Nandi; Ruqiang Yan 001 (IEEE Trans. Cybern., 2025)