A Comparative Evaluation of AutoEncoder-Based Unsupervised Anomaly Detection Methods Applied on Space Payload. - Junrong Du; Lei Song; Taisheng Zheng; Lili Guo; Chao Ma (DSA, 2019)

Anomaly Detection of Aerospace Facilities Using Ganomaly. - Junrong Du; Lili Guo; Lei Song; Haoran Liang; Tianyuan Chen (ICMSSP, 2020)

Mechanism Analysis and Self-Adaptive RBFNN Based Hybrid Soft Sensor Model in Energy Production Process: A Case Study. - Junrong Du; Jian Zhang 019; Laishun Yang; Xuzhi Li; Lili Guo; Lei Song 011 (Sensors, 2022)

Consistent Anomaly Detection and Localization of Multivariate Time Series via Cross-Correlation Graph-Based Encoder-Decoder GAN. - Haoran Liang; Lei Song 011; Junrong Du; Xuzhi Li; Lili Guo (IEEE Trans. Instrum. Meas., 2022)

A fine-tuning framework for cross-domain RUL prediction based on relevant health indicators. - Junrong Du; Zimeng Fan 003; Lei Song 011; Xuanang Gui; Lili Guo; Xuzhi Li (CSCWD, 2024)

Remaining useful life prediction under variable operating conditions via multisource adversarial domain adaptation networks. - Junrong Du; Lei Song 011; Xuanang Gui; Jian Zhang 019; Lili Guo; Xuzhi Li (Appl. Soft Comput., 2024)

A Novel Transfer Learning Approach for State-of-Health Prediction of Lithium-Ion Batteries in the Absence of Run-to-Failure Data. - Lei Song 011; Xuanang Gui; Junrong Du; Zimeng Fan 003; Mingwei Li; Lili Guo (IEEE Trans. Instrum. Meas., 2024)