Integrating adversarial training strategies into deep autoencoders: A novel aeroengine anomaly detection framework. - Lin Lin 014; Lizheng Zu; Song Fu; Yikun Liu; Sihao Zhang; Shiwei Suo; Changsheng Tong (Eng. Appl. Artif. Intell., 2024)

An adaptive hybrid surrogate model for FEA of telescopic boom of rock drilling jumbo. - Yancheng Lv; Lin Lin; Hao Guo; Changsheng Tong; Yikun Liu; Sihao Zhang; Shiwei Suo (Eng. Appl. Artif. Intell., 2024)

PathEL: A novel collective entity linking method based on relationship paths in heterogeneous information networks. - Lizheng Zu; Lin Lin 014; Song Fu; Jie Liu; Shiwei Suo; Wenhui He; Jinlei Wu; Yancheng Lv (Inf. Syst., 2024)

Reconstruction method of aircraft wing stress field under limited measurement points via multi-source heterogeneous information fusion. - Lin Lin 014; Lingyu Yue; Dan Liu; Jinlei Wu; Sihao Zhang; Yikun Liu; Shiwei Suo (Adv. Eng. Informatics, 2025)

PSTFormer: A novel parallel spatial-temporal transformer for remaining useful life prediction of aeroengine. - Song Fu; Yiming Jia; Lin Lin 014; Shiwei Suo; Feng Guo; Sihao Zhang; Yikun Liu (Expert Syst. Appl., 2025)

Prototype matching-based meta-learning model for few-shot fault diagnosis of mechanical system. - Lin Lin 014; Sihao Zhang; Song Fu; Yikun Liu; Shiwei Suo; Guolei Hu (Neurocomputing, 2025)

DKAMFormer: Domain Knowledge-Augmented Multiscale Transformer for Remaining Useful Life Prediction of Aeroengine. - Song Fu; Yue Wang 087; Lin Lin 014; Minghang Zhao; Lizheng Zu; Yifan Lu; Feng Guo; Shiwei Suo; Yikun Liu; Sihao Zhang; Shisheng Zhong (IEEE CAA J. Autom. Sinica, 2025)

GIRMSF-global information reconstruction and multi-scale feature sharpening framework for knowledge graph embedding. - Lin Lin 014; Shiwei Suo; Song Fu; Lizheng Zu; Sihao Zhang; Yikun Liu (Expert Syst. Appl., 2026)