A Directed Acyclic Graph Network Combined With CNN and LSTM for Remaining Useful Life Prediction. - Jialin Li; Xueyi Li 004; David He (IEEE Access, 2019)

A Novel Method for Early Gear Pitting Fault Diagnosis Using Stacked SAE and GBRBM. - Jialin Li; Xueyi Li 004; David He; Yongzhi Qu (Sensors, 2019)

Unsupervised rotating machinery fault diagnosis method based on integrated SAE-DBN and a binary processor. - Jialin Li; Xueyi Li 004; David He; Yongzhi Qu (J. Intell. Manuf., 2020)

An improved CNN based on attention mechanism with multi-domain feature fusion for bearing fault diagnosis. - Mingzhu Yu; Heli Liu; Rengen Wang; Xiangwei Kong; Zhiyong Hu; Xueyi Li 004 (ICPHM, 2021)

A Novel Framework for Early Pitting Fault Diagnosis of Rotating Machinery Based on Dilated CNN Combined With Spatial Dropout. - Xueyi Li 004; Xiangwei Kong; Zhendong Liu; Zhiyong Hu; Cheng Shi (IEEE Access, 2021)

Attention Recurrent Autoencoder Hybrid Model for Early Fault Diagnosis of Rotating Machinery. - Xiangwei Kong; Xueyi Li 004; Qingzhao Zhou; Zhiyong Hu; Cheng Shi (IEEE Trans. Instrum. Meas., 2021)

Fusion innovation: Multi-scale dilated collaborative model of ConvNeXt and MSDA for fault diagnosis. - Xueyi Li 004; Daiyou Li; Peng Yuan; Yining Xie; Zhiliang Wang; Zhijie Xie; Xiangwei Kong; Fulei Chu (Robotics Auton. Syst., 2024)

Hierarchical Convolution-Transformer Framework for Gear Fault Diagnosis Under Severe Noise. - Qiushi He; Bo Kang; Shanshan Fan; Xueyi Li 004 (IEEE Access, 2025)

Fault diagnosis method for imbalanced data based on adaptive diffusion models and generative adversarial networks. - Xueyi Li 004; Xudong Wu; Tianyang Wang; Yining Xie; Fulei Chu (Eng. Appl. Artif. Intell., 2025)

The bearing multi-sensor fault diagnosis method based on a multi-branch parallel perception network and feature fusion strategy. - Xueyi Li 004; Shuquan Xiao; Qi Li; Liangkuan Zhu; Tianyang Wang; Fulei Chu (Reliab. Eng. Syst. Saf., 2025)

Mixed style network based: A novel rotating machinery fault diagnosis method through batch spectral penalization. - Xueyi Li 004; Tianyu Yu; Feibin Zhang; Jinfeng Huang; David He; Fulei Chu (Reliab. Eng. Syst. Saf., 2025)

Digital twin-driven imbalanced fault diagnosis method based on new distribution discrepancy metric and large margin aware focal loss. - Xueyi Li 004; Daiyou Li; Tianyang Wang; Peng Yuan; Tianyu Yu (Simul. Model. Pract. Theory, 2025)