Jie Wang

LiConvFormer: A lightweight fault diagnosis framework using separable multiscale convolution and broadcast self-attention

Shen Yan, Haidong Shao, Jie Wang et al. · Expert Systems with Applications · 2023 · 344 citations · Full text

Engineering, Computer Engineering, Computer Science +16

Bayesian variational transformer: A generalizable model for rotating machinery fault diagnosis

Yiming Xiao, Haidong Shao, Jie Wang et al. · Mechanical Systems and Signal Processing · 2023 · 246 citations

Computing, Electrical Engineering, Systems Engineering +16

Domain generalization for rotating machinery fault diagnosis: A survey

Yiming Xiao, Haidong Shao, Shen Yan et al. · Advanced Engineering Informatics · 2024 · 166 citations

Computing, Computer Science, Industrial Engineering +13

C-ECAFormer: A new lightweight fault diagnosis framework towards heavy noise and small samples

Jie Wang, Haidong Shao, Shen Yan et al. · Engineering Applications of Artificial Intelligence · 2023 · 107 citations · Full text

Computing, Computer Engineering, Computer Science +8

LSFConvformer: A lightweight method for mechanical fault diagnosis under small samples and variable speeds with time-frequency fusion

Haidong Shao, Haoran Liu, Jie Wang et al. · Mechanical Systems and Signal Processing · 2025 · 45 citations · Full text

Engineering, Electrical Engineering, Mechanical Engineering +11