Shuilong He

Prior Knowledge-Augmented Self-Supervised Feature Learning for Few-Shot Intelligent Fault Diagnosis of Machines

Tianci Zhang, Jinglong Chen, Shuilong He et al. · IEEE Transactions on Industrial Electronics · 2022 · 119 citations

Artificial Intelligence, Fault Diagnosis, Engineering +16

Few-shot learning under domain shift: Attentional contrastive calibrated transformer of time series for fault diagnosis under sharp speed variation

Shen Liu, Jinglong Chen, Shuilong He et al. · Mechanical Systems and Signal Processing · 2022 · 78 citations

Few-shot Learning, Fault Diagnosis, Engineering +9

Contrastive-weighted self-supervised model for long-tailed data classification with vision transformer augmented

Rujie Hou, Jinglong Chen, Yong Feng et al. · Mechanical Systems and Signal Processing · 2022 · 57 citations

Data Classification, Image Classification, Machine Vision +15

Layer Regeneration Network With Parameter Transfer and Knowledge Distillation for Intelligent Fault Diagnosis of Bearing Using Class Unbalanced Sample

Fudong Li, Jinglong Chen, Shuilong He et al. · IEEE Transactions on Instrumentation and Measurement · 2021 · 32 citations

Artificial Intelligence, Fault Diagnosis, Engineering +16

Temporal convolution-based sorting feature repeat-explore network combining with multi-band information for remaining useful life estimation of equipment

Yuanhong Chang, Jinglong Chen, Yulang Liu et al. · Knowledge-Based Systems · 2022 · 28 citations

Engineering, Machine Learning, Deep Learning +12