Jing-Xiao Liao

Classifier-guided neural blind deconvolution: A physics-informed denoising module for bearing fault diagnosis under noisy conditions

Jing-Xiao Liao, Chao He, Jipu Li et al. · Mechanical Systems and Signal Processing · 2024 · 63 citations

Fault Diagnosis, Physics-informed Denoising Module, Engineering +8

Attention-Embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis

Jing-Xiao Liao, Hangcheng Dong, Zhiqi Sun et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 62 citations

Artificial Intelligence, Fault Diagnosis, Convolutional Neural Network +22

A deep domain adaptation framework with correlation alignment for EEG-based motor imagery classification

Xiao-Cong Zhong, Qisong Wang, Dan Liu et al. · Computers in Biology and Medicine · 2023 · 31 citations

Motor Learning, Computational Neuroscience, Correlation Alignment +10

EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification

Xiao-Cong Zhong, Qisong Wang, Dan Liu et al. · IEEE Journal of Biomedical and Health Informatics · 2024 · 23 citations

BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration

Jing-Xiao Liao, S. H. Wei, C. Xie et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 21 citations