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2020 – today
- 2024
[j7]Jing-Xiao Liao
, Bojian Hou, Hang-Cheng Dong, Hao Zhang, Xiaoge Zhang, Jinwei Sun, Shiping Zhang, Feng-Lei Fan:
Quadratic Neuron-Empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection. IEEE Trans. Artif. Intell. 5(9): 4723-4737 (2024)- [j6]Jing-Xiao Liao, Jipu Li, Hang-Cheng Dong, Jinwei Sun, Meiyan Zhang, Shiping Zhang, Xiaoge Zhang:
Logarithmic Cumulative Transformation: A Simple Yet Effective Approach for Bearing Remaining Useful Life Prediction. IEEE Trans. Ind. Informatics 20(9): 11024-11034 (2024) - [j5]Jing-Xiao Liao, Sheng-Lai Wei, Chen-Long Xie, Tieyong Zeng, Jinwei Sun, Shiping Zhang, Xiaoge Zhang, Feng-Lei Fan:
BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [i7]Jing-Xiao Liao, Chao He, Jipu Li, Jinwei Sun, Shiping Zhang, Xiaoge Zhang:
Classifier-guided neural blind deconvolution: a physics-informed denoising module for bearing fault diagnosis under heavy noise. CoRR abs/2404.15341 (2024) - 2023
- [j4]Xiao-Cong Zhong, Qisong Wang, Dan Liu, Jing-Xiao Liao, Runze Yang, Sanhe Duan, Guohua Ding, Jinwei Sun:
A deep domain adaptation framework with correlation alignment for EEG-based motor imagery classification. Comput. Biol. Medicine 163: 107235 (2023) - [j3]Jing-Xiao Liao, Hangcheng Dong, Zhi-Qi Sun, Jinwei Sun, Shiping Zhang, Feng-Lei Fan:
Attention-Embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 72: 1-13 (2023) - [i6]Feng-Lei Fan, Hang-Cheng Dong, Zhongming Wu, Lecheng Ruan, Tieyong Zeng, Yiming Cui, Jing-Xiao Liao:
One Neuron Saved Is One Neuron Earned: On Parametric Efficiency of Quadratic Networks. CoRR abs/2303.06316 (2023) - [i5]Jing-Xiao Liao, Sheng-Lai Wei, Chen-Long Xie, Tieyong Zeng, Jinwei Sun, Shiping Zhang, Xiaoge Zhang, Feng-Lei Fan:
BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration. CoRR abs/2307.16363 (2023) - [i4]Hang-Cheng Dong, Yuhao Jiang, Yingyan Huang, Jingxiao Liao, Bingguo Liu, Dong Ye, Guodong Liu:
Rethinking Class Activation Maps for Segmentation: Revealing Semantic Information in Shallow Layers by Reducing Noise. CoRR abs/2308.02118 (2023) - 2022
- [j2]Hangcheng Dong, Jingxiao Liao, Yang Wang, Yixin Chen, Bingguo Liu, Dong Ye, Guodong Liu:
Training neural networks for solving 1-D optimal piecewise linear approximation. Neurocomputing 508: 275-283 (2022) - [j1]Di Zhu, Yuanhong Xu, Hongjie Ma, Jingxiao Liao, Wen Sun, Yuting Chen, Wei Liu:
Building a Three-Level User Experience (UX) Measurement Framework for Mobile Banking Applications in a Chinese Context: An Analytic Hierarchy Process (AHP) Analysis. Multimodal Technol. Interact. 6(9): 83 (2022) - [i3]Jing-Xiao Liao, Bojian Hou, Hang-Cheng Dong, Hao Zhang, Jianwei Ma, Jinwei Sun, Shiping Zhang, Feng-Lei Fan:
Heterogeneous Autoencoder Empowered by Quadratic Neurons. CoRR abs/2204.01707 (2022) - [i2]Jing-Xiao Liao, Hang-Cheng Dong, Zhi-Qi Sun, Jinwei Sun, Shiping Zhang, Feng-Lei Fan:
Attention-embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis. CoRR abs/2206.00390 (2022) - 2021
- [c2]Jingxiao Liao, Xiaoping Hu:
Ergonomics-Based Clothing Structure Design for Elderly People. HCI (16) 2021: 139-151 - [i1]Hangcheng Dong, Jingxiao Liao, Yan Wang, Yixin Chen, Bingguo Liu, Dong Ye, Guodong Liu:
Training Neural Networks for Solving 1-D Optimal Piecewise Linear Approximation. CoRR abs/2110.08259 (2021) - 2020
- [c1]Jingxiao Liao, Xiaoping Hu:
Ergonomic-Based Clothing Design for the Elderly. HCI (18) 2020: 155-166
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