Jing-Xiao Liao

18 papers Journal 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Class-Aware Supervised Contrastive Quadratic Neural Network for Imbalanced Bearing Fault Diagnosis.
IEEE Trans. Reliab.
Weien Yu, Shiping Zhang, Jinwei Sun, Chenyu Li, Jing-Xiao Liao, Xiaoge Zhang
2026 J jnl
Big2Small: A Unifying Neural Network Framework for Model Compression.
CoRR
Jing-Xiao Liao, Haoran Wang, Tao Li, Daoming Lyu, Yi Zhang, Chengjun Cai, Feng-Lei Fan
2026 J jnl
Chaos-inspired active learning for physics-informed neural networks to assess the reliability of multi-state systems.
Reliab. Eng. Syst. Saf.
Chenyu Li, Pingping Dong, Yanwen Jin, Jing-Xiao Liao, Sai-Ho Chung, Chao Jiang, Xiaoge Zhang
2026 J jnl
Prior knowledge-embedded first-layer interpretable paradigm for rail transit vehicle human-computer collaboration fault monitoring.
J. Ind. Inf. Integr.
Chao He, Hongmei Shi, Jing-Xiao Liao, Bin Liu, Qiuhai Liu, Jianbo Li, Zujun Yu
2025 J jnl
Compress Any Segment Anything Model (SAM).
CoRR
Juntong Fan, Zhiwei Hao, Jianqiang Shen, Shang-Ling Jui, Yi Zhang, Jing-Xiao Liao, Feng-Lei Fan
2025 J jnl
EEG-DG: A Multi-Source Domain Generalization Framework for Motor Imagery EEG Classification.
IEEE J. Biomed. Health Informatics
Xiao-Cong Zhong, Qisong Wang, Dan Liu, Zhihuang Chen, Jing-Xiao Liao, Jinwei Sun, Yu-Dong Zhang, Feng-Lei Fan
2025 J jnl
NeuronSeek: On Stability and Expressivity of Task-driven Neurons.
CoRR
Hanyu Pei, Jing-Xiao Liao, Qibin Zhao, Ting Gao, Shijun Zhang, Xiaoge Zhang, Feng-Lei Fan
2025 J jnl
One Neuron Saved is One Neuron Earned: On Parametric Efficiency of Quadratic Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Feng-Lei Fan, Hang-Cheng Dong, Zhongming Wu, Lecheng Ruan, Tieyong Zeng, Yiming Cui, Jing-Xiao Liao
2024 J jnl
BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration.
IEEE Trans. Instrum. Meas.
Jing-Xiao Liao, Sheng-Lai Wei, Chen-Long Xie, Tieyong Zeng, Jinwei Sun, Shiping Zhang, Xiaoge Zhang, Feng-Lei Fan
2024 J jnl
Classifier-guided neural blind deconvolution: a physics-informed denoising module for bearing fault diagnosis under heavy noise.
CoRR
Jing-Xiao Liao, Chao He, Jipu Li, Jinwei Sun, Shiping Zhang, Xiaoge Zhang
2024 J jnl
Logarithmic Cumulative Transformation: A Simple Yet Effective Approach for Bearing Remaining Useful Life Prediction.
IEEE Trans. Ind. Informatics
Jing-Xiao Liao, Jipu Li, Hang-Cheng Dong, Jinwei Sun, Meiyan Zhang, Shiping Zhang, Xiaoge Zhang
2024 J jnl
Quadratic Neuron-Empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection.
IEEE Trans. Artif. Intell.
Jing-Xiao Liao, Bojian Hou, Hang-Cheng Dong, Hao Zhang, Xiaoge Zhang, Jinwei Sun, Shiping Zhang, Feng-Lei Fan
2023 J jnl
A deep domain adaptation framework with correlation alignment for EEG-based motor imagery classification.
Comput. Biol. Medicine
Xiao-Cong Zhong, Qisong Wang, Dan Liu, Jing-Xiao Liao, Runze Yang, Sanhe Duan, Guohua Ding, Jinwei Sun
2023 J jnl
Attention-Embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Jing-Xiao Liao, Hangcheng Dong, Zhi-Qi Sun, Jinwei Sun, Shiping Zhang, Feng-Lei Fan
2023 J jnl
BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration.
CoRR
Jing-Xiao Liao, Sheng-Lai Wei, Chen-Long Xie, Tieyong Zeng, Jinwei Sun, Shiping Zhang, Xiaoge Zhang, Feng-Lei Fan
2023 J jnl
One Neuron Saved Is One Neuron Earned: On Parametric Efficiency of Quadratic Networks.
CoRR
Feng-Lei Fan, Hang-Cheng Dong, Zhongming Wu, Lecheng Ruan, Tieyong Zeng, Yiming Cui, Jing-Xiao Liao
2022 J jnl
Attention-embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis.
CoRR
Jing-Xiao Liao, Hang-Cheng Dong, Zhi-Qi Sun, Jinwei Sun, Shiping Zhang, Feng-Lei Fan
2022 J jnl
Heterogeneous Autoencoder Empowered by Quadratic Neurons.
CoRR
Jing-Xiao Liao, Bojian Hou, Hang-Cheng Dong, Hao Zhang, Jianwei Ma, Jinwei Sun, Shiping Zhang, Feng-Lei Fan