Siyu Shao

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
Solver-Informed RL: Grounding Large Language Models for Authentic Optimization Modeling.
CoRR
Yitian Chen, Jingfan Xia, Siyu Shao, Dongdong Ge, Yinyu Ye
2023 J jnl
You can get smaller: A lightweight self-activation convolution unit modified by transformer for fault diagnosis.
Adv. Eng. Informatics
Hairui Fang, Jin Deng, Dongsheng Chen, Wenjuan Jiang, Siyu Shao, Mingcong Tang, Jingjing Liu
2022 J jnl
CLFormer: A Lightweight Transformer Based on Convolutional Embedding and Linear Self-Attention With Strong Robustness for Bearing Fault Diagnosis Under Limited Sample Conditions.
IEEE Trans. Instrum. Meas.
Hairui Fang, Jin Deng, Yaoxu Bai, Bo Feng, Sheng Li, Siyu Shao, Dongsheng Chen
2021 J jnl
Bearing Fault Diagnosis under Variable Working Conditions Based on Deep Residual Shrinkage Networks and Transfer Learning.
J. Sensors
Xinyu Yang, Fulin Chi, Siyu Shao, Qiang Zhang
2021 J jnl
LEFE-Net: A Lightweight Efficient Feature Extraction Network With Strong Robustness for Bearing Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Hairui Fang, Jin Deng, Bo Zhao, Yan Shi, Jianye Zhou, Siyu Shao
2020 J jnl
Attention-Based LSTM Network for Rotatory Machine Remaining Useful Life Prediction.
IEEE Access
Hao Zhang, Qiang Zhang, Siyu Shao, Tianlin Niu, Xinyu Yang
2020 J jnl
DCNN-Based Multi-Signal Induction Motor Fault Diagnosis.
IEEE Trans. Instrum. Meas.
Siyu Shao, Ruqiang Yan, Yadong Lu, Peng Wang, Robert X. Gao
2019 J jnl
ECG Arrhythmias Detection Using Auxiliary Classifier Generative Adversarial Network and Residual Network.
IEEE Access
Pu Wang, Borui Hou, Siyu Shao, Ruqiang Yan
2019 J jnl
Generative adversarial networks for data augmentation in machine fault diagnosis.
Comput. Ind.
Siyu Shao, Pu Wang, Ruqiang Yan
2019 J jnl
Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning.
IEEE Trans. Ind. Informatics
Siyu Shao, Stephen McAleer, Ruqiang Yan, Pierre Baldi
2017 J jnl
Convolutional Discriminative Feature Learning for Induction Motor Fault Diagnosis.
IEEE Trans. Ind. Informatics
Wenjun Sun, Rui Zhao, Ruqiang Yan, Siyu Shao, Xuefeng Chen