Siyu Shao

According to our database, Siyu Shao authored at least 12 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Following the Herd or the Bellwether: Peer Effects in Firms' AI Adoption.

Siyu Shao, Jianjun Yang, Ling Zhang

IEEE Trans. Engineering Management, 2026

2025

Solver-Informed RL: Grounding Large Language Models for Authentic Optimization Modeling.

Yitian Chen, Jingfan Xia, Siyu Shao, Dongdong Ge, Yinyu Ye

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2023

You can get smaller: A lightweight self-activation convolution unit modified by transformer for fault diagnosis.

Hairui Fang, Jin Deng, Dongsheng Chen, Wenjuan Jiang, Siyu Shao, Mingcong Tang, Jingjing Liu

Adv. Eng. Informatics, January, 2023

2022

CLFormer: A Lightweight Transformer Based on Convolutional Embedding and Linear Self-Attention With Strong Robustness for Bearing Fault Diagnosis Under Limited Sample Conditions.

Hairui Fang, Jin Deng, Yaoxu Bai, Bo Feng, Sheng Li, Siyu Shao, Dongsheng Chen

IEEE Trans. Instrum. Meas., 2022

2021

LEFE-Net: A Lightweight Efficient Feature Extraction Network With Strong Robustness for Bearing Fault Diagnosis.

Hairui Fang, Jin Deng, Bo Zhao, Yan Shi, Jianye Zhou, Siyu Shao

IEEE Trans. Instrum. Meas., 2021

Bearing Fault Diagnosis under Variable Working Conditions Based on Deep Residual Shrinkage Networks and Transfer Learning.

Xinyu Yang, Fulin Chi, Siyu Shao, Qiang Zhang

J. Sensors, 2021

2020

DCNN-Based Multi-Signal Induction Motor Fault Diagnosis.

Siyu Shao, Ruqiang Yan, Yadong Lu, Peng Wang, Robert X. Gao

IEEE Trans. Instrum. Meas., 2020

Attention-Based LSTM Network for Rotatory Machine Remaining Useful Life Prediction.

Hao Zhang, Qiang Zhang, Siyu Shao, Tianlin Niu, Xinyu Yang

IEEE Access, 2020

2019

Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning.

Siyu Shao, Stephen McAleer, Ruqiang Yan, Pierre Baldi

IEEE Trans. Ind. Informatics, 2019

Generative adversarial networks for data augmentation in machine fault diagnosis.

Siyu Shao, Pu Wang, Ruqiang Yan

Comput. Ind., 2019

ECG Arrhythmias Detection Using Auxiliary Classifier Generative Adversarial Network and Residual Network.

Pu Wang, Borui Hou, Siyu Shao, Ruqiang Yan

IEEE Access, 2019

2017

Convolutional Discriminative Feature Learning for Induction Motor Fault Diagnosis.

Wenjun Sun, Rui Zhao, Ruqiang Yan, Siyu Shao, Xuefeng Chen

IEEE Trans. Ind. Informatics, 2017