📚 Publications
📝 Papers:
Hierarchical Cavitation Intensity Recognition Using Sub-Master Transition Network-based Acoustic Signals in Pipeline Systems
Shuiping Gou, Yu Sha*, Bo Liu, Ningtao Liu, Johannes Faber, Stefan Schramm, Horst Stoecker, Thomas Steckenreiter, Domagoj Vnucec, Nadine Wetzstein, Andreas Widl, Kai Zhou
Expert Systems with Applications | JCR: Q1 | SCI: 1-Top | Paper
Regional-Local Adversarially Learned One-Class Classifier Anomalous Sound Detection in Global Long-Term Space
Yu Sha, Shuiping Gou, Johannes Faber, Bo Liu, Wei Li, Stefan Schramm, Horst Stoecker, Thomas Steckenreiter, Domagoj Vnucec, Nadine Wetzstein, Andreas Widl, Kai Zhou
A multi-task learning for cavitation detection and cavitation intensity recognition of valve acoustic signals
Yu Sha, Johannes Faber, Shuiping Gou, Bo Liu, Wei Li, Stefan Schramm, Horst Stoecker, Thomas Steckenreiter, Domagoj Vnucec, Nadine Wetzstein, Andreas Widl, Kai Zhou
Engineering Applications of Artificial Intelligence | JCR: Q1 | SCI: 1-Top | Paper | Code
An acoustic signal cavitation detection framework based on XGBoost with adaptive selection feature engineering
Yu Sha, Johannes Faber, Shuiping Gou, Bo Liu, Wei Li, Stefan Schramm, Horst Stoecker, Thomas Steckenreiter, Domagoj Vnucec, Nadine Wetzstein, Andreas Widl, Kai Zhou
Prioritization Hindsight Experience based on Spatial Position Attention for Robots
Ye Yuan, Yu Sha, Feixiang Sun, Haofan Lu, Shuiping Gou, Jie Luo
Machine Intelligence Research | JCR: Q1 | SCI: 2 | Paper
Dynamic Spatio-Temporal Pruning for Efficient Spiking Neural Networks. Shuiping Gou, Jiahui Fu, Yu Sha, Zhen Cao, Zhang Guo, Jason K. Eshraghian, Ruimin Li, Licheng Jiao (Frontiers in Neuroscience | JCR: Q1| SCI: 2-Top | Paper | 
Self-supervised, Non-Contact Heartbeat Detection Based on Ballistocardiograms utilizing Physiological Information Guidance. Shuiping Gou, Jiahui Fu, Yu Sha, Zhen Cao, Zhang Guo, Jason K. Eshraghian, Ruimin Li, Licheng Jiao (IEEE Journal of Biomedical and Health Informatics | JCR: Q1 | SCI: 1-Top | Paper | 
Phase Retrieval for Terahertz Holography with Physics-Informed Deep Learning. Mingjun Xiang, Lingxiao Wang, Yu Sha, Hui Yuan, Kai Zhou, Hartmut G Roskos (Digital Holography and Three-Dimensional Imaging | EI | Paper | 
A study on small magnitude seismic phase identification using 1D deep residual neural network. Wei Li, Megha Chakraborty, Yu Sha, Kai Zhou, Johannes Faber, Georg Rümpker, Horst Stöcker, Nishtha Srivastava (Artificial Intelligence in Geosciences | JCR: Q1 | SCI: 2 | Paper | Code | 
Deep Learning-based Small Magnitude Earthquake Detection and Seismic Phase Classification. Wei Li, Yu Sha, Kai Zhou, Johannes Faber, Georg Rümpker, Horst Stöcker, Nishtha Srivastava (arXiv 2204.02870 | Paper | Code | 
Smart home system based on STC89C52. Liang Qin, Yu Sha, Yumeng Xu (Practical Electronics | 2018 | Paper)
Study on operation analysis and decision making for sharing-bicycles. Hong Zhang, Dixin Zhou, Chuanqi Cheng, Yu Sha (Big Data Research | 2019 | Paper)
💡 Patents:
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Heart rate estimation method based on cross-modal mapping of heart impact map signals
Shuiping Gou, Yuanjie Liu, Ningtao Liu, Yu Sha, Changzhe Jiao, Dong Hai, Shasha Mao, Jiaxin Cheng
Invention Patent | CN111887858B -
Hierarchical Cavitation Intensity Recognition Using Sub-Master Transition Network-based Acoustic Signals in Pipeline Systems
Shuiping Gou, Yu Sha, Zhang Guo, Bo Liu
Invention Patent | 202310945885.1 -
Face Aging Method Based on Adversarial Learning of Local and Global Region Policies
Shuiping Gou, Ruichen Xue, Nuo Tong, Ruimin Li, Yu Sha, Ningtao Liu
Invention Patent | 202310941541.3 -
Physics-Guided Global Filtering Attention Convolutional Neural Networks for Image Classification
Zhang Guo, Huiyu Chen, Shuiping Gou, Yu Sha, Xinlin Wang, Bo Liu
Invention Patent | 202411474637.4