M.Sc.

Yiwen Liao

Research Assistant
Institute of Signal Processing and System Theory

Contact

+49 711 685-67362
+49 711 685-67362

Pfaffenwaldring 47
70569 Stuttgart
Deutschland
Room: 2.278

Subject

  • Variable selection and feature selection
    • Attention-based approaches
    • Autoencoder-based approaches
    • etc.
  • Anomaly detection
    • One-class classification and Open set recognition
    • Fault detection and recovery in autonomous systems
  • Intra-class splitting
2021
Yiwen Liao, Alexander Bartler, Bin Yang
IEEE International Conference on Automation Science and Engineering (CASE), 2021, Lyon, France
 
Yiwen Liao, Raphaël Latty, Bin Yang
IEEE International Joint Conference on Neural Networks (IJCNN), July 2021, Shenzhen, China
 

2020
Yiwen Liao, Ehsan Hashemi, Tong Wang, Bin Yang
IEEE Systems Journal, 2020, IEEE
 
Patrick Schlachter*, Yiwen Liao* and Bin Yang
SN Computer Science, 2020, Springer
* These authors contributed equally.
 

2019
Patrick Schlachter, Yiwen Liao and Bin Yang
IEEE European Signal Processing Conference (EUSIPCO), September 2019, A Coruña, Spain.
 
 
Patrick Schlachter, Yiwen Liao and Bin Yang 
One-Class Feature Learning Using Intra-Class Splitting
IEEE European Signal Processing Conference (EUSIPCO), September 2019, A Coruña, Spain.
 
 
Patrick Schlachter, Yiwen Liao and Bin Yang
IEEE Data Science Workshop (DSW), June 2019, Minneapolis, Minnesota, USA.
 

2017
Chunlai Wang, Bin Yang and Yiwen Liao
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), March 2017, New Orleans, LA, USA
  • Invited Reviewer for IEEE Transactions on Industrial Informatics
  • Invited Reviewer for IEEE Transactions on Neural Networks and Learning Systems
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