Runyuan Guo

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Defect Classification

Domain Adaptation

Top Venues

IEEE Trans. Ind. Informatics

Publications

Runyuan Guo, Han Liu, Ding Liu
When Deep Learning-Based Soft Sensors Encounter Reliability Challenges: A Practical Knowledge-Guided Adversarial Attack and Its Defense. IEEE Trans. Ind. Informatics 20 (2) (2024)
He Zhang, Han Liu, Runyuan Guo, Lili Liang, Qing Liu, Wenlu Ma
ODNet: A High Real-Time Network Using Orthogonal Decomposition for Few-Shot Strip Steel Surface Defect Classification. Sensors 24 (14) (2024)
Runyuan Guo, Qingyuan Chen, Han Liu, Wenqing Wang
Adversarial Robustness Enhancement for Deep Learning-Based Soft Sensors: An Adversarial Training Strategy Using Historical Gradients and Domain Adaptation. Sensors 24 (12) (2024)
Runyuan Guo, Han Liu, Guo Xie, Youmin Zhang, Ding Liu
A Self-Interpretable Soft Sensor Based on Deep Learning and Multiple Attention Mechanism: From Data Selection to Sensor Modeling. IEEE Trans. Ind. Informatics 19 (5) (2023)