Runyuan Guo
Scholar

Runyuan Guo

Google Scholar ID: 5WnGnuQAAAAJ
Xi’an University of Technology
soft sensoradversarial machine learninginterpretable deep learningweld defect detection
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Citations & Impact
All-time
Citations
522
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
0
 
Contact
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Publications
2 items
A Text-Based Knowledge-Embedded Soft Sensing Modeling Approach for General Industrial Process Tasks Based on Large Language Model
2025
Cited
0
A Soft Sensor Method with Uncertainty-Awareness and Self-Explanation Based on Large Language Models Enhanced by Domain Knowledge Retrieval
2025
Cited
0
Resume (English only)
Academic Achievements
  • Published 29 papers with 481 citations and 2,870 reads
  • Editorial Board Member of Chinese Journal of Scientific Instrument (English Edition) and Journal of Measurement Science and Instrumentation
  • Representative publications include: 'Weld Defect Detection From Imbalanced Radiographic Images Based on Contrast Enhancement Conditional Generative Adversarial Network and Transfer Learning' (2021)
  • 'A Hybrid Mechanism- And Data-Driven Soft Sensor Based on the Generative Adversarial Network and Gated Recurrent Unit' (2021)
  • 'A Self-Interpretable Soft Sensor Based On Deep Learning and Multiple Attention Mechanism: From Data Selection to Sensor Modeling' (2023)
  • 'When Deep Learning-Based Soft Sensors Encounter Reliability Challenges: A Practical Knowledge-Guided Adversarial Attack and Its Defense' (2024)
Co-authors
0 total
Co-authors: 0 (list not available)