Qinghua Xu
Project Assistant
- Department
- Engineering Complex Software Systems
- Organisation
- Simula Research Laboratory
- qinghua@simula.no
Publications
2023
Q. Xu, S. Ali and T. Yue
Knowledge Distillation-Empowered Digital Twin for Anomaly Detection
The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)
Journal Articles
Q. Xu, S. Ali and T. Yue
Digital Twin-based Anomaly Detection with Curriculum Learning in Cyber-physical Systems
ACM Transactions on Software Engineering and Methodology
Q. Xu, T. Yue, S. Ali and M. Arratibel
Pretrain, Prompt, and Transfer: Evolving Digital Twins for Time-to-Event Analysis in Cyber-physical Systems
Transaction of Software Engineering
Proceedings, refereed
C. Lu, Q. Xu, T. Yue, S. Ali, T. Schwitalla and J. Nygård
EvoCLINICAL: Evolving Cyber-Cyber Digital Twin with Active Transfer Learning for Automated Cancer Registry System
the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE '23)
PhD Thesis
Q. Xu
Traversing the Data Spectrum: Path to Dependable Cyber-Physical Systems through Digital Twins
University of Oslo
2022
Talks, contributed
Q. Xu
Enhancing the Dependability of Cyber-physical Systems with AI-enabled Digital Twin
NORA Annual Conference 2022
Q. Xu
Uncertainty-aware transfer learning to evolve digital twins for industrial elevators
The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)
Q. Xu
Enhancing the Dependability of Cyber-physical Systems with AI-enabled Digital Twin
Simula Research Laboratory, Norway
Proceedings, refereed
Q. Xu, S. Ali, T. Yue and M. Arratibel
Uncertainty-Aware Transfer Learning to Evolve Digital Twins for Industrial Elevators
The ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE)
Technical reports
Q. Xu, S. Ali and T. Yue
Digital Twin-based Anomaly Detection with Curriculum Learning in Cyber-physical Systems
2021
Talks, contributed
Q. Xu, S. Ali and T. Yue
Anomaly Detection with Digital Twin in Cyber-Physical Systems
IEEE International Conference on Software Testing, Verification and Validation (ICST)
Q. Xu
Anomaly Detection with Digital Twin in Cyber-Physical Systems
IEEE International Conference on Software Testing, Verification and Validation (ICST)
Proceedings, refereed
Q. Xu, S. Ali and T. Yue
Anomaly Detection with Digital Twin in Cyber-Physical Systems
2021 14th IEEE Conference on Software Testing, Verification and Validation (ICST)