Daniel Varro
Professor, Enhetschef
Publikationer
2026
JunoBench: A Benchmark Dataset of Crashes in Python Machine Learning Jupyter Notebooks
AIware '26: Proceedings of the 3rd ACM International Conference on AI-Powered Software, s. 406-413
(Konferensbidrag)
https://dx.doi.org/10.1145/3805760.3814934
Data-aware Static Analysis: Improving Semantic Fault Detection in Machine Learning Code Using Data Characteristics
Proceedings of the IEEE/ACM 48th International Conference on Software Engineering, s. 31-35
(Konferensbidrag)
https://dx.doi.org/10.1145/3786582.3786805
Automated and logically exhaustive generation of traffic scenarios at road junctions using a multi-level danger definition
Software and Systems Modeling
(Artikel i tidskrift)
https://dx.doi.org/10.1007/s10270-026-01372-y
2025
SHERPA: A Model-Driven Framework for Large Language Model Execution
2025 ACM/IEEE 28TH INTERNATIONAL CONFERENCE ON MODEL DRIVEN ENGINEERING LANGUAGES AND SYSTEMS, MODELS, s. 197-208
(Konferensbidrag)
https://dx.doi.org/10.1109/MODELS67397.2025.00024
Certifying robustness of graph convolutional networks for node perturbation with polyhedra abstract interpretation
Data mining and knowledge discovery, Vol. 40, Artikel 11
(Artikel i tidskrift)
https://dx.doi.org/10.1007/s10618-025-01180-w