This image shows Lavinia Stiliadou

Lavinia Stiliadou

M. Sc.

Research Associate
Institute of Architecture of Application Systems

Contact

+49 711 685 88488

Universitätsstraße 38
70569 Stuttgart
Deutschland
Room: 2.228

  • Bartenbach, Arne; Bonet, Gabriel; Hengst, Nora; Kuhn, Maximilian; Januschke, Lukas; Lokman, Fadil; Walcher, Christoph: "Integrated Quantum Ecosystem", Master's Research Project, 2023.

  • Ülger, Victor: "Analyzing the Effect of Entanglement of Training Samples on the Loss Landscape of Quantum Neural Networks", Master's Thesis, 2024.
  • Altobgy, Salaheldeen Kareem: "Workflow Modeler Integration in QHAna", Bachelor's Thesis, 2024.
  • Ceri, Serhat; Klenk, Jonathan; Mürwald, Alina; Volpe, Anna: "Evaluating the Performance of Optimizers on the Loss Landscape of Quantum Neural Networks", Bachelor's Research Project, 2024.
  • Aboulgadayel, Omar; Moninger, Lukas; Weiß, Alexander: "Developing a Quantum Machine Learning Toolbox", Bachelor's Research Project, 2024.

Currently supervising:

  • Hornberger, Simeon; Sang, Florian; Warkentin, Max: "Verbesserung der Usability von QHAna Plugins", Research Project, 2025.
  • Datta, Shishir, Ramesch, Rahul: "Pattern-based Implementation of Quantum Algorithms", Research Project, 2025. 
  • Mürwald, Alina: "Integrating Curvature into the Cost Landscape of Variational Quantum Algorithms", Bachelor's Thesis, 2025. 
  • Gabriel, Arne; Heugel, Johannes; Kurz, Lukas; Lazarus, Len; Radek, Louis: "Development of a Backend for the Low-Code Platform", Research Project, 2025.
  • Gillich, Lukas: "Pluggable Warm-Starts for Quantum Computation", Master's Thesis, 2025.

Projects

 
PlanQK

Platform and Ecosystem for Quantum Applications.

 

Software Projects

QuAntiL

QuAntiL covers several aspects of the quantum application lifecycle and provides tooling support for the implementation, deployment, execution, and monitoring of quantum applications.

Publications

Conference Papers

  1. Beisel, Martin; Barzen, Johanna; Leymann, Frank; Stiliadou, Lavinia; Vietz, Daniel; Weder, Benjamin: Pattern-based Generation and Adaptation of Quantum Workflows. In: Proceedings of the 47th International Conference on Software Engineering (ICSE 2025), IEEE, 2025.
    BibTeX 
    @inproceedings{Beiselino2025_PatternBasedQuantumWorkflows,
    Title = {{Pattern-based Generation and Adaptation of Quantum Workflows}},
    Author = {Beisel, Martin and Barzen, Johanna and Leymann, Frank and Stiliadou, Lavinia and Vietz, Daniel and Weder, Benjamin},
    Year = 2025,
    Month = may,
    Booktitle = {Proceedings of the 47\textsuperscript{th} International Conference on Software Engineering (ICSE 2025)},
    Publisher = {IEEE},
    Pages = {733--745},
    Doi = {10.1109/ICSE55347.2025.00196},
    url = {https://www.computer.org/csdl/proceedings-article/icse/2025/056900a733/251mHfdaw0w},
    projects = {EniQmA,SeQuenC}
}
  2. Stiliadou, Lavinia; Barzen, Johanna; Beisel, Martin; Leymann, Frank; Weder, Benjamin: Patterns for Quantum Machine Learning. In: Proceedings of the 17th International Conference on Pervasive Patterns and Applications (PATTERNS 2025), Xpert Publishing Services (XPS), 2025.
    BibTeX 
    @inproceedings{Stiliadou2025_QMLPatterns,
    Title = {{Patterns for Quantum Machine Learning}},
    Author = {Stiliadou, Lavinia and Barzen, Johanna and Beisel, Martin and Leymann, Frank and Weder, Benjamin},
    Year = 2025,
    Month = apr,
    Booktitle = {Proceedings of the 17\textsuperscript{th} International Conference on Pervasive Patterns and Applications (PATTERNS 2025)},
    Publisher = {Xpert Publishing Services (XPS)},
    Pages = {7--14},
    isbn = {78-1-68558-263-0},
    url = {https://www.thinkmind.org/index.php?view=article&articleid=patterns_2025_1_20_70007},
    projects = {EniQmA,SeQuenC}
}
  3. Stiliadou, Lavinia; Barzen, Johanna; Leymann, Frank; Mandl, Alexander; Weder, Benjamin: Exploring the Cost Landscape of Variational Quantum Algorithms. In: Proceedings of the 18th Symposium and Summer School on Service-Oriented Computing (SummerSOC 2024), Springer, 2024.
    BibTeX 
    @inproceedings{Schlaviniadou2024_CostLandscapes,
    Title = {{Exploring the Cost Landscape of Variational Quantum Algorithms}},
    Author = {Stiliadou, Lavinia and Barzen, Johanna and Leymann, Frank and Mandl, Alexander and Weder, Benjamin},
    Year = 2024,
    Month = oct,
    Booktitle = {Proceedings of the 18\textsuperscript{th} Symposium and Summer School on Service-Oriented Computing (SummerSOC 2024)},
    Publisher = {Springer},
    Pages = {128--142},
    Doi = {10.1007/978-3-031-72578-4_7},
    url = {https://link.springer.com/chapter/10.1007/978-3-031-72578-4_7},
    projects = {PlanQK,EniQmA,SeQuenC}
}
  4. Beisel, Martin; Barzen, Johanna; Leymann, Frank; Stiliadou, Lavinia; Weder, Benjamin: Observability for Quantum Workflows in Heterogeneous Multi-cloud Environments. In: Advanced Information Systems Engineering – CAiSE 2024, Springer, 2024.
    BibTeX 
    @inproceedings{Beisel2024_ObservabilityForQuantumWorkflows,
    Title = {{Observability for Quantum Workflows in Heterogeneous Multi-cloud Environments}},
    Author = {Beisel, Martin and Barzen, Johanna and Leymann, Frank and Stiliadou, Lavinia and Weder, Benjamin},
    Year = 2024,
    Month = jun,
    Booktitle = {Advanced Information Systems Engineering -- CAiSE 2024},
    Publisher = {Springer},
    Pages = {612--627},
    Doi = {10.1007/978-3-031-61057-8_36},
    url = {https://link.springer.com/chapter/10.1007/978-3-031-61057-8_36},
    projects = {EniQmA,SeQuenC}
}

Demonstrators

  1. Beisel, Martin; Alvarado-Valiente, Jaime; Barzen, Johanna; Leymann, Frank; Romero-Álvarez, Javier; Stiliadou, Lavinia; Weder, Benjamin: Utilizing a Standards-Based Toolchain to Model and Execute Quantum Workflows. In: Web Engineering – ICWE 2024, Springer, 2024.
    BibTeX 
    @inproceedings{Beisel2024_UtilizingStandardsBasedToolchain,
    Title = {{Utilizing a Standards-Based Toolchain to Model and Execute Quantum Workflows}},
    Author = {Beisel, Martin and Alvarado-Valiente, Jaime and Barzen, Johanna and Leymann, Frank and Romero-{\'A}lvarez, Javier and Stiliadou, Lavinia and Weder, Benjamin},
    Year = 2024,
    Month = jun,
    Booktitle = {Web Engineering -- ICWE 2024},
    Publisher = {Springer},
    Pages = {401--405},
    Doi = {10.1007/978-3-031-62362-2_33},
    url = {https://link.springer.com/chapter/10.1007/978-3-031-62362-2_33},
    type = {Demonstration},
    projects = {EniQmA,SeQuenC}
}
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