Publications

Peer-reviewed articles, conference papers, and preprints.

QAOA & VQA

  • 2026
    Applying Quantum Approximate Optimization Algorithm to the Oversubscribed Satellite Scheduling Problem
    Baioletti M., Fagiolo F., Oddi A., Rasconi R.
    Journal of Aerospace Information Systems DOI
  • 2025
    A Variational Quantum Algorithm for the Permutation Flow Shop Scheduling Problem
    Baioletti M., Fagiolo F., Oddi A., Rasconi R.
    Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO) DOI
  • 2025
    Ansatz Optimization Using Simulated Annealing in Variational Quantum Algorithms for the Traveling Salesman Problem
    Fagiolo F., Vescera N.
    IEEE International Conference on Quantum Artificial Intelligence (QAI) DOI
  • 2025
    Divide-et-impera Heuristic-based Randomized Search for the Qubit Routing Problem
    Baioletti M., Fagiolo F., Oddi A., Rasconi R.
    IEEE International Conference on Quantum Artificial Intelligence (QAI) DOI
  • 2024
    A Two-Phase Quantum Algorithm for the Partial Max-CSP
    Baioletti M., Fagiolo F., Oddi A., Rasconi R.
    IRIS - Università per Stranieri di Perugia DOI PDF

QML for HEP

  • 2026
    Lund Plane to Bloch (LP2B) Encoding for Object and Polarization Tagging with Quantum Jet Substructure
    Napolitano F., Della Penna L., Tedeschi T., Fanò L.
    arXiv:2604.18613 DOI

QUBO

  • 2025
    A QUBO Approach to Value-Sensitive Reasoning in Argumentation Frameworks
    Baioletti M., Santini F., Rossi F.
    AIQxQIA@ECAI 2025 PDF
  • 2024
    An encoding of argumentation problems using quadratic unconstrained binary optimization
    Baioletti M., Santini F.
    Quantum Machine Intelligence 6(2):51, Springer DOI
  • 2024
    Enumerating Extensions in Abstract Argumentation by Using QUBO
    Baioletti M., Rossi F., Santini F.
    AIQxQIA@AI*IA 2024 PDF
  • 2023
    On using QUBO to enforce extensions in abstract argumentation (Short Paper)
    Baioletti M., Santini F.
    AIQxQIA@AI*IA 2023 PDF
  • 2022
    Abstract Argumentation Goes Quantum: An Encoding to QUBO Problems
    Baioletti M., Santini F.
    PRICAI 2022, LNCS Springer DOI