Publications in reversed chronological order * denotes equal contribution

An up-to-date list is available on Google Scholar.

Conferences & Journals


  1. GLFrontiers
    On the Adversarial Robustness of Graph Contrastive Learning Methods
    Filippo Guerranti, Zinuo Yi, Anna Starovoit, and 3 more authors
    NeurIPS 2023 Workshop: New Frontiers in Graph Learning, 2023
  2. MDPI Appl. Sci.
    A Comparison of Machine Learning Approaches for Predicting Employee Attrition
    Filippo Guerranti, and Giovanna Maria Dimitri
    Applied Sciences, 2023


  1. Procedia CS
    CaregiverMatcher: Graph Neural Networks for Connecting Caregivers of Rare Disease Patients
    Filippo Guerranti, Mirco Mannino, Federica Baccini, and 4 more authors
    Procedia Computer Science, 2021



  1. MSc Thesis
    Approximation of Logical Reasoning using Neural Networks
    Filippo Guerranti
    Università degli Studi di Siena, 2022


  1. BSc Thesis
    Software for the Automatic Generation of Exams Date Calendar
    Filippo Guerranti
    Università degli Studi di Siena, 2019