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

Conferences & Journals

2023

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

   Bib PDF

   @article{guerranti2023on,
     title = {On the Adversarial Robustness of Graph Contrastive Learning Methods},
     author = {Guerranti, Filippo and Yi, Zinuo and Starovoit, Anna and Mazen Kamel, Rafiq and Geisler, Simon and Günnemann, Stephan},
     journal = {NeurIPS 2023 Workshop: New Frontiers in Graph Learning},
     year = {2023},
     publisher = {NeurIPS},
   }

2. MDPI Appl. Sci.

   A Comparison of Machine Learning Approaches for Predicting Employee Attrition

   Filippo Guerranti, and Giovanna Maria Dimitri

   Applied Sciences, 2023

   Bib HTML

   @article{guerranti2023comparison,
     title = {A Comparison of Machine Learning Approaches for Predicting Employee Attrition},
     author = {Guerranti, Filippo and Dimitri, Giovanna Maria},
     journal = {Applied Sciences},
     volume = {13},
     number = {1},
     pages = {267},
     year = {2023},
     publisher = {MDPI},
   }

2021

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

   Bib HTML PDF

   @article{guerranti2021caregivermatcher,
     title = {CaregiverMatcher: Graph Neural Networks for Connecting Caregivers of Rare Disease Patients},
     author = {Guerranti, Filippo and Mannino, Mirco and Baccini, Federica and Bongini, Pietro and Pancino, Niccoló and Visibelli, Anna and Marziali, Sara},
     journal = {Procedia Computer Science},
     volume = {192},
     pages = {1696--1704},
     year = {2021},
     publisher = {Elsevier},
   }

Theses

2022

1. MSc Thesis

   Approximation of Logical Reasoning using Neural Networks

   Filippo Guerranti

   Università degli Studi di Siena, 2022

   Bib

   @thesis{guerranti2022approximation,
     title = {Approximation of Logical Reasoning using Neural Networks},
     author = {Guerranti, Filippo},
     year = {2022},
     school = {Università degli Studi di Siena},
   }

2019

1. BSc Thesis

   Software for the Automatic Generation of Exams Date Calendar

   Filippo Guerranti

   Università degli Studi di Siena, 2019

   Bib

   @thesis{guerranti2019software,
     title = {Software for the Automatic Generation of Exams Date Calendar},
     author = {Guerranti, Filippo},
     year = {2019},
     school = {Università degli Studi di Siena},
   }