Filippo Guerranti

Technical University of Munich
Department of Informatics - I26
Boltzmannstr. 3
85748 Garching b. München
Germany

Room: 00.11.064
Tel: +49 (0) 89 289 17080
E-Mail: f.guerranti [at] tum.de | f.guerranti [at] cit.tum.de

Web: guerrantif.github.io
GitHub: guerrantif
Twitter: guerrantif

Research interests

• Machine learning on graphs
• Relational learning

Research background

• 2022: Master's thesis: Approximating Logical Reasoning using Neural Networks

Publications

• On the Adversarial Robustness of Graph Contrastive Learning Methods
  Filippo Guerranti, Zinuo Yi, Anna Starovoit, Rafiq Kamel, Simon Geisler, Stephan Günnemann
  New Frontiers in Graph Learning Workshop (GLFrontiers) at NeurIPS 2023

You can find a complete list on my Google Scholar profile.

Background

• 2022 - Present: Ph.D. Student in Computer Science, Technical University of Munich (Germany)
• 2019 - 2022: M.Sc. in Computer and Automation Engineering, University of Siena (Italy), awarded with high distinction
• 2015 - 2019: B.Sc. in Computer and Information Engineering, University of Siena (Italy)

Academic Honors and Awards

• 2022: Best Student Award, Master's degree in Computer and Automation Engineering, University of Siena (Italy)