Alessandro Sperduti

Full Professor, Universita' degli studi di Padova

Joined

August 2018

Names

Alessandro Sperduti (Preferred)

Emails

****@gmail.com (Confirmed)

****@unipd.it (Confirmed)

****@math.unipd.it (Confirmed)

****@fbk.eu (Confirmed)

Personal Links

Career & Education History

Full Professor

Universita' degli studi di Padova (unipd.it)

2002 – Present

Advisors, Relations & Conflicts

Coworker

Nicolo' Navarin

2010 – Present

Expertise

process mining

2009 – Present

neural networks

RNNs

deep learning

1990 – Present

Publications

Discovering Generalizable Governing Equations for Graph Dynamical Systems with Interpretable Neural Networks
Riccardo Cappi, Paolo Frazzetto, Nicolò Navarin, Alessandro Sperduti
- Submitted to ICLR 2026
- Readers: Everyone
Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks
Maximilian Muschalik, Fabian Fumagalli, Paolo Frazzetto, Janine Strotherm, Luca Hermes, Alessandro Sperduti, Eyke Hüllermeier, Barbara Hammer
- ICLR 2025 Poster
- Readers: Everyone
Uncovering the Spectrum of Graph Generative Models: From One-Shot to Sequential
Samuel Cognolato, Alessandro Sperduti, Luciano Serafini
- Submitted to ICLR 2024
- Readers: Everyone
Topology Preserving Maps as Aggregations for Graph Convolutional Neural Networks
Paolo Frazzetto, Luca Pasa, Nicolò Navarin, Alessandro Sperduti
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Generative Topographic Mapping Based Aggregation Function for GCNN
Paolo Frazzetto, Luca Pasa, Nicolò Navarin, Alessandro Sperduti
- 23 Jun 2022 (modified: 05 May 2023)
- ECMLPKDD 2022 Workshop MLG Submission
- Readers: Everyone
On Backpropagation-Free Graph Convolutions
Luca Pasa, Nicolò Navarin, Wolfgang Erb, Alessandro Sperduti
- 23 Jun 2022 (modified: 05 May 2023)
- ECMLPKDD 2022 Workshop MLG Submission
- Readers: Everyone
Polynomial Graph Convolutional Networks
Luca Pasa, Nicolò Navarin, Alessandro Sperduti
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Jointly Linking Visual and Textual Entity Mentions with Background Knowledge
Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan, Alessandro Sperduti
- 2020 (modified: 14 Jul 2025)
- NLDB 2020
- Readers: Everyone
VTKEL: a resource for visual-textual-knowledge entity linking
Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan, Alessandro Sperduti
- 2020 (modified: 14 Jul 2025)
- SAC 2020
- Readers: Everyone
On Visual-Textual-Knowledge Entity Linking
Shahi Dost, Luciano Serafini, Marco Rospocher, Lamberto Ballan, Alessandro Sperduti
- 2020 (modified: 14 Jul 2025)
- ICSC 2020
- Readers: Everyone

View all 215 publications

Co-Authors

View all 187 co-authors