Nicolò Navarin

Associate Professor, Department of Mathematics, Universita' degli studi di Padova

Joined

July 2019

Names

Nicolò Navarin

Emails

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

Personal Links

Google Scholar

DBLP

Career & Education History

Associate Professor

Department of Mathematics, Universita' degli studi di Padova (unipd.it)

2022 – Present

Advisors, Relations & Conflicts

Postdoc Advisor

Thomas Gaertner

2018 – 2018

PhD Advisor

Alessandro Sperduti

2011 – 2014

Expertise

graph neural networks

Present

graph kernels

Present

Publications

The Unreasonable Effectiveness of Randomized Representations in Online Continual Graph Learning
Giovanni Donghi, Daniele Zambon, Luca Pasa, Cesare Alippi, Nicolò Navarin
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
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
Online Continual Graph Learning
Giovanni Donghi, Luca Pasa, Daniele Zambon, Cesare Alippi, Nicolò Navarin
- Submitted to ICLR 2025
- 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
An explainable decision support system for predictive process analytics
Riccardo Galanti, Massimiliano de Leoni, Merylin Monaro, Nicolò Navarin, Alan Marazzi, Brigida Di Stasi, Stéphanie Maldera
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- Eng. Appl. Artif. Intell. 2023
- Readers: Everyone
Object-centric process predictive analytics
Riccardo Galanti, Massimiliano de Leoni, Nicolò Navarin, Alan Marazzi
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- Expert Syst. Appl. 2023
- 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
Understanding Catastrophic Forgetting of Gated Linear Networks in Continual Learning
Matteo Munari, Luca Pasa, Daniele Zambon, Cesare Alippi, Nicolò Navarin
- 2022 (modified: 22 Apr 2023)
- IJCNN 2022
- Readers: Everyone
Towards learning trustworthily, automatically, and with guarantees on graphs: An overview
Luca Oneto, Nicolò Navarin, Battista Biggio, Federico Errica, Alessio Micheli, Franco Scarselli, Monica Bianchini, Luca Demetrio, Pietro Bongini, Armando Tacchella, Alessandro Sperduti
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Neurocomputing 2022
- Readers: Everyone

View all 84 publications

Co-Authors

View all 69 co-authors