Luca Pasa

Assistant Professor, Universita' degli studi di Padova

Joined

July 2019

Names

Luca Pasa

Emails

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

****@unipd.it (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Assistant Professor

Universita' degli studi di Padova (unipd.it)

2022 – Present

Advisors, Relations & Conflicts

Coauthor

Nicolò Navarin

2019 – Present

Postdoc Advisor

Alessandro Sperduti

2019 – Present

Postdoc Advisor

Leonardo Badino

2017 – 2019

Coauthor

Peter tino

2016 – 2017

PhD Advisor

Alessandro Sperduti

2014 – 2017

Expertise

Deep Learning

2014 – 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- ICLR 2026 Conference Withdrawn Submission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
A Temporal Graph Learning Framework for Lead-Lag Detection in Financial Markets
Ivan Krstev, Davide Rigoni, Igor Mishkovski, Luca Pasa
- ICLR 2026 Conference Withdrawn Submission
- 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
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
Polynomial-based graph convolutional neural networks for graph classification
Luca Pasa, Nicolò Navarin, Alessandro Sperduti
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Mach. Learn. 2022
- Readers: Everyone
Multiresolution Reservoir Graph Neural Network
Luca Pasa, Nicolò Navarin, Alessandro Sperduti
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- IEEE Trans. Neural Networks Learn. Syst. 2022
- Readers: Everyone
SOM-based aggregation for graph convolutional neural networks
Luca Pasa, Nicolò Navarin, Alessandro Sperduti
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Neural Comput. Appl. 2022
- Readers: Everyone

View all 29 publications

Luca Pasa

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors