Letten Pris, Norwegian Academy of Science, Oslo 2025 - "A primer on Spatiotemporal Graph Neural Networks". [Link]
LOGML, Imperial College, London 2025, Keynote speaker - "Hierarchical pooling in Graph Neural Networks (+ torch geometric pool)". [Link]
LoG Conference, Italian meetup 2024, Keynote speaker - "Tutorial: Hierarchical pooling in Graph Neural Networks". [Link]
University of Trento, Trento 2024 - "Seminar: Research activities in graph machine learning and spatio-temporal models". [Link]
Politecnico di Milano, DEIB, Milan 2024 - "Seminar: Research activities in graph machine learning and spatio-temporal models". [Link]
National University of Singapore, Singapore 2024 - "Seminar: Research and trends in graph machine learning and spatio-temporal modeling".
Winter School NLDL 2024, Tromsø 2024, Keynote speaker - "Tutorial: Coding a Diffusion model from scratch". [Link]
LoG Meetup, Tromsø 2023, Keynote Speaker - "Tutorial: Explainability in Graph Neural Networks". [Link]
Northern Lights Deep Learning Conference, Tromsø 2022, Keynote Speaker - "Tutorial: Introduction to Graph Machine Learning". [Link]
University of Pisa, Pisa 2018 - "Seminar: Recent advances and future directions in Graph Neural Networks". [PDF]
Northern Lights Deep Learning Conference, Tromsø 2018 - "Seminar: Learning compressed representations for multivariate time series with missing data". [PDF]
Università della Svizzera Italiana, Advanced Learning and Research Institute, Lugano, 2016 - "Seminar: Machine Learning at UiT".
Politecnico di Milano, Dipartimento di Elettronica, Informazione e Bioingegneria, Milan 2016 - "Seminar: Echo State Network and graph matching".
University of Tromsø, Department of Physics and Technology, Tromsø 2016 - "Seminar: Labelled Graphs and Clustering on Unstructured Data". [PPT]
Telecom Italia, Open Data Institute of Trento, Trento 2015 - "Seminar: Clustering methods for data analysis on Call Data Records".
University of Pisa, Pisa 2015 - "Seminar: Knowledge discovery through clustering approaches".
Conferences
Program Chair for the Scandinavian Conference on Image Analysis (SCIA) 2017.
Special Sessions
"Neural Networks for Graphs and Beyond", ICANN 2025. [CfP]
"Deep Learning for Graphs", WCCI 2024. [CfP]
"Deep Learning for graphs", ESANN 2021 [CfP]
"Learning Representations for Structured Data", IJCNN 2020 [CfP]
Meetups