I am Antonio Longa an Assistant Professor (RTD-A) at the University of Trento, actively engaged in research within the
Structured Machine Learning (SML)
Group led by Andrea Passerini.
I earned my Ph.D. with honors from the University of Trento and Fondazione Bruno Kessler,
under the mentorship of Bruno Lepri.
My academic journey has been marked by a deep-seated fascination with graphs.
My Ph.D. research revolved around the intricate domain of mining temporal networks,
where I explored the dynamic and evolving nature of complex systems.
I'm currently deeply engaged in my research, which spans the realms of Temporal Graph Neural Networks (TGNNs) and the Relational Deep Learning.
I am always enthusiastic to talk about science, feel free to contact me :)
Pytorch Geometric Tutorials
Collections of video tutorials and material for the implementation of GDL in PyG
Advanced Pytorch Geometric Tutorials
Collections of video tutorials and material for the implementation of advanced techniques in PyG
Egocentric Temporal Motifs Miner (ETMM)
Blog post presenting a novel mining technique based on the notion of Egocentric Temporal Motifs.
AI Trento Journal club
The AI Trento Journal Club is an open science initiative aiming to discuss and speculate about various topics of Machine Learning,
Artificial Intelligence, and Computer Science.
LOG meetup Trento
Trento meetup of the Learning on Graph Conference, an annual research conference that covers areas broadly related to machine learning on graphs and geometry.
Scientific Programming - Programming - 2024-2025
Master of Data Science - Trento University
Scientific Programming - Programming - 2023-2024
Master of Data Science - Trento University
Scientific Programming - Programming - 2022-2023
Master of Data Science - Trento University
Machine Learning - Module I - 2021 - 2022
Master of Science in Artificial Intelligence Systems - Trento University
Part 1 (Sklearn)
Machine Learning 2021 - 2022
Master of Science in Computer Science - Trento University
Part 1 (Sklearn) - Part 1 (Tensorflow)
Informatica 2020 - 2021
Scienze e Tecnologie Biomolecolari - Università degli Studi di Trento