antoniolonga.github.io - Antonio Longa

Example domain paragraphs

I’m a PhD student at the University of Trento working in the MobS Lab at the ICT center of the Fondazione Bruno Kessler in Trento (IT) under the supervision of Bruno Lepri, and in the Structured Machine Learning (SML) Group at the University of Trento under the supervision of Andrea Passerini. My research activity focuses on Complex Systems , Temporal Networks and explainable artificial intelligence. My current projects are related to Graph Neural Network Explainability . I am always enthusiastic to talk ab

SIAM CSE23 A Hands-on Introduction to Geometric Deep Learning, with Examples in PyTorch Geometric (Repository) February 26th 2022 - March 3th 2023 Amsterdam, The Netherlands GAIN Workshop: Hot Topics in Graph Neural Networks Explaining the explainers in GNNs: a comparative study (Slides) October 25th 2022 (Remote), Kassel, GE CCS 2022 An efficient procedure for mining egocentric temporal motifs (Slides) (Paper) October 17st 2022 Palma de Mallorca, FR ECML PKDD 2022 An efficient procedure for mining egocentr

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

Links to antoniolonga.github.io (3)