Antonio Longa

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 vital domain of GNN explainability. My work involves unraveling the dynamics of temporal networks while also enhancing the interpretability of GNNs. These parallel endeavors allow me to explore the temporal dimension in machine learning while ensuring that the inner workings of GNNs are transparent and understandable.

I am always enthusiastic to talk about science, feel free to contact me :)