Antonio Longa

1. Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities
   2023/02/02 by Antonio Longa, Longa, Antonio, Veronica Lachi +13 · 7 citations
   Computer Science · Environmental Science · #Advanced Graph Neural Networks #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Health, Environment, Cognitive Aging #Machine Learning (cs.LG)
2. Reconsidering Faithfulness in Regular, Self-Explainable and Domain Invariant GNNs
   2024/06/21 by Steve Azzolin, Azzolin, Steve, Antonio Longa +5 · 3 citations
   Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
3. An Efficient Procedure for Mining Egocentric Temporal Motifs
   2021/10/04 by Antonio Longa, Giulia Cencetti, Longa, Antonio +5 · 1 citation
   Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #Data Visualization and Analytics #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
4. Generating fine-grained surrogate temporal networks
   2022/05/18 by Antonio Longa, Longa, Antonio, Giulia Cencetti +7 · 1 citation
   Physics and Astronomy · Computer Science · Psychology · #Complex Network Analysis Techniques #Data Visualization and Analytics #Mental Health Research Topics
5. Patterns in temporal networks with higher-order egocentric structures
   2024/02/06 by Beatriz Arregui-García, Arregui-García, Beatriz, Antonio Longa +7 · 1 citation
   Mathematics · Physics and Astronomy · #Complex Network Analysis Techniques #Data Analysis #FOS: Physical sciences #Opinion Dynamics and Social Influence #Physics and Society (physics.soc-ph) #Statistics and Probability (physics.data-an) #advanced mathematical theories
6. A Self-Explainable Heterogeneous GNN for Relational Deep Learning
   2024/11/30 by Francesco Ferrini, Ferrini, Francesco, Antonio Longa +5 · 1 citation
   Computer Science · Engineering · #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Medical Imaging and Analysis
7. Bridging Theory and Practice in Link Representation with Graph Neural Networks
   2025/06/30 by Veronica Lachi, Francesco Ferrini, Lachi, Veronica +9 · 1 citation
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)