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Antonio Longa
Antonio Longa
Assistant professor (RTD-A), University of Trento
Верификована је имејл адреса на unitn.it - Почетна страница
Наслов
Навело
Навело
Година
Digital proximity tracing on empirical contact networks for pandemic control
G Cencetti, G Santin, A Longa, E Pigani, A Barrat, C Cattuto, S Lehmann, ...
Nature communications 12 (1), 1655, 2021
149*2021
Graph Neural Networks for temporal graphs: State of the art, open challenges, and opportunities
A Longa, V Lachi, G Santin, M Bianchini, B Lepri, P Lio, F Scarselli, ...
Transactions on Machine Learning Research (TMLR), 2023
852023
Global explainability of gnns via logic combination of learned concepts
S Azzolin, A Longa, P Barbiero, P Liò, A Passerini
International Conference on Learning Representations ICLR23, 2022
622022
Explaining the explainers in graph neural networks: a comparative study
A Longa, S Azzolin, G Santin, G Cencetti, P Liò, B Lepri, A Passerini
ACM Computing Surveys 57 (5), 1-37, 2025
352025
Generating mobility networks with generative adversarial networks
G Mauro, M Luca, A Longa, B Lepri, L Pappalardo
EPJ data science 11 (1), 58, 2022
292022
An efficient procedure for mining egocentric temporal motifs
A Longa, G Cencetti, B Lepri, A Passerini
Data Mining and Knowledge Discovery 36 (1), 355-378, 2022
282022
Generating fine-grained surrogate temporal networks
A Longa, G Cencetti, S Lehmann, A Passerini, B Lepri
Communications Physics 7 (1), 22, 2024
24*2024
Tep-gnn: Accurate execution time prediction of functional tests using graph neural networks
HP Samoaa, A Longa, M Mohamad, MH Chehreghani, P Leitner
International Conference on Product-Focused Software Process Improvement …, 2022
162022
Emotion analysis using multilayered networks for graphical representation of tweets
A Nguyen, A Longa, M Luca, J Kaul, G Lopez
IEEE Access 10, 99467-99478, 2022
152022
A unified active learning framework for annotating graph data for regression task
P Samoaa, L Aronsson, A Longa, P Leitner, MH Chehreghani
Engineering Applications of Artificial Intelligence 138, 109383, 2024
14*2024
Patterns in temporal networks with higher-order egocentric structures
B Arregui-García, A Longa, QF Lotito, S Meloni, G Cencetti
Entropy 26 (3), 256, 2024
92024
Meta-Path Learning for Multi-relational Graph Neural Networks
F Ferrini, A Longa, A Passerini, M Jaeger
The Second Learning on Graphs Conference, 2023
72023
Global Explainability of GNNs via Logic Combination of Learned Concepts (2022)
S Azzolin, A Longa, P Barbiero, P Lio, A Passerini
URL https://arxiv. org/abs/2210 7147, 0
5
A simple and expressive graph neural network based method for structural link representation
V Lachi, F Ferrini, A Longa, B Lepri, A Passerini
ICML 2024 Workshop on Geometry-grounded Representation Learning and …, 2024
32024
Perks and pitfalls of faithfulness in regular, self-explainable and domain invariant GNNs
S Azzolin, A Longa, S Teso, A Passerini
arXiv preprint arXiv:2406.15156, 2024
22024
A simple latent variable model for graph learning and inference
M Jaeger, A Longa, S Azzolin, O Schulte, A Passerini
Learning on Graphs Conference, 26: 1-26: 18, 2024
22024
A Self-Explainable Heterogeneous GNN for Relational Deep Learning
F Ferrini, A Longa, A Passerini, M Jaeger
arXiv preprint arXiv:2412.00521, 2024
12024
Analysing the Behaviour of Tree-Based Neural Networks in Regression Tasks
P Samoaa, M Farahani, A Longa, P Leitner, MH Chehreghani
arXiv preprint arXiv:2406.11437, 2024
12024
Sheaf Diffusion Goes Nonlinear: Enhancing GNNs with Adaptive Sheaf Laplacians
O Zaghen, A Longa, S Azzolin, L Telyatnikov, A Passerini, P Lio
ICML 2024 Workshop on Geometry-grounded Representation Learning and …, 2024
12024
Simple Path Structural Encoding for Graph Transformers
L Airale, A Longa, M Rigon, A Passerini, R Passerone
arXiv preprint arXiv:2502.09365, 2025
2025
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