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Andrea Cavallo
Observed name:
Cavallo, Andrea
Institutions:
Universidad Rey Juan Carlos,
Delft University of Technology
Observed institutions:
Politecnico di Torino,
Universidad Rey Juan Carlos,
Huawei German Research Center,
Delft University of Technology
ORCID:
0009-0006-1226-3926
Observed ORCID:
0009-0006-1226-3926
OpenAlex ID:
A5101507980
GCNH: A Simple Method For Representation Learning On Heterophilous Graphs
2023
·
Andrea Cavallo
, Claas Grohnfeldt
, et al.
·
International Joint Conference on Neural Networks (IJCNN)
·
20
PDF
Exploring Temporal GNN Embeddings for Darknet Traffic Analysis
2023
·
Luca Gioacchini
, Andrea Cavallo
, et al.
·
9
PDF
2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance
2022
·
Cavallo, Andrea
, Grohnfeldt, Claas
, et al.
·
arXiv (Cornell University)
·
4
PDF
Higher-Order Topological Directionality and Directed Simplicial Neural Networks
2025
·
Manuel Lecha
, Andrea Cavallo
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
3
PDF
Detecting Edge and Node Anomalies with Temporal GNNs
2024
·
Andrea Cavallo
, Luca Gioacchini
, et al.
·
2
ICML Topological Deep Learning Challenge 2024: Beyond the Graph Domain
2024
·
Bernárdez, Guillermo
, Telyatnikov, Lev
, et al.
·
arXiv (Cornell University)
·
2
PDF
Graph-Aware Diffusion for Signal Generation
2026
·
Sergio Rozada
, Vimal K B
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
·
1
PDF
Joint Precision Neural Networks: Task-Aware Dependency and Predictive Learning
2026
·
Cavallo, Andrea
, Rey, Samuel
, et al.
·
arXiv (Cornell University)
PDF
Spatiotemporal Kronecker Covariance Neural Networks
2026
·
Cavallo, Andrea
, Georgoutsos, Athanasios
, et al.
·
arXiv (Cornell University)
PDF
Precision Neural Networks: Joint Graph and Relational Learning
2026
·
Andrea Cavallo
, Samuel Rey
, et al.
·
IEEE International Conference on Acoustics Speech and Signal Processing
PDF
Scalable Higher-Order Topology Identification from Nodal Observations
2025
·
Ruben Wijnands
, Andrea Cavallo
, et al.
·
IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing
Directed Semi-Simplicial Learning with Applications to Brain Activity Decoding
2025
·
Lecha, Manuel
, Cavallo, Andrea
, et al.
·
arXiv (Cornell University)
PDF
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Works count:
12
Citation count:
41
H-index:
3
I10-index:
1
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