You can also find my articles on my Google Scholar profile.
Published in TPAMI, 2021
TPAMI - Deep LP-GNNs
Recommended citation: Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini (2021). "Deep Constraint-based Propagation in Graph Neural Networks " TPAMI https://doi.org/10.1109/TPAMI.2021.3073504
Published in NeurIPS2020, 2020
NeurIPS2020 - Focus
Recommended citation: Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini, Marco Gori (2020). "Focus of Attention Improves Information Transfer in Visual Features " NeurIPS2020 https://papers.nips.cc/paper/2020/hash/fc2dc7d20994a777cfd5e6de734fe254-Abstract.html
Published in ICML20 - GRL+ Workshop paper, 2020
ICML20 - GRL+ Workshop paper - DeepLPGNN
Recommended citation: Matteo Tiezzi, Giuseppe Marra, Stefano Melacci and Marco Maggini (2020). "Deep Lagrangian Propagation in Graph Neural Networks " ICML20 - GRL+ Workshop https://grlplus.github.io/papers/51.pdf
Published in ECAI2020, 2020
ECAI2020 - LPGNN
Recommended citation: Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini and Marco Gori (2020). "A Lagrangian Approach to Information Propagation in Graph Neural Networks; ECAI2020 - http://ebooks.iospress.nl/publication/55057
Published in IJCNN2020 - Accepted for publishing, 2020
IJCNN2020 - Local Propagation
Recommended citation: Giuseppe Marra, Matteo Tiezzi, Stefano Melacci, Alessandro Betti, Marco Maggini and Marco Gori (2020). "Local Propagation in Constraint-based Neural Network " IJCNN2020 https://ieeexplore.ieee.org/document/9207043
Published in AAAI20 - DLGMA Workshop paper, 2020
AAAI20 - DLGMA Workshop paper - LPGNN
Recommended citation: Matteo Tiezzi, Giuseppe Marra, Stefano Melacci, Marco Maggini and Marco Gori (2020). "Lagrangian Propagation Graph Neural Networks " AAAI20 - DLGMA Workshop https://deep-learning-graphs.bitbucket.io/dlg-aaai20/
Published in 27th International Conference on Artificial Neural Networks, Rhodes, Greece, 2018
27th International Conference on Artificial Neural Networks, ICANN18 - Video Surveillance of Highway Traffic Events by Deep Learning Architectures
Recommended citation: Tiezzi, M., Melacci, S., Maggini, M., & Frosini, A. (2018, October). "Video Surveillance of Highway Traffic Events by Deep Learning Architectures. " International Conference on Artificial Neural Networks (pp. 584-593). Springer, Cham. 27th International Conference on Artificial Neural Networks, ICANN18 https://link.springer.com/chapter/10.1007%2F978-3-030-01424-7_57
Published in 8th IAPR TC3 Workshop, ANNPR 2018, 2018
8th IAPR TC3 Workshop, ANNPR 2018 - Inductive–Transductive Learning GNNs
Recommended citation: Rossi, A., Tiezzi, M., Dimitri, G. M., Bianchini, M., Maggini, M., & Scarselli, F. (2018, September). "Inductive–transductive learning with graph neural networks. " IAPR Workshop on Artificial Neural Networks in Pattern Recognition (pp. 201-212). Springer, Cham. 8th IAPR TC3 Workshop, ANNPR 2018 https://link.springer.com/chapter/10.1007%2F978-3-319-99978-4_16