Giorgia Minello

According to our database, Giorgia Minello authored at least 21 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

GNN-LoFI: A novel graph neural network through localized feature-based histogram intersection.

Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello

Pattern Recognit., April, 2024

Graph Generation via Spectral Diffusion.

Giorgia Minello, Alessandro Bicciato, Luca Rossi, Andrea Torsello, Luca Cosmo

CoRR, 2024

GraFix: A Graph Transformer with Fixed Attention Based on the WL Kernel.

Lingfeng Zhang, Luca Cosmo, Giorgia Minello, Andrea Torsello, Luca Rossi

Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023

Can Embeddings Analysis Explain Large Language Model Ranking?

Claudio Lucchese, Giorgia Minello, Franco Maria Nardini, Salvatore Orlando, Raffaele Perego, Alberto Veneri

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

3D Shape Analysis Through a Quantum Lens: the Average Mixing Kernel Signature.

Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello

Int. J. Comput. Vis., 2022

Classifying Me Softly: A Novel Graph Neural Network Based on Features Soft-Alignment.

Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2022

2021

k-Anonymity on Graphs Using the Szemerédi Regularity Lemma.

Giorgia Minello, Luca Rossi, Andrea Torsello

IEEE Trans. Netw. Sci. Eng., 2021

Representation of Jews and Anti-Jewish Bias in 19th Century French Public Discourse: Distant and Close Reading.

Simon Levis Sullam, Giorgia Minello, Rocco Tripodi, Massimo Warglien

Frontiers Big Data, 2021

Graph Kernel Neural Networks.

Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello

CoRR, 2021

LDA2Net: Digging under the surface of COVID-19 topics in scientific literature.

Giorgia Minello, Carlo R. M. A. Santagiustina, Massimo Warglien

CoRR, 2021

2020

Open system quantum thermodynamics of time-varying graphs.

Giorgia Minello, Andrea Torsello, Edwin R. Hancock

J. Complex Networks, 2020

The Average Mixing Kernel Signature.

Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Luca Rossi, Andrea Torsello

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Can a Quantum Walk Tell Which Is Which?A Study of Quantum Walk-Based Graph Similarity.

Giorgia Minello, Luca Rossi, Andrea Torsello

Entropy, 2019

On the von Neumann entropy of graphs.

Giorgia Minello, Luca Rossi, Andrea Torsello

J. Complex Networks, 2019

2018

Quantum processes for structural analysis.

Giorgia Minello

PhD thesis, 2018

2017

Deformable Shape Retrieval with Missing Parts.

Emanuele Rodolà, Luca Cosmo, Or Litany, Michael M. Bronstein, Alexander M. Bronstein, Nicolas Audebert, A. Ben Hamza, Alexandre Boulch, Umberto Castellani, Minh N. Do, Duc Anh Duong, Takahiko Furuya, Andrea Gasparetto, Y. Hong, J. Kim, Bertrand Le Saux, Roee Litman, Majid Masoumi, Giorgia Minello, Hai-Dang Nguyen, V.-T. Nguyen, Ryutarou Ohbuchi, Viet-Khoi Pham, Thuyen V. Phan, M. Rezaei, Andrea Torsello, Minh-Triet Tran, Q. T. Tran, Bao Truong, L. Wan, Changqing Zou

Proceedings of the 10th Eurographics Workshop on 3D Object Retrieval, 2017

2016

Thermodynamic Characterization of Temporal Networks.

Giorgia Minello, Andrea Torsello, Edwin R. Hancock

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Edge Centrality via the Holevo Quantity.

Joshua Lockhart, Giorgia Minello, Luca Rossi, Simone Severini, Andrea Torsello

Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Quantum thermodynamics of time evolving networks.

Giorgia Minello, Andrea Torsello, Edwin R. Hancock

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

A Non-parametric Spectral Model for Graph Classification.

Andrea Gasparetto, Giorgia Minello, Andrea Torsello

Proceedings of the ICPRAM 2015, 2015

Non-parametric Spectral Model for Shape Retrieval.

Andrea Gasparetto, Giorgia Minello, Andrea Torsello

Proceedings of the 2015 International Conference on 3D Vision, 2015