Luca Rossi 0004

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Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
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◀ ▶ joint publications with Andrea Torsello

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Publications

2025
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Luca Cosmo, Giorgia Minello, Alessandro Bicciato, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello:
Graph Kernel Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 36(4): 6257-6270 (2025)
[c41]
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Giorgia Minello, Alessandro Bicciato, Luca Rossi, Andrea Torsello, Luca Cosmo:
Generating Graphs via Spectral Diffusion. ICLR 2025
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Andrea Torsello, Luca Rossi, Luca Cosmo, Giorgia Minello:
Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshops, S+SSPR 2024, Venice, Italy, September 9-10, 2024, Revised Selected Papers. Lecture Notes in Computer Science 15444, Springer 2025, ISBN 978-3-031-80506-6 [contents]
2024
[j16]
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Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello:
GNN-LoFI: A novel graph neural network through localized feature-based histogram intersection. Pattern Recognit. 148: 110210 (2024)
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Lingfeng Zhang, Luca Cosmo, Giorgia Minello, Andrea Torsello, Luca Rossi:
GraFix: A Graph Transformer with Fixed Attention Based on the WL Kernel. ICPR (4) 2024: 435-450
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Giorgia Minello, Lingfeng Zhang, Alessandro Bicciato, Luca Rossi, Andrea Torsello, Luca Cosmo:
LESI-GNN: An Interpretable Graph Neural Network Based on Local Structures Embedding. S+SSPR 2024: 72-81
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  - journals/corr/abs-2401-09193
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Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello:
GNN-LoFI: a Novel Graph Neural Network through Localized Feature-based Histogram Intersection. CoRR abs/2401.09193 (2024)
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  - journals/corr/abs-2402-18974
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Giorgia Minello, Alessandro Bicciato, Luca Rossi, Andrea Torsello, Luca Cosmo:
Graph Generation via Spectral Diffusion. CoRR abs/2402.18974 (2024)
2022
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Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello:
3D Shape Analysis Through a Quantum Lens: the Average Mixing Kernel Signature. Int. J. Comput. Vis. 130(6): 1474-1493 (2022)
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Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello:
Classifying Me Softly: A Novel Graph Neural Network Based on Features Soft-Alignment. S+SSPR 2022: 43-53
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Yantao Liu, Luca Rossi, Andrea Torsello:
A Novel Graph Kernel Based on the Wasserstein Distance and Spectral Signatures. S+SSPR 2022: 122-131
2021
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Giorgia Minello, Luca Rossi, Andrea Torsello:
k-Anonymity on Graphs Using the Szemerédi Regularity Lemma. IEEE Trans. Netw. Sci. Eng. 8(2): 1283-1292 (2021)
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Andrea Torsello, Luca Rossi, Marcello Pelillo, Battista Biggio, Antonio Robles-Kelly:
Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshops, S+SSPR 2020, Padua, Italy, January 21-22, 2021, Proceedings. Lecture Notes in Computer Science 12644, Springer 2021, ISBN 978-3-030-73972-0 [contents]
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  - journals/corr/abs-2112-07436
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Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello:
Graph Kernel Neural Networks. CoRR abs/2112.07436 (2021)
2020
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Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Luca Rossi, Andrea Torsello:
The Average Mixing Kernel Signature. ECCV (20) 2020: 1-17
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Luca Rossi, Andrea Torsello:
Estimating the Manifold Dimension of a Complex Network Using Weyl's Law. S+SSPR 2020: 164-173
2019
[j9]
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Giorgia Minello, Luca Rossi, Andrea Torsello:
On the von Neumann entropy of graphs. J. Complex Networks 7(4): 491-514 (2019)
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Giorgia Minello, Luca Rossi, Andrea Torsello:
Can a Quantum Walk Tell Which Is Which?A Study of Quantum Walk-Based Graph Similarity. Entropy 21(3): 328 (2019)
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Daniele Foffano, Luca Rossi, Andrea Torsello:
You Can't See Me: Anonymizing Graphs Using the Szemerédi Regularity Lemma. Frontiers Big Data 2: 7 (2019)
2018
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Cheng Ye, Richard C. Wilson, Luca Rossi, Andrea Torsello, Edwin R. Hancock:
Thermodynamic Analysis of Time Evolving Networks. Entropy 20(10): 759 (2018)
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Luca Rossi, Eric Boscaro, Andrea Torsello:
Venice through the Lens of Instagram: A Visual Narrative of Tourism in Venice. WWW (Companion Volume) 2018: 1190-1197
2017
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Luca Rossi, Andrea Torsello:
Measuring Vertex Centrality Using the Holevo Quantity. GbRPR 2017: 154-164
2016
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Joshua Lockhart, Giorgia Minello, Luca Rossi, Simone Severini, Andrea Torsello:
Edge Centrality via the Holevo Quantity. S+SSPR 2016: 143-152
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Luca Rossi, Simone Severini, Andrea Torsello:
The Average Mixing Matrix Signature. S+SSPR 2016: 474-484
2015
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Lu Bai, Luca Rossi, Andrea Torsello, Edwin R. Hancock:
A quantum Jensen-Shannon graph kernel for unattributed graphs. Pattern Recognit. 48(2): 344-355 (2015)
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Luca Rossi, Andrea Torsello, Edwin R. Hancock:
Unfolding Kernel embeddings of graphs: Enhancing class separation through manifold learning. Pattern Recognit. 48(11): 3357-3370 (2015)
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Luca Rossi, Mirco Musolesi, Andrea Torsello:
On the k-Anonymization of Time-Varying and Multi-Layer Social Graphs. ICWSM 2015: 377-386
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Luca Rossi, Mirco Musolesi, Andrea Torsello:
On the k-Anonymization of Time-varying and Multi-layer Social Graphs. CoRR abs/1503.06497 (2015)
2014
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Luca Rossi, Andrea Torsello:
Coarse-to-fine skeleton extraction for high resolution 3D meshes. Comput. Vis. Image Underst. 118: 140-152 (2014)
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Andrea Torsello, Andrea Gasparetto, Luca Rossi, Lu Bai, Edwin R. Hancock:
Transitive State Alignment for the Quantum Jensen-Shannon Kernel. S+SSPR 2014: 22-31
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Luca Rossi, Andrea Torsello, Edwin R. Hancock:
Node Centrality for Continuous-Time Quantum Walks. S+SSPR 2014: 103-112
2013
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Luca Rossi, Andrea Torsello, Edwin R. Hancock:
Manifold Learning and the Quantum Jensen-Shannon Divergence Kernel. CAIP (1) 2013: 62-69
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Luca Rossi, Andrea Torsello, Edwin R. Hancock:
A Continuous-Time Quantum Walk Kernel for Unattributed Graphs. GbRPR 2013: 101-110
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Lu Bai, Edwin R. Hancock, Andrea Torsello, Luca Rossi:
A Quantum Jensen-Shannon Graph Kernel Using the Continuous-Time Quantum Walk. GbRPR 2013: 121-131
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Luca Rossi, Andrea Torsello, Edwin R. Hancock:
Attributed Graph Similarity from the Quantum Jensen-Shannon Divergence. SIMBAD 2013: 204-218
2012
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Luca Rossi, Andrea Torsello:
An Adaptive Hierarchical Approach to the Extraction of High Resolution Medial Surfaces. 3DIMPVT 2012: 371-378
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Andrea Albarelli, Filippo Bergamasco, Luca Rossi, Sebastiano Vascon, Andrea Torsello:
A stable graph-based representation for object recognition through high-order matching. ICPR 2012: 3341-3344
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Lin Han, Luca Rossi, Andrea Torsello, Richard C. Wilson, Edwin R. Hancock:
Information Theoretic Prototype Selection for Unattributed Graphs. SSPR/SPR 2012: 33-41
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Luca Rossi, Andrea Torsello, Edwin R. Hancock:
Approximate Axial Symmetries from Continuous Time Quantum Walks. SSPR/SPR 2012: 144-152
2011
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Andrea Torsello, Luca Rossi:
Supervised Learning of Graph Structure. SIMBAD 2011: 117-132

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