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Luca Rossi 0004
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- 2025
[j17]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]Giorgia Minello, Alessandro Bicciato, Luca Rossi, Andrea Torsello, Luca Cosmo:
Generating Graphs via Spectral Diffusion. ICLR 2025
[e2]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]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)
[c40]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
[c39]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
[i10]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)
[i9]Giorgia Minello, Alessandro Bicciato
, Luca Rossi, Andrea Torsello, Luca Cosmo:
Graph Generation via Spectral Diffusion. CoRR abs/2402.18974 (2024)- 2022
[j14]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)
[c36]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
[c35]Yantao Liu
, Luca Rossi
, Andrea Torsello
:
A Novel Graph Kernel Based on the Wasserstein Distance and Spectral Signatures. S+SSPR 2022: 122-131- 2021
[j12]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)
[e1]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]
[i8]Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello:
Graph Kernel Neural Networks. CoRR abs/2112.07436 (2021)- 2020
[c34]Luca Cosmo
, Giorgia Minello
, Michael M. Bronstein, Luca Rossi, Andrea Torsello:
The Average Mixing Kernel Signature. ECCV (20) 2020: 1-17
[c33]Luca Rossi, Andrea Torsello:
Estimating the Manifold Dimension of a Complex Network Using Weyl's Law. S+SSPR 2020: 164-173- 2019
[j9]Giorgia Minello
, Luca Rossi
, Andrea Torsello:
On the von Neumann entropy of graphs. J. Complex Networks 7(4): 491-514 (2019)
[j8]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)
[j7]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
[j6]Cheng Ye, Richard C. Wilson
, Luca Rossi
, Andrea Torsello, Edwin R. Hancock
:
Thermodynamic Analysis of Time Evolving Networks. Entropy 20(10): 759 (2018)
[c29]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
[c27]Luca Rossi
, Andrea Torsello
:
Measuring Vertex Centrality Using the Holevo Quantity. GbRPR 2017: 154-164- 2016
[c22]Joshua Lockhart
, Giorgia Minello
, Luca Rossi
, Simone Severini, Andrea Torsello
:
Edge Centrality via the Holevo Quantity. S+SSPR 2016: 143-152
[c21]Luca Rossi
, Simone Severini, Andrea Torsello
:
The Average Mixing Matrix Signature. S+SSPR 2016: 474-484- 2015
[j3]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)
[j2]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)
[c17]Luca Rossi, Mirco Musolesi, Andrea Torsello:
On the k-Anonymization of Time-Varying and Multi-Layer Social Graphs. ICWSM 2015: 377-386
[i4]Luca Rossi, Mirco Musolesi, Andrea Torsello:
On the k-Anonymization of Time-varying and Multi-layer Social Graphs. CoRR abs/1503.06497 (2015)- 2014
[j1]Luca Rossi
, Andrea Torsello
:
Coarse-to-fine skeleton extraction for high resolution 3D meshes. Comput. Vis. Image Underst. 118: 140-152 (2014)
[c11]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
[c10]Luca Rossi
, Andrea Torsello
, Edwin R. Hancock
:
Node Centrality for Continuous-Time Quantum Walks. S+SSPR 2014: 103-112- 2013
[c9]Luca Rossi
, Andrea Torsello
, Edwin R. Hancock
:
Manifold Learning and the Quantum Jensen-Shannon Divergence Kernel. CAIP (1) 2013: 62-69
[c8]Luca Rossi
, Andrea Torsello
, Edwin R. Hancock
:
A Continuous-Time Quantum Walk Kernel for Unattributed Graphs. GbRPR 2013: 101-110
[c7]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
[c6]Luca Rossi
, Andrea Torsello
, Edwin R. Hancock
:
Attributed Graph Similarity from the Quantum Jensen-Shannon Divergence. SIMBAD 2013: 204-218- 2012
[c5]Luca Rossi
, Andrea Torsello
:
An Adaptive Hierarchical Approach to the Extraction of High Resolution Medial Surfaces. 3DIMPVT 2012: 371-378
[c4]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
[c3]Lin Han, Luca Rossi
, Andrea Torsello
, Richard C. Wilson, Edwin R. Hancock
:
Information Theoretic Prototype Selection for Unattributed Graphs. SSPR/SPR 2012: 33-41
[c2]Luca Rossi
, Andrea Torsello
, Edwin R. Hancock
:
Approximate Axial Symmetries from Continuous Time Quantum Walks. SSPR/SPR 2012: 144-152- 2011
[c1]Andrea Torsello
, Luca Rossi
:
Supervised Learning of Graph Structure. SIMBAD 2011: 117-132

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