Luca Rossi

73 papers A* 3A 4B 4C 1Journal 28Unranked 30
YearRankTypeTitle / Venue / Authors
2026 J jnl
Diagnosing Alzheimer's disease using hypergraph neural networks with prompt tuning.
Pattern Recognit.
Chenyu Liu, Luca Cosmo, Luca Rossi
2025 A* conf
Generating Graphs via Spectral Diffusion.
ICLR
Giorgia Minello, Alessandro Bicciato, Luca Rossi, Andrea Torsello, Luca Cosmo
2025 J jnl
Graph Kernel Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Luca Cosmo, Giorgia Minello, Alessandro Bicciato, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello
2025 — ed.
Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshops, S+SSPR 2024, Venice, Italy, September 9-10, 2024, Revised Selected Papers
S+SSPR
Andrea Torsello, Luca Rossi, Luca Cosmo, Giorgia Minello
2025 — conf
SuperCap: Multi-resolution Superpixel-Based Image Captioning.
ACPR (2)
Henry Senior, Luca Rossi, Gregory G. Slabaugh, Shanxin Yuan
2024 J jnl
GNN-LoFI: A novel graph neural network through localized feature-based histogram intersection.
Pattern Recognit.
Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello
2024 J jnl
GNN-LoFI: a Novel Graph Neural Network through Localized Feature-based Histogram Intersection.
CoRR
Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello
2024 — conf
GraFix: A Graph Transformer with Fixed Attention Based on the WL Kernel.
ICPR (4)
Lingfeng Zhang, Luca Cosmo, Giorgia Minello, Andrea Torsello, Luca Rossi
2024 J jnl
Graph Generation via Spectral Diffusion.
CoRR
Giorgia Minello, Alessandro Bicciato, Luca Rossi, Andrea Torsello, Luca Cosmo
2024 — conf
LESI-GNN: An Interpretable Graph Neural Network Based on Local Structures Embedding.
S+SSPR
Giorgia Minello, Lingfeng Zhang, Alessandro Bicciato, Luca Rossi, Andrea Torsello, Luca Cosmo
2023 — conf
C2N-ABDP: Cluster-to-Node Attention-Based Differentiable Pooling.
GbRPR
Rongji Ye, Lixin Cui, Luca Rossi, Yue Wang, Zhuo Xu, Lu Bai, Edwin R. Hancock
2023 J jnl
Learning Graph Convolutional Networks Based on Quantum Vertex Information Propagation.
IEEE Trans. Knowl. Data Eng.
Lu Bai, Yuhang Jiao, Lixin Cui, Luca Rossi, Yue Wang, Philip S. Yu, Edwin R. Hancock
2022 J jnl
3D Shape Analysis Through a Quantum Lens: the Average Mixing Kernel Signature.
Int. J. Comput. Vis.
Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello
2022 — conf
A Novel Graph Kernel Based on the Wasserstein Distance and Spectral Signatures.
S+SSPR
Yantao Liu, Luca Rossi, Andrea Torsello
2022 — conf
Classifying Me Softly: A Novel Graph Neural Network Based on Features Soft-Alignment.
S+SSPR
Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello
2022 J jnl
Learning Backtrackless Aligned-Spatial Graph Convolutional Networks for Graph Classification.
IEEE Trans. Pattern Anal. Mach. Intell.
Lu Bai, Lixin Cui, Yuhang Jiao, Luca Rossi, Edwin R. Hancock
2022 A* conf
Learning Graph Convolutional Networks based on Quantum Vertex Information Propagation (Extended Abstract).
ICDE
Lu Bai, Yuhang Jiao, Lixin Cui, Luca Rossi, Yue Wang, Philip S. Yu, Edwin R. Hancock
2021 J jnl
Graph Kernel Neural Networks.
CoRR
Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello
2021 — ed.
Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshops, S+SSPR 2020, Padua, Italy, January 21-22, 2021, Proceedings
S+SSPR
Andrea Torsello, Luca Rossi, Marcello Pelillo, Battista Biggio, Antonio Robles-Kelly
2021 J jnl
k-Anonymity on Graphs Using the Szemerédi Regularity Lemma.
IEEE Trans. Netw. Sci. Eng.
Giorgia Minello, Luca Rossi, Andrea Torsello
2020 J jnl
A Quantum-Inspired Similarity Measure for the Analysis of Complete Weighted Graphs.
IEEE Trans. Cybern.
Lu Bai, Luca Rossi, Lixin Cui, Jian Cheng, Edwin R. Hancock
2020 — conf
Estimating the Manifold Dimension of a Complex Network Using Weyl's Law.
S+SSPR
Luca Rossi, Andrea Torsello
2020 J jnl
Local-global nested graph kernels using nested complexity traces.
Pattern Recognit. Lett.
Lu Bai, Lixin Cui, Luca Rossi, Lixiang Xu, Xiao Bai, Edwin R. Hancock
2020 — conf
The Average Mixing Kernel Signature.
ECCV (20)
Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Luca Rossi, Andrea Torsello
2019 J jnl
A Quantum-inspired Similarity Measure for the Analysis of Complete Weighted Graphs.
CoRR
Lu Bai, Luca Rossi, Lixin Cui, Jian Cheng, Edwin R. Hancock
2019 J jnl
Can a Quantum Walk Tell Which Is Which?A Study of Quantum Walk-Based Graph Similarity.
Entropy
Giorgia Minello, Luca Rossi, Andrea Torsello
2019 J jnl
On the von Neumann entropy of graphs.
J. Complex Networks
Giorgia Minello, Luca Rossi, Andrea Torsello
2019 J jnl
You Can't See Me: Anonymizing Graphs Using the Szemerédi Regularity Lemma.
Frontiers Big Data
Daniele Foffano, Luca Rossi, Andrea Torsello
2018 B conf
A Deep Hybrid Graph Kernel Through Deep Learning Networks.
ICPR
Lixin Cui, Lu Bai, Luca Rossi, Yue Wang, Yuhang Jiao, Edwin R. Hancock
2018 — conf
A Mixed Entropy Local-Global Reproducing Kernel for Attributed Graphs.
S+SSPR
Lixin Cui, Lu Bai, Luca Rossi, Zhihong Zhang, Lixiang Xu, Edwin R. Hancock
2018 — conf
A Preliminary Survey of Analyzing Dynamic Time-Varying Financial Networks Using Graph Kernels.
S+SSPR
Lixin Cui, Lu Bai, Luca Rossi, Zhihong Zhang, Yuhang Jiao, Edwin R. Hancock
2018 J jnl
A Quantum Spatial Graph Convolutional Neural Network using Quantum Passing Information.
CoRR
Lu Bai, Yuhang Jiao, Luca Rossi, Lixin Cui, Jian Cheng, Edwin R. Hancock
2018 J jnl
Thermodynamic Analysis of Time Evolving Networks.
Entropy
Cheng Ye, Richard C. Wilson, Luca Rossi, Andrea Torsello, Edwin R. Hancock
2018 — conf
Venice through the Lens of Instagram: A Visual Narrative of Tourism in Venice.
WWW (Companion Volume)
Luca Rossi, Eric Boscaro, Andrea Torsello
2017 — conf
A Nested Alignment Graph Kernel Through the Dynamic Time Warping Framework.
GbRPR
Lu Bai, Luca Rossi, Lixin Cui, Edwin R. Hancock
2017 — conf
Adaptive Feature Selection Based on the Most Informative Graph-Based Features.
GbRPR
Lixin Cui, Yuhang Jiao, Lu Bai, Luca Rossi, Edwin R. Hancock
2017 — conf
Measuring Vertex Centrality Using the Holevo Quantity.
GbRPR
Luca Rossi, Andrea Torsello
2017 J jnl
Quantum kernels for unattributed graphs using discrete-time quantum walks.
Pattern Recognit. Lett.
Lu Bai, Luca Rossi, Lixin Cui, Zhihong Zhang, Peng Ren, Xiao Bai, Edwin R. Hancock
2016 B conf
A novel entropy-based graph signature from the average mixing matrix.
ICPR
Lu Bai, Luca Rossi, Lixin Cui, Edwin R. Hancock
2016 B conf
A transitive aligned Weisfeiler-Lehman subtree kernel.
ICPR
Lu Bai, Luca Rossi, Lixin Cui, Edwin R. Hancock
2016 — conf
Edge Centrality via the Holevo Quantity.
S+SSPR
Joshua Lockhart, Giorgia Minello, Luca Rossi, Simone Severini, Andrea Torsello
2016 A conf
Pub Crawling at Scale: Tapping Untappd to Explore Social Drinking.
ICWSM
Martin J. Chorley, Luca Rossi, Gareth Tyson, Matthew J. Williams
2016 — conf
The Average Mixing Matrix Signature.
S+SSPR
Luca Rossi, Simone Severini, Andrea Torsello
2015 — conf
A Quantum Jensen-Shannon Graph Kernel Using Discrete-Time Quantum Walks.
GbRPR
Lu Bai, Luca Rossi, Peng Ren, Zhihong Zhang, Edwin R. Hancock
2015 J jnl
A quantum Jensen-Shannon graph kernel for unattributed graphs.
Pattern Recognit.
Lu Bai, Luca Rossi, Andrea Torsello, Edwin R. Hancock
2015 A* conf
An Aligned Subtree Kernel for Weighted Graphs.
ICML
Lu Bai, Luca Rossi, Zhihong Zhang, Edwin R. Hancock
2015 — conf
An Edge-Based Matching Kernel Through Discrete-Time Quantum Walks.
ICIAP (1)
Lu Bai, Zhihong Zhang, Peng Ren, Luca Rossi, Edwin R. Hancock
2015 A conf
On the k-Anonymization of Time-Varying and Multi-Layer Social Graphs.
ICWSM
Luca Rossi, Mirco Musolesi, Andrea Torsello
2015 J jnl
On the k-Anonymization of Time-varying and Multi-layer Social Graphs.
CoRR
Luca Rossi, Mirco Musolesi, Andrea Torsello
2015 A conf
Privacy and the City: User Identification and Location Semantics in Location-Based Social Networks.
ICWSM
Luca Rossi, Matthew J. Williams, Christoph Stich, Mirco Musolesi
2015 J jnl
Privacy and the City: User Identification and Location Semantics in Location-Based Social Networks.
CoRR
Luca Rossi, Matthew J. Williams, Christoph Stich, Mirco Musolesi
2015 J jnl
Progmosis: Evaluating Risky Individual Behavior During Epidemics Using Mobile Network Data.
CoRR
Antonio Lima, Veljko Pejovic, Luca Rossi, Mirco Musolesi, Marta C. González
2015 J jnl
Spatio-Temporal Techniques for User Identification by means of GPS Mobility Data.
CoRR
Luca Rossi, James Walker, Mirco Musolesi
2015 J jnl
Spatio-temporal techniques for user identification by means of GPS mobility data.
EPJ Data Sci.
Luca Rossi, James Walker, Mirco Musolesi
2015 J jnl
Unfolding Kernel embeddings of graphs: Enhancing class separation through manifold learning.
Pattern Recognit.
Luca Rossi, Andrea Torsello, Edwin R. Hancock
2014 — conf
Attributed Graph Kernels Using the Jensen-Tsallis q-Differences.
ECML/PKDD (1)
Lu Bai, Luca Rossi, Horst Bunke, Edwin R. Hancock
2014 J jnl
Coarse-to-fine skeleton extraction for high resolution 3D meshes.
Comput. Vis. Image Underst.
Luca Rossi, Andrea Torsello
2014 A conf
Coding Together at Scale: GitHub as a Collaborative Social Network.
ICWSM
Antonio Lima, Luca Rossi, Mirco Musolesi
2014 J jnl
Coding Together at Scale: GitHub as a Collaborative Social Network.
CoRR
Antonio Lima, Luca Rossi, Mirco Musolesi
2014 — conf
It's the way you check-in: identifying users in location-based social networks.
COSN
Luca Rossi, Mirco Musolesi
2014 — —
Modeling, classification and analysis of graph structures.
Luca Rossi
2014 — conf
Node Centrality for Continuous-Time Quantum Walks.
S+SSPR
Luca Rossi, Andrea Torsello, Edwin R. Hancock
2014 C conf
The Uncertainty of Identity Toolset: Analysing Digital Traces for User Profiling.
SIN
Muhammad Adnan, Antonio Lima, Luca Rossi, Suresh Veluru, Paul A. Longley, Mirco Musolesi, Muttukrishnan Rajarajan
2014 — conf
Transitive State Alignment for the Quantum Jensen-Shannon Kernel.
S+SSPR
Andrea Torsello, Andrea Gasparetto, Luca Rossi, Lu Bai, Edwin R. Hancock
2013 — conf
A Continuous-Time Quantum Walk Kernel for Unattributed Graphs.
GbRPR
Luca Rossi, Andrea Torsello, Edwin R. Hancock
2013 — conf
A Quantum Jensen-Shannon Graph Kernel Using the Continuous-Time Quantum Walk.
GbRPR
Lu Bai, Edwin R. Hancock, Andrea Torsello, Luca Rossi
2013 — conf
Attributed Graph Similarity from the Quantum Jensen-Shannon Divergence.
SIMBAD
Luca Rossi, Andrea Torsello, Edwin R. Hancock
2013 — conf
Manifold Learning and the Quantum Jensen-Shannon Divergence Kernel.
CAIP (1)
Luca Rossi, Andrea Torsello, Edwin R. Hancock
2012 B conf
A stable graph-based representation for object recognition through high-order matching.
ICPR
Andrea Albarelli, Filippo Bergamasco, Luca Rossi, Sebastiano Vascon, Andrea Torsello
2012 — conf
An Adaptive Hierarchical Approach to the Extraction of High Resolution Medial Surfaces.
3DIMPVT
Luca Rossi, Andrea Torsello
2012 — conf
Approximate Axial Symmetries from Continuous Time Quantum Walks.
SSPR/SPR
Luca Rossi, Andrea Torsello, Edwin R. Hancock
2012 — conf
Information Theoretic Prototype Selection for Unattributed Graphs.
SSPR/SPR
Lin Han, Luca Rossi, Andrea Torsello, Richard C. Wilson, Edwin R. Hancock
2011 — conf
Supervised Learning of Graph Structure.
SIMBAD
Andrea Torsello, Luca Rossi