Luca Rossi

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 47

Top Topics

Skeleton Extraction

Top Venues

Publications

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 (2024)
Giorgia Minello, Alessandro Bicciato, Luca Rossi, Andrea Torsello, Luca Cosmo
Graph Generation via Spectral Diffusion. CoRR (2024)
Alessandro Bicciato, Luca Cosmo, Giorgia Minello, Luca Rossi, Andrea Torsello
GNN-LoFI: a Novel Graph Neural Network through Localized Feature-based Histogram Intersection. CoRR (2024)
Lu Bai, Yuhang Jiao, Lixin Cui, Luca Rossi, Yue Wang, Philip S. Yu, Edwin R. Hancock
Learning Graph Convolutional Networks Based on Quantum Vertex Information Propagation. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Rongji Ye, Lixin Cui, Luca Rossi, Yue Wang, Zhuo Xu, Lu Bai, Edwin R. Hancock
C2N-ABDP: Cluster-to-Node Attention-Based Differentiable Pooling. GbRPR (2023)
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)
Lu Bai, Yuhang Jiao, Lixin Cui, Luca Rossi, Yue Wang, Philip S. Yu, Edwin R. Hancock
Learning Graph Convolutional Networks based on Quantum Vertex Information Propagation (Extended Abstract). ICDE (2022)
Lu Bai, Lixin Cui, Yuhang Jiao, Luca Rossi, Edwin R. Hancock
Learning Backtrackless Aligned-Spatial Graph Convolutional Networks for Graph Classification. IEEE Trans. Pattern Anal. Mach. Intell. 44 (2) (2022)
Yantao Liu, Luca Rossi, Andrea Torsello
A Novel Graph Kernel Based on the Wasserstein Distance and Spectral Signatures. S+SSPR (2022)
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) (2022)
Giorgia Minello, Luca Rossi, Andrea Torsello
k-Anonymity on Graphs Using the Szemerédi Regularity Lemma. IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello
Graph Kernel Neural Networks. CoRR (2021)
Lu Bai, Luca Rossi, Lixin Cui, Jian Cheng, Edwin R. Hancock
A Quantum-Inspired Similarity Measure for the Analysis of Complete Weighted Graphs. IEEE Trans. Cybern. 50 (3) (2020)
Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Luca Rossi, Andrea Torsello
The Average Mixing Kernel Signature. ECCV (20) (2020)
Lu Bai, Lixin Cui, Luca Rossi, Lixiang Xu, Xiao Bai, Edwin R. Hancock
Local-global nested graph kernels using nested complexity traces. Pattern Recognit. Lett. 134 (2020)
Luca Rossi, Andrea Torsello
Estimating the Manifold Dimension of a Complex Network Using Weyl's Law. S+SSPR (2020)
Giorgia Minello, Luca Rossi, Andrea Torsello
On the von Neumann entropy of graphs. J. Complex Networks 7 (4) (2019)
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) (2019)
Lu Bai, Luca Rossi, Lixin Cui, Jian Cheng, Edwin R. Hancock
A Quantum-inspired Similarity Measure for the Analysis of Complete Weighted Graphs. CoRR (2019)
Daniele Foffano, Luca Rossi, Andrea Torsello
You Can't See Me: Anonymizing Graphs Using the Szemerédi Regularity Lemma. Frontiers Big Data 2 (2019)
Lixin Cui, Lu Bai, Luca Rossi, Zhihong Zhang, Lixiang Xu, Edwin R. Hancock
A Mixed Entropy Local-Global Reproducing Kernel for Attributed Graphs. S+SSPR (2018)
Lixin Cui, Lu Bai, Luca Rossi, Yue Wang, Yuhang Jiao, Edwin R. Hancock
A Deep Hybrid Graph Kernel Through Deep Learning Networks. ICPR (2018)
Cheng Ye, Richard C. Wilson, Luca Rossi, Andrea Torsello, Edwin R. Hancock
Thermodynamic Analysis of Time Evolving Networks. Entropy 20 (10) (2018)
Luca Rossi, Eric Boscaro, Andrea Torsello
Venice through the Lens of Instagram: A Visual Narrative of Tourism in Venice. WWW (Companion Volume) (2018)
Lu Bai, Yuhang Jiao, Luca Rossi, Lixin Cui, Jian Cheng, Edwin R. Hancock
A Quantum Spatial Graph Convolutional Neural Network using Quantum Passing Information. CoRR (2018)
Lixin Cui, Lu Bai, Luca Rossi, Zhihong Zhang, Yuhang Jiao, Edwin R. Hancock
A Preliminary Survey of Analyzing Dynamic Time-Varying Financial Networks Using Graph Kernels. S+SSPR (2018)
Lu Bai, Luca Rossi, Lixin Cui, Edwin R. Hancock
A Nested Alignment Graph Kernel Through the Dynamic Time Warping Framework. GbRPR (2017)
Luca Rossi, Andrea Torsello
Measuring Vertex Centrality Using the Holevo Quantity. GbRPR (2017)
Lu Bai, Luca Rossi, Lixin Cui, Zhihong Zhang, Peng Ren, Xiao Bai, Edwin R. Hancock
Quantum kernels for unattributed graphs using discrete-time quantum walks. Pattern Recognit. Lett. 87 (2017)
Lixin Cui, Yuhang Jiao, Lu Bai, Luca Rossi, Edwin R. Hancock
Adaptive Feature Selection Based on the Most Informative Graph-Based Features. GbRPR (2017)
Joshua Lockhart, Giorgia Minello, Luca Rossi, Simone Severini, Andrea Torsello
Edge Centrality via the Holevo Quantity. S+SSPR (2016)
Lu Bai, Luca Rossi, Lixin Cui, Edwin R. Hancock
A novel entropy-based graph signature from the average mixing matrix. ICPR (2016)
Luca Rossi, Simone Severini, Andrea Torsello
The Average Mixing Matrix Signature. S+SSPR (2016)
Lu Bai, Luca Rossi, Lixin Cui, Edwin R. Hancock
A transitive aligned Weisfeiler-Lehman subtree kernel. ICPR (2016)
Martin J. Chorley, Luca Rossi, Gareth Tyson, Matthew J. Williams
Pub Crawling at Scale: Tapping Untappd to Explore Social Drinking. ICWSM (2016)
Luca Rossi, James Walker, Mirco Musolesi
Spatio-Temporal Techniques for User Identification by means of GPS Mobility Data. CoRR (2015)
Luca Rossi, Matthew J. Williams, Christoph Stich, Mirco Musolesi
Privacy and the City: User Identification and Location Semantics in Location-Based Social Networks. ICWSM (2015)
Antonio Lima, Veljko Pejovic, Luca Rossi, Mirco Musolesi, Marta C. González
Progmosis: Evaluating Risky Individual Behavior During Epidemics Using Mobile Network Data. CoRR (2015)
Luca Rossi, James Walker, Mirco Musolesi
Spatio-temporal techniques for user identification by means of GPS mobility data. EPJ Data Sci. 4 (1) (2015)
Luca Rossi, Andrea Torsello, Edwin R. Hancock
Unfolding Kernel embeddings of graphs: Enhancing class separation through manifold learning. Pattern Recognit. 48 (11) (2015)
Lu Bai, Zhihong Zhang, Peng Ren, Luca Rossi, Edwin R. Hancock
An Edge-Based Matching Kernel Through Discrete-Time Quantum Walks. ICIAP (1) (2015)
Luca Rossi, Mirco Musolesi, Andrea Torsello
On the k-Anonymization of Time-varying and Multi-layer Social Graphs. CoRR (2015)
Lu Bai, Luca Rossi, Zhihong Zhang, Edwin R. Hancock
An Aligned Subtree Kernel for Weighted Graphs. ICML (2015)
Lu Bai, Luca Rossi, Andrea Torsello, Edwin R. Hancock
A quantum Jensen-Shannon graph kernel for unattributed graphs. Pattern Recognit. 48 (2) (2015)
Luca Rossi, Matthew J. Williams, Christoph Stich, Mirco Musolesi
Privacy and the City: User Identification and Location Semantics in Location-Based Social Networks. CoRR (2015)
Lu Bai, Luca Rossi, Peng Ren, Zhihong Zhang, Edwin R. Hancock
A Quantum Jensen-Shannon Graph Kernel Using Discrete-Time Quantum Walks. GbRPR (2015)
Luca Rossi, Mirco Musolesi, Andrea Torsello
On the k-Anonymization of Time-Varying and Multi-Layer Social Graphs. ICWSM (2015)
Muhammad Adnan, Antonio Lima, Luca Rossi, Suresh Veluru, Paul A. Longley, Mirco Musolesi, Muttukrishnan Rajarajan
The Uncertainty of Identity Toolset: Analysing Digital Traces for User Profiling. SIN (2014)
Antonio Lima, Luca Rossi, Mirco Musolesi
Coding Together at Scale: GitHub as a Collaborative Social Network. ICWSM (2014)
Lu Bai, Luca Rossi, Horst Bunke, Edwin R. Hancock
Attributed Graph Kernels Using the Jensen-Tsallis q-Differences. ECML/PKDD (1) (2014)
Luca Rossi, Andrea Torsello
Coarse-to-fine skeleton extraction for high resolution 3D meshes. Comput. Vis. Image Underst. 118 (2014)
Luca Rossi, Mirco Musolesi
It's the way you check-in: identifying users in location-based social networks. COSN (2014)
Andrea Torsello, Andrea Gasparetto, Luca Rossi, Lu Bai, Edwin R. Hancock
Transitive State Alignment for the Quantum Jensen-Shannon Kernel. S+SSPR (2014)
Antonio Lima, Luca Rossi, Mirco Musolesi
Coding Together at Scale: GitHub as a Collaborative Social Network. CoRR (2014)
Luca Rossi, Andrea Torsello, Edwin R. Hancock
Node Centrality for Continuous-Time Quantum Walks. S+SSPR (2014)
Luca Rossi, Andrea Torsello, Edwin R. Hancock
Manifold Learning and the Quantum Jensen-Shannon Divergence Kernel. CAIP (1) (2013)
Lu Bai, Edwin R. Hancock, Andrea Torsello, Luca Rossi
A Quantum Jensen-Shannon Graph Kernel Using the Continuous-Time Quantum Walk. GbRPR (2013)
Luca Rossi, Andrea Torsello, Edwin R. Hancock
A Continuous-Time Quantum Walk Kernel for Unattributed Graphs. GbRPR (2013)
Luca Rossi, Andrea Torsello, Edwin R. Hancock
Attributed Graph Similarity from the Quantum Jensen-Shannon Divergence. SIMBAD (2013)
Lin Han, Luca Rossi, Andrea Torsello, Richard C. Wilson, Edwin R. Hancock
Information Theoretic Prototype Selection for Unattributed Graphs. SSPR/SPR (2012)
Luca Rossi, Andrea Torsello, Edwin R. Hancock
Approximate Axial Symmetries from Continuous Time Quantum Walks. SSPR/SPR (2012)
Andrea Albarelli, Filippo Bergamasco, Luca Rossi, Sebastiano Vascon, Andrea Torsello
A stable graph-based representation for object recognition through high-order matching. ICPR (2012)
Luca Rossi, Andrea Torsello
An Adaptive Hierarchical Approach to the Extraction of High Resolution Medial Surfaces. 3DIMPVT (2012)
Andrea Torsello, Luca Rossi
Supervised Learning of Graph Structure. SIMBAD (2011)