Supervised Learning of Graph Structure. - Andrea Torsello; Luca Rossi 004 (SIMBAD, 2011)

An Adaptive Hierarchical Approach to the Extraction of High Resolution Medial Surfaces. - Luca Rossi 004; Andrea Torsello (3DIMPVT, 2012)

A stable graph-based representation for object recognition through high-order matching. - Andrea Albarelli; Filippo Bergamasco; Luca Rossi 004; Sebastiano Vascon; Andrea Torsello (ICPR, 2012)

Approximate Axial Symmetries from Continuous Time Quantum Walks. - Luca Rossi 004; Andrea Torsello; Edwin R. Hancock (SSPR/SPR, 2012)

Information Theoretic Prototype Selection for Unattributed Graphs. - Lin Han; Luca Rossi 004; Andrea Torsello; Richard C. Wilson 001; Edwin R. Hancock (SSPR/SPR, 2012)

Manifold Learning and the Quantum Jensen-Shannon Divergence Kernel. - Luca Rossi 004; Andrea Torsello; Edwin R. Hancock (CAIP (1), 2013)

A Continuous-Time Quantum Walk Kernel for Unattributed Graphs. - Luca Rossi 004; Andrea Torsello; Edwin R. Hancock (GbRPR, 2013)

A Quantum Jensen-Shannon Graph Kernel Using the Continuous-Time Quantum Walk. - Lu Bai 001; Edwin R. Hancock; Andrea Torsello; Luca Rossi 004 (GbRPR, 2013)

Attributed Graph Similarity from the Quantum Jensen-Shannon Divergence. - Luca Rossi 004; Andrea Torsello; Edwin R. Hancock (SIMBAD, 2013)

It's the way you check-in: identifying users in location-based social networks. - Luca Rossi 004; Mirco Musolesi (COSN, 2014)

Coding Together at Scale: GitHub as a Collaborative Social Network. - Antonio Lima; Luca Rossi 004; Mirco Musolesi (ICWSM, 2014)

Attributed Graph Kernels Using the Jensen-Tsallis q-Differences. - Lu Bai 001; Luca Rossi 004; Horst Bunke; Edwin R. Hancock (ECML/PKDD (1), 2014)

The Uncertainty of Identity Toolset: Analysing Digital Traces for User Profiling. - Muhammad Adnan 008; Antonio Lima; Luca Rossi 004; Suresh Veluru 001; Paul A. Longley; Mirco Musolesi; Muttukrishnan Rajarajan (SIN, 2014)

Node Centrality for Continuous-Time Quantum Walks. - Luca Rossi 004; Andrea Torsello; Edwin R. Hancock (S+SSPR, 2014)

Transitive State Alignment for the Quantum Jensen-Shannon Kernel. - Andrea Torsello; Andrea Gasparetto; Luca Rossi 004; Lu Bai 001; Edwin R. Hancock (S+SSPR, 2014)

Coarse-to-fine skeleton extraction for high resolution 3D meshes. - Luca Rossi 004; Andrea Torsello (Comput. Vis. Image Underst., 2014)

Modeling, classification and analysis of graph structures. - Luca Rossi 004 (2014)

A Quantum Jensen-Shannon Graph Kernel Using Discrete-Time Quantum Walks. - Lu Bai 001; Luca Rossi 004; Peng Ren 001; Zhihong Zhang 001; Edwin R. Hancock (GbRPR, 2015)

An Edge-Based Matching Kernel Through Discrete-Time Quantum Walks. - Lu Bai 001; Zhihong Zhang 001; Peng Ren 001; Luca Rossi 004; Edwin R. Hancock (ICIAP (1), 2015)

An Aligned Subtree Kernel for Weighted Graphs. - Lu Bai 001; Luca Rossi 004; Zhihong Zhang 001; Edwin R. Hancock (ICML, 2015)

On the k-Anonymization of Time-Varying and Multi-Layer Social Graphs. - Luca Rossi 004; Mirco Musolesi; Andrea Torsello (ICWSM, 2015)

Privacy and the City: User Identification and Location Semantics in Location-Based Social Networks. - Luca Rossi 004; Matthew J. Williams; Christoph Stich; Mirco Musolesi (ICWSM, 2015)

Progmosis: Evaluating Risky Individual Behavior During Epidemics Using Mobile Network Data. - Antonio Lima; Veljko Pejovic; Luca Rossi 004; Mirco Musolesi; Marta C. González (CoRR, 2015)

Spatio-temporal techniques for user identification by means of GPS mobility data. - Luca Rossi 004; James Walker; Mirco Musolesi (EPJ Data Sci., 2015)

Unfolding Kernel embeddings of graphs: Enhancing class separation through manifold learning. - Luca Rossi 004; Andrea Torsello; Edwin R. Hancock (Pattern Recognit., 2015)

A quantum Jensen-Shannon graph kernel for unattributed graphs. - Lu Bai 001; Luca Rossi 004; Andrea Torsello; Edwin R. Hancock (Pattern Recognit., 2015)

A transitive aligned Weisfeiler-Lehman subtree kernel. - Lu Bai 001; Luca Rossi 004; Lixin Cui; Edwin R. Hancock (ICPR, 2016)

A novel entropy-based graph signature from the average mixing matrix. - Lu Bai 001; Luca Rossi 004; Lixin Cui; Edwin R. Hancock (ICPR, 2016)

Pub Crawling at Scale: Tapping Untappd to Explore Social Drinking. - Martin J. Chorley; Luca Rossi 004; Gareth Tyson; Matthew J. Williams (ICWSM, 2016)

The Average Mixing Matrix Signature. - Luca Rossi 004; Simone Severini; Andrea Torsello (S+SSPR, 2016)

Edge Centrality via the Holevo Quantity. - Joshua Lockhart; Giorgia Minello; Luca Rossi 004; Simone Severini; Andrea Torsello (S+SSPR, 2016)

Measuring Vertex Centrality Using the Holevo Quantity. - Luca Rossi 004; Andrea Torsello (GbRPR, 2017)

A Nested Alignment Graph Kernel Through the Dynamic Time Warping Framework. - Lu Bai 001; Luca Rossi 004; Lixin Cui; Edwin R. Hancock (GbRPR, 2017)

Adaptive Feature Selection Based on the Most Informative Graph-Based Features. - Lixin Cui; Yuhang Jiao 001; Lu Bai 001; Luca Rossi 004; Edwin R. Hancock (GbRPR, 2017)

Quantum kernels for unattributed graphs using discrete-time quantum walks. - Lu Bai 001; Luca Rossi 004; Lixin Cui; Zhihong Zhang 001; Peng Ren 001; Xiao Bai 001; Edwin R. Hancock (Pattern Recognit. Lett., 2017)

A Deep Hybrid Graph Kernel Through Deep Learning Networks. - Lixin Cui; Lu Bai 001; Luca Rossi 004; Yue Wang 014; Yuhang Jiao 001; Edwin R. Hancock (ICPR, 2018)

A Preliminary Survey of Analyzing Dynamic Time-Varying Financial Networks Using Graph Kernels. - Lixin Cui; Lu Bai 001; Luca Rossi 004; Zhihong Zhang 001; Yuhang Jiao 001; Edwin R. Hancock (S+SSPR, 2018)

A Mixed Entropy Local-Global Reproducing Kernel for Attributed Graphs. - Lixin Cui; Lu Bai 001; Luca Rossi 004; Zhihong Zhang 001; Lixiang Xu; Edwin R. Hancock (S+SSPR, 2018)

Venice through the Lens of Instagram: A Visual Narrative of Tourism in Venice. - Luca Rossi 004; Eric Boscaro; Andrea Torsello (WWW (Companion Volume), 2018)

A Quantum Spatial Graph Convolutional Neural Network using Quantum Passing Information. - Lu Bai 001; Yuhang Jiao 001; Luca Rossi 004; Lixin Cui; Jian Cheng 001; Edwin R. Hancock (CoRR, 2018)

Thermodynamic Analysis of Time Evolving Networks. - Cheng Ye 002; Richard C. Wilson 001; Luca Rossi 004; Andrea Torsello; Edwin R. Hancock (Entropy, 2018)

On the von Neumann entropy of graphs. - Giorgia Minello; Luca Rossi 004; Andrea Torsello (J. Complex Networks, 2019)

Can a Quantum Walk Tell Which Is Which?A Study of Quantum Walk-Based Graph Similarity. - Giorgia Minello; Luca Rossi 004; Andrea Torsello (Entropy, 2019)

You Can't See Me: Anonymizing Graphs Using the Szemerédi Regularity Lemma. - Daniele Foffano; Luca Rossi 004; Andrea Torsello (Frontiers Big Data, 2019)

The Average Mixing Kernel Signature. - Luca Cosmo; Giorgia Minello; Michael M. Bronstein; Luca Rossi 004; Andrea Torsello (ECCV (20), 2020)

Estimating the Manifold Dimension of a Complex Network Using Weyl's Law. - Luca Rossi 004; Andrea Torsello (S+SSPR, 2020)

Local-global nested graph kernels using nested complexity traces. - Lu Bai 001; Lixin Cui; Luca Rossi 004; Lixiang Xu; Xiao Bai 001; Edwin R. Hancock (Pattern Recognit. Lett., 2020)

A Quantum-Inspired Similarity Measure for the Analysis of Complete Weighted Graphs. - Lu Bai 001; Luca Rossi 004; Lixin Cui; Jian Cheng 001; Edwin R. Hancock (IEEE Trans. Cybern., 2020)

Graph Kernel Neural Networks. - Luca Cosmo; Giorgia Minello; Michael M. Bronstein; Emanuele Rodolà; Luca Rossi 004; Andrea Torsello (CoRR, 2021)

k-Anonymity on Graphs Using the Szemerédi Regularity Lemma. - Giorgia Minello; Luca Rossi 004; Andrea Torsello (IEEE Trans. Netw. Sci. Eng., 2021)

Learning Graph Convolutional Networks based on Quantum Vertex Information Propagation (Extended Abstract). - Lu Bai 001; Yuhang Jiao 001; Lixin Cui; Luca Rossi 004; Yue Wang 014; Philip S. Yu; Edwin R. Hancock (ICDE, 2022)

Classifying Me Softly: A Novel Graph Neural Network Based on Features Soft-Alignment. - Alessandro Bicciato; Luca Cosmo; Giorgia Minello; Luca Rossi 004; Andrea Torsello (S+SSPR, 2022)

A Novel Graph Kernel Based on the Wasserstein Distance and Spectral Signatures. - Yantao Liu; Luca Rossi 004; Andrea Torsello (S+SSPR, 2022)

3D Shape Analysis Through a Quantum Lens: the Average Mixing Kernel Signature. - Luca Cosmo; Giorgia Minello; Michael M. Bronstein; Emanuele Rodolà; Luca Rossi 004; Andrea Torsello (Int. J. Comput. Vis., 2022)

Learning Backtrackless Aligned-Spatial Graph Convolutional Networks for Graph Classification. - Lu Bai 001; Lixin Cui; Yuhang Jiao 001; Luca Rossi 004; Edwin R. Hancock (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

C2N-ABDP: Cluster-to-Node Attention-Based Differentiable Pooling. - Rongji Ye; Lixin Cui; Luca Rossi 004; Yue Wang 014; Zhuo Xu; Lu Bai 001; Edwin R. Hancock (GbRPR, 2023)

Learning Graph Convolutional Networks Based on Quantum Vertex Information Propagation. - Lu Bai 001; Yuhang Jiao 001; Lixin Cui; Luca Rossi 004; Yue Wang 014; Philip S. Yu; Edwin R. Hancock (IEEE Trans. Knowl. Data Eng., 2023)

GraFix: A Graph Transformer with Fixed Attention Based on the WL Kernel. - Lingfeng Zhang; Luca Cosmo; Giorgia Minello; Andrea Torsello; Luca Rossi 004 (ICPR (4), 2024)

LESI-GNN: An Interpretable Graph Neural Network Based on Local Structures Embedding. - Giorgia Minello; Lingfeng Zhang; Alessandro Bicciato; Luca Rossi 004; Andrea Torsello; Luca Cosmo (S+SSPR, 2024)

Graph Generation via Spectral Diffusion. - Giorgia Minello; Alessandro Bicciato; Luca Rossi 004; Andrea Torsello; Luca Cosmo (CoRR, 2024)

GNN-LoFI: A novel graph neural network through localized feature-based histogram intersection. - Alessandro Bicciato; Luca Cosmo; Giorgia Minello; Luca Rossi 004; Andrea Torsello (Pattern Recognit., 2024)

Generating Graphs via Spectral Diffusion. - Giorgia Minello; Alessandro Bicciato; Luca Rossi 004; Andrea Torsello; Luca Cosmo (ICLR, 2025)

Graph Kernel Neural Networks. - Luca Cosmo; Giorgia Minello; Alessandro Bicciato; Michael M. Bronstein; Emanuele Rodolà; Luca Rossi 004; Andrea Torsello (IEEE Trans. Neural Networks Learn. Syst., 2025)