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ORCIDLuca Rossi 0004
Person information
- affiliation: Queen Mary University of London, UK
- affiliation (former): Aston University, School of Engineering and Applied Science, Birmingham, UK
- affiliation (former): University of Birmingham, UK
- affiliation (former): Università Ca' Foscari di Venezia, Italy
Other persons with the same name
- Luca Rossi 0001 — Università Roma Tre, Italy
- Luca Rossi 0002 — University of Neuchatel, Switzerland
- Luca Rossi 0003
![[0000-0002-3629-2039]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-3629-2039")
— IT University of Copenhagen, Denmark (and 1 more) - Luca Rossi 0005 — Northeastern University, Boston, MA, USA
- Luca Rossi 0006 — School for Advanced Studies in the Social Sciences, Paris, France (and 1 more)
- Luca Rossi 0007 — Marche Polytechnic University, Ancona, Italy
- Luca Rossi 0008 — University of Padova, Department of Information Engineering, Italy
- Luca Rossi 0009 — Trinity College Dublin, Department of electrical Engineering, Ireland
- Luca Rossi 0010 — ISI Foundation, Turin, Italy
- Luca Rossi 0011 — Hong Kong Polytechnic University, Hong Kong
- Luca Rossi 0012 — Sapienza University of Rome, Department of Mathematics, Italy
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Books and Theses
- 2014
[b1]Luca Rossi:
Modeling, classification and analysis of graph structures. Ca' Foscari University of Venice, Italy, 2014
Journal Articles
- 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) - 2023
- [j15]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): 1747-1760 (2023) - 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) - [j13]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): 783-798 (2022) - 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) - 2020
- [j11]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: 87-95 (2020) - [j10]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): 1264-1277 (2020) - 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) - 2017
- [j5]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: 96-103 (2017) - 2015
- [j4]Luca Rossi, James Walker, Mirco Musolesi:
Spatio-temporal techniques for user identification by means of GPS mobility data. EPJ Data Sci. 4(1): 11 (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) - 2014
- [j1]Luca Rossi, Andrea Torsello:
Coarse-to-fine skeleton extraction for high resolution 3D meshes. Comput. Vis. Image Underst. 118: 140-152 (2014)
Conference and Workshop Papers
- 2023
- [c38]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: 70-80 - 2022
- [c37]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: 3132-3133 - [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 - 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 - 2018
- [c32]Lixin Cui, Lu Bai, Luca Rossi, Yue Wang, Yuhang Jiao, Edwin R. Hancock:
A Deep Hybrid Graph Kernel Through Deep Learning Networks. ICPR 2018: 1030-1035 - [c31]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: 237-247 - [c30]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: 501-511 - [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
- [c28]Lu Bai, Luca Rossi, Lixin Cui, Edwin R. Hancock:
A Nested Alignment Graph Kernel Through the Dynamic Time Warping Framework. GbRPR 2017: 59-69 - [c27]Luca Rossi, Andrea Torsello:
Measuring Vertex Centrality Using the Holevo Quantity. GbRPR 2017: 154-164 - [c26]Lixin Cui, Yuhang Jiao, Lu Bai, Luca Rossi, Edwin R. Hancock:
Adaptive Feature Selection Based on the Most Informative Graph-Based Features. GbRPR 2017: 276-287 - 2016
- [c25]Lu Bai, Luca Rossi, Lixin Cui, Edwin R. Hancock:
A transitive aligned Weisfeiler-Lehman subtree kernel. ICPR 2016: 396-401 - [c24]Lu Bai, Luca Rossi, Lixin Cui, Edwin R. Hancock:
A novel entropy-based graph signature from the average mixing matrix. ICPR 2016: 1339-1344 - [c23]Martin J. Chorley, Luca Rossi, Gareth Tyson, Matthew J. Williams:
Pub Crawling at Scale: Tapping Untappd to Explore Social Drinking. ICWSM 2016: 62-71 - [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
- [c20]Lu Bai, Luca Rossi, Peng Ren, Zhihong Zhang, Edwin R. Hancock:
A Quantum Jensen-Shannon Graph Kernel Using Discrete-Time Quantum Walks. GbRPR 2015: 252-261 - [c19]Lu Bai, Zhihong Zhang, Peng Ren, Luca Rossi, Edwin R. Hancock:
An Edge-Based Matching Kernel Through Discrete-Time Quantum Walks. ICIAP (1) 2015: 27-38 - [c18]Lu Bai, Luca Rossi, Zhihong Zhang, Edwin R. Hancock:
An Aligned Subtree Kernel for Weighted Graphs. ICML 2015: 30-39 - [c17]Luca Rossi, Mirco Musolesi, Andrea Torsello:
On the k-Anonymization of Time-Varying and Multi-Layer Social Graphs. ICWSM 2015: 377-386 - [c16]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: 387-396 - 2014
- [c15]Luca Rossi, Mirco Musolesi:
It's the way you check-in: identifying users in location-based social networks. COSN 2014: 215-226 - [c14]Antonio Lima, Luca Rossi, Mirco Musolesi:
Coding Together at Scale: GitHub as a Collaborative Social Network. ICWSM 2014 - [c13]Lu Bai, Luca Rossi, Horst Bunke, Edwin R. Hancock:
Attributed Graph Kernels Using the Jensen-Tsallis q-Differences. ECML/PKDD (1) 2014: 99-114 - [c12]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: 254 - [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
Editorship
- 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]
Informal and Other Publications
- 2024
- [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) - 2021
- [i8]Luca Cosmo, Giorgia Minello, Michael M. Bronstein, Emanuele Rodolà, Luca Rossi, Andrea Torsello:
Graph Kernel Neural Networks. CoRR abs/2112.07436 (2021) - 2019
- [i7]Lu Bai, Luca Rossi, Lixin Cui, Jian Cheng, Edwin R. Hancock:
A Quantum-inspired Similarity Measure for the Analysis of Complete Weighted Graphs. CoRR abs/1904.13239 (2019) - 2018
- [i6]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 abs/1809.01090 (2018) - 2015
- [i5]Luca Rossi, James Walker, Mirco Musolesi:
Spatio-Temporal Techniques for User Identification by means of GPS Mobility Data. CoRR abs/1501.06814 (2015) - [i4]Luca Rossi, Mirco Musolesi, Andrea Torsello:
On the k-Anonymization of Time-varying and Multi-layer Social Graphs. CoRR abs/1503.06497 (2015) - [i3]Luca Rossi, Matthew J. Williams, Christoph Stich, Mirco Musolesi:
Privacy and the City: User Identification and Location Semantics in Location-Based Social Networks. CoRR abs/1503.06499 (2015) - [i2]Antonio Lima, Veljko Pejovic, Luca Rossi, Mirco Musolesi, Marta C. González:
Progmosis: Evaluating Risky Individual Behavior During Epidemics Using Mobile Network Data. CoRR abs/1504.01316 (2015) - 2014
- [i1]Antonio Lima, Luca Rossi, Mirco Musolesi:
Coding Together at Scale: GitHub as a Collaborative Social Network. CoRR abs/1407.2535 (2014)
Coauthor Index
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last updated on 2024-08-05 21:21 CEST by the dblp team
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