Research output per year
Research output per year
Personal profile
Biography
Dr. Rossi received his BSc (2008), MSc (2010), and PhD (2013) in Computer Science from Ca' Foscari University of Venice (Italy). In 2012 he was a visiting researcher in the Department of Computer Science of the University of York (UK) and from 2013 to 2015 he worked as a Postdoctoral Researcher at the University of Birmingham (UK). Over the following years he held Assistant Professor positions with Aston University (UK), Southern University of Science and Technology (PRC), and Queen Mary University of London (UK).
In November 2022, Dr. Rossi joined the Department of Electronic and Information Engineering of the Hong Kong Polytechnic University as an Assistant Professor. His current research interests include the areas of graph-based pattern recognition, machine learning, data and network science. He is currently a member of the editorial board of the Pattern Recognition journal and vice-chair of the Technical Committee 2 of the International Association for Pattern Recognition.
Research interests
Graph-based pattern recognition, machine learning, data and network science.
Education/Academic qualification
Doctor of Philosophy in Computer Science, Ca' Foscari University of Venice
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Collaborations and top research areas from the last five years
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Research output
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GNN-LoFI: A novel graph neural network through localized feature-based histogram intersection
Bicciato, A., Cosmo, L., Minello, G., Rossi, L. & Torsello, A., Apr 2024, In: Pattern Recognition. 148, 110210.Research output: Journal article publication › Journal article › Academic research › peer-review
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Graph Kernel Neural Networks
Cosmo, L., Minello, G., Bicciato, A., Bronstein, M., Rodolà, E., Rossi, L. & Torsello, A., 30 May 2024, In: IEEE Transactions on Neural Networks and Learning Systems. p. 1-14 14 p., 10542111.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access -
Graph neural networks in vision-language image understanding: a survey
Senior, H., Slabaugh, G., Yuan, S. & Rossi, L., 29 Mar 2024, (Accepted/In press) In: Visual Computer. 01782789.Research output: Journal article publication › Review article › Academic research › peer-review
Open Access -
C2N-ABDP: Cluster-to-Node Attention-Based Differentiable Pooling
Ye, R., Cui, L., Rossi, L., Wang, Y., Xu, Z., Bai, L. & Hancock, E. R., Sept 2023, Graph-Based Representations in Pattern Recognition - 13th IAPR-TC-15 International Workshop, GbRPR 2023, Proceedings. Vento, M., Foggia, P., Carletti, V. & Conte, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 70-80 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14121 LNCS).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
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“Can I write this is ableist AF in a peer review?”: A corpus-driven analysis of Twitter engagement strategies across disciplinary groups
Xu, X., Gevers, J. & Rossi, L., 17 Dec 2023, In: Iberica. 2023, 46, p. 207-236 30 p.Research output: Journal article publication › Journal article › Academic research › peer-review
Open Access
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Aston University
Rossi, L. (Visiting researcher)
3 Jun 2024 → 8 Jun 2024Activity: Visiting an external institution › Visiting an external academic institution
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Queen Mary University of London
Rossi, L. (Visiting researcher)
7 Jun 2024Activity: Visiting an external institution › Visiting an external academic institution
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Ca' Foscari University of Venice
Rossi, L. (Visiting researcher)
10 Jun 2024 → 28 Jun 2024Activity: Visiting an external institution › Visiting an external academic institution
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Queen Mary University of London
Rossi, L. (Visiting researcher)
3 Jul 2023 → 8 Jul 2023Activity: Visiting an external institution › Visiting an external academic institution
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Ca' Foscari University of Venice
Rossi, L. (Visiting researcher)
5 Jun 2023 → 30 Jun 2023Activity: Visiting an external institution › Visiting an external academic institution