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
Research output
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BioX-CPath: Biologically-driven Explainable Diagnostics for Multistain IHC Computational Pathology
Gallagher-Syed, A., Senior, H., Alwazzan, O., Pontarini, E., Bombardieri, M., Pitzalis, C., Lewis, M. J., Barnes, M. R., Rossi, L. & Slabaugh, G., Jan 2025, (Accepted/In press) Proceedings of the Computer Vision and Pattern Recognition Conference.Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
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Generating Graphs via Spectral Diffusion
Minello, G., Bicciato, A., Rossi, L., Torsello, A. & Cosmo, L., Mar 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 18077-18096 20 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
Graph generation via spectral diffusion
Minello, G., Bicciato, A., Rossi, L., Torsello, A. & Cosmo, L., Mar 2025, The Thirteenth International Conference on Learning Representations. p. 1-20Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
Open Access -
LESI-GNN: An Interpretable Graph Neural Network Based on Local Structures Embedding
Minello, G., Zhang, L., Bicciato, A., Rossi, L., Torsello, A. & Cosmo, L., Jan 2025, Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshops, S+SSPR 2024, Revised Selected Papers. Torsello, A., Rossi, L., Cosmo, L. & Minello, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 72-81 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15444 LNCS).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
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SuperCap: Multi-resolution Superpixel-Based Image Captioning
Senior, H., Rossi, L., Slabaugh, G. & Yuan, S., Nov 2025, Pattern Recognition and Computer Vision - 8th Asian Conference on Pattern Recognition, ACPR 2025, Proceedings. Wallraven, C., He, R., Lovell, B. & Chakraborty, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 1-15 15 p. (Lecture Notes in Computer Science; vol. 16175 LNCS).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
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University of Bern
Rossi, L. (Visiting researcher)
30 Jun 2025 → 1 Jul 2025Activity: Visiting an external institution › Visiting an external academic institution
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Ca' Foscari University of Venice
Rossi, L. (Visiting researcher)
2 Jun 2025 → 13 Jun 2025Activity: Visiting an external institution › Visiting an external academic institution
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University of Alicante
Rossi, L. (Visiting researcher)
14 Jul 2025 → 15 Jul 2025Activity: 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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Aston University
Rossi, L. (Visiting researcher)
3 Jun 2024 → 8 Jun 2024Activity: Visiting an external institution › Visiting an external academic institution