Luca Rossi

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Luca Rossi

 https://orcid.org/0000-0002-6116-9761
Calculated based on number of publications stored in Pure and citations from Scopus
20112025

Research activity 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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  • 40 Conference article published in proceeding or book
  • 20 Journal article
  • 2 Editorial
  • 1 Review article

  • 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

  • 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

    2 Citations (Scopus)

  • GraFix: A Graph Transformer with Fixed Attention Based on the WL Kernel

    Zhang, L., Cosmo, L., Minello, G., Torsello, A. & Rossi, L., Nov 2024, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 435-450 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15304 LNCS).

    Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

  • 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
    20 Citations (Scopus)

  • 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
    3 Citations (Scopus)
View all 63 research outputs
  • 5 Visiting an external academic institution
  • 1 Editorial work for journals
  • 1 Office holder / member of committee
View all 7 activities