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Luca Rossi

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Luca Rossi

 https://orcid.org/0000-0002-6116-9761
20112026

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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  • 45 Conference article published in proceeding or book
  • 21 Journal article
  • 2 Conference presentation (not published in journal/proceeding/book)
  • 2 Editorial
  • More

  • ChemPRM: Improving Retrosynthesis by Structured Intermediate Process Reward

    Zhang, L., Ye, X., Liu, L., Xiaonan, Z., Fang, X. & Rossi, L., Jul 2026, (Accepted/In press).

    Research output: Unpublished conference presentation (presented paper, abstract, poster) › Conference presentation (not published in journal/proceeding/book) › Academic research › peer-review

    Open Access

  • Diagnosing Alzheimer's disease using hypergraph neural networks with prompt tuning

    Liu, C., Cosmo, L. & Rossi, L., Aug 2026, In: Pattern Recognition. 176, p. 1-11 11 p., 113290.

    Research output: Journal article publication › Journal article › Academic research › peer-review

    Open Access
    3   Link opens in a new tab Citations (Scopus)

  • SP-GCRL: Influence Maximization on Incomplete Social Graphs

    Niu, H., Yang, Y., Zhang, L., Li, H., Liang, J., Luo, Z. & Rossi, L., May 2026, Database Systems for Advanced Applications - 31st International Conference, DASFAA 2026, Proceedings. Jung, H., Wang, T., Toyoda, M., Kwon, H.-Y. & Lee, J.-W. (eds.). p. 334-350 17 p. (Lecture Notes in Computer Science; vol. 16536 LNCS).

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

  • 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., Aug 2025, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 10372-10383 12 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

    Open Access
    1   Link opens in a new tab Citation (Scopus)

  • 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 Access
    5   Link opens in a new tab Citations (Scopus)
View all 71 research outputs
  • 8 Visiting an external academic institution
  • 1 Editorial work for journals
  • 1 Office holder / member of committee
View all 10 activities