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Robert Jankowski

PhD student
University of Barcelona
robert.jankowski (at) ub.edu


Publications [Google Scholar]

  1. arXiv
    Network representations reveal structured uncertainty in music
    L. B. Rosselló, R. Jankowski, H. Bersini, M. Boguñá, M. À. Serrano
    arXiv preprint arXiv:2509.14053, 2025.
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  2. arXiv
    Shortest-path percolation on scale-free networks
    M. Kim, L. Cirigliano, C. Castellano, H. Sun, R. Jankowski, A. Poggialini, F. Radicchi
    arXiv preprint arXiv:2509.09142, 2025.
    PDF Code

  3. arXiv
    Chordless cycle filtrations for dimensionality detection in complex networks via topological data analysis
    A. F. Marcús, R. Jankowski, M. V. Miñana, C. Casacuberta, M. À. Serrano
    arXiv preprint arXiv:2509.08350, 2025.
    PDF

  4. arXiv
    Task complexity shapes internal representations and robustness in neural networks
    R. Jankowski, F. Radicchi, M. À. Serrano, M. Boguñá, S. Fortunato
    arXiv preprint arXiv:2508.05463, 2025.
    PDF

  5. arXiv
    Mapping bipartite networks into multidimensional hyperbolic spaces
    R. Jankowski, R. Aliakbarisani, M. À. Serrano, M. Boguñá
    arXiv preprint arXiv:2503.04316, 2025.
    PDF

  6. arXiv
    Hyperbolic Benchmarking Unveils Network Topology-Feature Relationship in GNN Performance
    R. Aliakbarisani, R. Jankowski, M. À. Serrano, M. Boguñá
    arXiv preprint arXiv:2406.02772, 2024.
    PDF Code

  7. npj Complexity
    Feature-aware ultra-low dimensional reduction of real networks
    R. Jankowski, P. Hozhabrierdi, M. Boguñá, M. À. Serrano
    npj Complexity 1(1):13, 2024.
    PDF Code

  8. Nat. Commun.
    The D-Mercator method for the multidimensional hyperbolic embedding of real networks
    R. Jankowski, A. Allard, M. Boguñá, M. À. Serrano
    Nature Communications 14:7585, 2023.
    PDF Code

  9. Entropy
    Role of Time Scales in the Coupled Epidemic-Opinion Dynamics on Multiplex Networks
    R. Jankowski, A. Chmiel
    Entropy 24:105, 2022.
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  10. Acta Phys. Pol. A
    Determining Crucial Factors for the Popularity of Scientific Articles
    R. Jankowski, J. Sienkiewicz
    Acta Physica Polonica A 138(1):41–47, 2020.
    PDF