Publications | Robert Jankowski

Physical Review E · 2026 · published

Shortest-path percolation on scale-free networks

M. Kim, L. Cirigliano, C. Castellano, H. Sun, R. Jankowski, A. Poggialini, F. Radicchi

Phys. Rev. E 113, 014314, 2026.

@article{kim2026shortestpath,
  title={Shortest-path percolation on scale-free networks},
  author={Kim, M. and Cirigliano, L. and Castellano, C. and Sun, H. and Jankowski, R. and Poggialini, A. and Radicchi, F.},
  journal={Physical Review E},
  volume={113},
  pages={014314},
  year={2026}
}

Communications Physics · 2026 · published

Mapping bipartite networks into multidimensional hyperbolic spaces

R. Jankowski, R. Aliakbarisani, M. À. Serrano, M. Boguñá

Communications Physics 9(36), 2026.

pdf code arxiv

@article{jankowski2026bipartite,
  title={Mapping bipartite networks into multidimensional hyperbolic spaces},
  author={Jankowski, R. and Aliakbarisani, R. and Serrano, M. A. and Bogu\~n\'a, M.},
  journal={Communications Physics},
  volume={9},
  pages={36},
  year={2026}
}

arXiv · 2025 · preprint

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.

pdf arxiv

@misc{rosselló2026tradeoffsstructuralrichnesscommunication,
  title={Trade-offs between structural richness and communication efficiency in music network representations}, 
  author={Lluc Bono Rosselló and Robert Jankowski and Hugues Bersini and Marián Boguñá and M. Ángeles Serrano},
  year={2026},
  eprint={2509.14053},
  archivePrefix={arXiv},
  primaryClass={physics.soc-ph},
  url={https://arxiv.org/abs/2509.14053}, 
}

arXiv · 2025 · preprint

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 arxiv

@misc{marcús2025chordlesscyclefiltrationsdimensionality,
  title={Chordless cycle filtrations for dimensionality detection in complex networks via topological data analysis}, 
  author={Aina Ferrà Marcús and Robert Jankowski and Meritxell Vila Miñana and Carles Casacuberta and M. Ángeles Serrano},
  year={2025},
  eprint={2509.08350},
  archivePrefix={arXiv},
  primaryClass={physics.soc-ph},
  url={https://arxiv.org/abs/2509.08350}, 
}

arXiv · 2025 · preprint

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 code arxiv

@misc{jankowski2025taskcomplexityshapesinternal,
   title={Task complexity shapes internal representations and robustness in neural networks}, 
   author={Robert Jankowski and Filippo Radicchi and M. Ángeles Serrano and Marián Boguñá and Santo Fortunato},
   year={2025},
   eprint={2508.05463},
   archivePrefix={arXiv},
   primaryClass={cs.LG},
   url={https://arxiv.org/abs/2508.05463}, 
 }

arXiv · 2024 · preprint

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 arxiv

@misc{aliakbarisani2024hyperbolicbenchmarkingunveilsnetwork,
    title={Hyperbolic Benchmarking Unveils Network Topology-Feature Relationship in GNN Performance}, 
    author={Roya Aliakbarisani and Robert Jankowski and M. Ángeles Serrano and Marián Boguñá},
    year={2024},
    eprint={2406.02772},
    archivePrefix={arXiv},
    primaryClass={cs.LG},
    url={https://arxiv.org/abs/2406.02772}, 
}

npj Complexity · 2024 · published

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 arxiv

@article{jankowski2024fidmercator,
  title={Feature-aware ultra-low dimensional reduction of real networks},
  author={Jankowski, R. and Hozhabrierdi, P. and Bogu\~n\'a, M. and Serrano, M. A.},
  journal={npj Complexity},
  volume={1},
  number={1},
  pages={13},
  year={2024}
}

Nature Communications · 2023 · published

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 arxiv

@article{jankowski2023dmercator,
  title={The D-Mercator method for the multidimensional hyperbolic embedding of real networks},
  author={Jankowski, R. and Allard, A. and Bogu\~n\'a, M. and Serrano, M. A.},
  journal={Nature Communications},
  volume={14},
  pages={7585},
  year={2023}
}

Entropy · 2022 · published

Role of Time Scales in the Coupled Epidemic-Opinion Dynamics on Multiplex Networks

R. Jankowski, A. Chmiel

Entropy 24:105, 2022.

pdf

@article{jankowski2022role,
title={Role of time scales in the coupled epidemic-opinion dynamics on multiplex networks},
author={Jankowski, Robert and Chmiel, Anna},
journal={Entropy},
volume={24},
number={1},
pages={105},
year={2022},
publisher={MDPI}
}

Acta Phys. Pol. A · 2020 · published

Determining Crucial Factors for the Popularity of Scientific Articles

R. Jankowski, J. Sienkiewicz

Acta Physica Polonica A 138(1):41–47, 2020.

pdf arxiv

@article{jankowski2020determining,
title={Determining crucial factors for the popularity of scientific articles},
author={Jankowski, Robert and Sienkiewicz, Julian},
journal={arXiv preprint arXiv:2001.09914},
year={2020}
}