Published in arxiv, 2025
Jankowski, R., Radicchi, F., Serrano, M., Boguñá, M., & Fortunato, S. (2025). Task complexity shapes internal representations and robustness in neural networks. arXiv preprint arXiv:2508.05463. https://arxiv.org/abs/2508.05463
Published in arxiv, 2025
Jankowski, R., Aliakbarisani, R., Serrano, M., & Boguñá, M. (2025). Mapping bipartite networks into multidimensional hyperbolic spaces. arXiv preprint arXiv:2503.04316 https://arxiv.org/abs/2406.02772
Published in arxiv, 2024
Aliakbarisani, R., Jankowski, R., Serrano, M., & Boguñá, M. (2024). Hyperbolic Benchmarking Unveils Network Topology-Feature Relationship in GNN Performance. arXiv preprint arXiv:2406.02772. https://arxiv.org/abs/2406.02772
Published in npj Complexity, 2024
Jankowski, R., Hozhabrierdi, P., Boguñá, M., & Serrano, M. Á. (2024). Feature-aware ultra-low dimensional reduction of real networks. npj Complexity, 1(1), 13. https://www.nature.com/articles/s44260-024-00013-z
Published in Nature Communications, 2023
Jankowski, R., Allard, A., Boguñá, M. & Serrano, M. The D-Mercator method for the multidimensional hyperbolic embedding of real networks. Nat Commun 14, 7585 (2023). https://www.nature.com/articles/s41467-023-43337-5
Published in Entropy, 2022
Jankowski, R.; Chmiel, A. Role of Time Scales in the Coupled Epidemic-Opinion Dynamics on Multiplex Networks. Entropy 2022, 24, 105. https://doi.org/10.3390/e24010105 https://www.mdpi.com/1099-4300/24/1/105
Published in ACTA PHYSICA POLONICA A, 2020
R. Jankowski, J. Sienkiewicz, Acta Phys Pol A 138(1), 41-47 (2020), doi: 10.12693/APhysPolA.138.41 http://przyrbwn.icm.edu.pl/APP/PDF/138/app138z1p06.pdf