How to make the top ten: Approximating PageRank from in-degree - Santo Fortunato; Marián Boguñá; Alessandro Flammini; Filippo Menczer (CoRR, 2005)

Decoding the structure of the WWW: facts versus sampling biases - M. Ángeles Serrano; Ana Gabriela Maguitman; Marián Boguñá; Santo Fortunato; Alessandro Vespignani (CoRR, 2005)

Approximating PageRank from In-Degree. - Santo Fortunato; Marián Boguñá; Alessandro Flammini; Filippo Menczer (WAW, 2006)

Self-similarity of complex networks and hidden metric spaces. - M. Ángeles Serrano; Dmitri V. Krioukov; Marián Boguñá (CoRR, 2007)

Navigability of Complex Networks - Marián Boguñá; Dmitri V. Krioukov; Kimberly C. Claffy (CoRR, 2007)

On Local Estimations of PageRank: A Mean Field Approach. - Santo Fortunato; Marián Boguñá; Alessandro Flammini; Filippo Menczer (Internet Math., 2007)

Decoding the structure of the WWW: A comparative analysis of Web crawls. - M. Ángeles Serrano; Ana Gabriela Maguitman; Marián Boguñá; Santo Fortunato; Alessandro Vespignani (ACM Trans. Web, 2007)

Efficient Navigation in Scale-Free Networks Embedded in Hyperbolic Metric Spaces - Dmitri V. Krioukov; Fragkiskos Papadopoulos; Marián Boguñá; Amin Vahdat (CoRR, 2008)

Navigating ultra-small worlds in ultra-short time - Marián Boguñá; Dmitri V. Krioukov (CoRR, 2008)

On curvature and temperature of complex networks - Dmitri V. Krioukov; Fragkiskos Papadopoulos; Amin Vahdat; Marián Boguñá (CoRR, 2009)

Extracting the multiscale backbone of complex weighted networks - M. Ángeles Serrano; Marián Boguñá; Alessandro Vespignani (CoRR, 2009)

How small are building blocks of complex networks - Almerima Jamakovic; Priya Mahadevan; Amin Vahdat; Marián Boguñá; Dmitri V. Krioukov (CoRR, 2009)

Greedy forwarding in scale-free networks embedded in hyperbolic metric spaces. - Dmitri V. Krioukov; Fragkiskos Papadopoulos; Marián Boguñá; Amin Vahdat (SIGMETRICS Perform. Evaluation Rev., 2009)

Greedy Forwarding in Dynamic Scale-Free Networks Embedded in Hyperbolic Metric Spaces. - Fragkiskos Papadopoulos; Dmitri V. Krioukov; Marián Boguñá; Amin Vahdat (INFOCOM, 2010)

Hyperbolic Geometry of Complex Networks - Dmitri V. Krioukov; Fragkiskos Papadopoulos; Maksim Kitsak; Amin Vahdat; Marián Boguñá (CoRR, 2010)

Sustaining the Internet with Hyperbolic Mapping - Marián Boguñá; Fragkiskos Papadopoulos; Dmitri V. Krioukov (CoRR, 2010)

Percolation in self-similar networks - M. Ángeles Serrano; Dmitri V. Krioukov; Marián Boguñá (CoRR, 2010)

Popularity versus Similarity in Growing Networks - Fragkiskos Papadopoulos; Marián Boguñá; Dmitri V. Krioukov (CoRR, 2011)

Epidemic spreading on interconnected networks - Anna Saumell-Mendiola; M. Ángeles Serrano; Marián Boguñá (CoRR, 2012)

Network Cosmology - Dmitri V. Krioukov; Maksim Kitsak; Robert S. Sinkovits; David Rideout; David Meyer; Marián Boguñá (CoRR, 2012)

Clustering of random scale-free networks - Pol Colomer-de-Simon; Marián Boguñá (CoRR, 2012)

Measuring the evolution of contemporary western popular music - Joan Serrà; Alvaro Corral; Marián Boguñá; Martín Haro; Josep Lluís Arcos (CoRR, 2012)

Deciphering the global organization of clustering in real complex networks. - Pol Colomer-de-Simon; M. Ángeles Serrano; Mariano G. Beiró; J. Ignacio Alvarez-Hamelin; Marián Boguñá (CoRR, 2013)

Double percolation phase transition in clustered complex networks. - Pol Colomer-de-Simon; Marián Boguñá (CoRR, 2014)

Trade-off between virality and mass media influence in the topological evolution of online social networks. - Kaj-Kolja Kleineberg; Marián Boguñá (CoRR, 2014)

Ecology 2.0: Coexistence and Domination among Interacting Networks. - Kaj-Kolja Kleineberg; Marián Boguñá (CoRR, 2014)

A 1: 1000 scale model of the digital world: Global connectivity can lead to the extinction of local networks. - Kaj-Kolja Kleineberg; Marián Boguñá (CoRR, 2015)

How random are complex networks. - Chiara Orsini 001; Marija Mitrovic Dankulov; Almerima Jamakovic; Priya Mahadevan; Pol Colomer-de-Simon; Amin Vahdat; Kevin E. Bassler; Zoltán Toroczkai; Marián Boguñá; Guido Caldarelli; Santo Fortunato; Dmitri V. Krioukov (CoRR, 2015)

Emergence of Soft Communities from Geometric Preferential Attachment. - Konstantin Zuev; Marián Boguñá; Ginestra Bianconi; Dmitri V. Krioukov (CoRR, 2015)

Geometric correlations in real multiplex networks: multidimensional communities, trans-layer link prediction, and efficient navigation. - Kaj-Kolja Kleineberg; Marián Boguñá; M. Ángeles Serrano; Fragkiskos Papadopoulos (CoRR, 2016)

Geometric correlations mitigate the extreme vulnerability of multiplex networks against targeted attacks. - Kaj-Kolja Kleineberg; Lubos Buzna; Fragkiskos Papadopoulos; Marián Boguñá; M. Ángeles Serrano (CoRR, 2017)

Mercator: uncovering faithful hyperbolic embeddings of complex networks. - Guillermo García-Pérez; Antoine Allard; M. Ángeles Serrano; Marián Boguñá (CoRR, 2019)

Community Detection in the Hyperbolic Space. - Matteo Bruno; Sandro Ferreira Sousa; Furkan Gursoy; Matteo Serafino; Francesca V. Vianello; Ana Vranic; Marián Boguñá (CoRR, 2019)

Small worlds and clustering in spatial networks. - Marián Boguñá; Dmitri V. Krioukov; Pedro Almagro; M. Ángeles Serrano (CoRR, 2019)

Network Geometry. - Marián Boguñá; Ivan Bonamassa; Manlio De Domenico; Shlomo Havlin; Dmitri V. Krioukov; M. Ángeles Serrano (CoRR, 2020)

Detecting the ultra low dimensionality of real networks. - Pedro Almagro; Marián Boguñá; M. Ángeles Serrano (CoRR, 2021)

Geometric description of clustering in directed networks. - Antoine Allard; M. Ángeles Serrano; Marián Boguñá (CoRR, 2023)

Feature-aware ultra-low dimensional reduction of real networks. - Robert Jankowski; Pegah Hozhabrierdi; Marián Boguñá; M. Ángeles Serrano (CoRR, 2024)

Hyperbolic Benchmarking Unveils Network Topology-Feature Relationship in GNN Performance. - Roya Aliakbarisani; Robert Jankowski; M. Ángeles Serrano; Marián Boguñá (CoRR, 2024)

Mapping bipartite networks into multidimensional hyperbolic spaces. - Robert Jankowski; Roya Aliakbarisani; M. Ángeles Serrano; Marián Boguñá (CoRR, 2025)

Task complexity shapes internal representations and robustness in neural networks. - Robert Jankowski; Filippo Radicchi; M. Ángeles Serrano; Marián Boguñá; Santo Fortunato (CoRR, 2025)