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Scalable detection of statistically significant communities and hierarchies, using message passing for modularity

Proceedings of the National Academy of Sciences - PNAS, 2014-12, Vol.111 (51), p.18144-18149

2014

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Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications

Physical review. E, Statistical, nonlinear, and soft matter physics, 2011-12, Vol.84 (6 Pt 2), p.066106-066106, Article 066106

2011

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Inference and phase transitions in the detection of modules in sparse networks

Physical review letters, 2011-08, Vol.107 (6), p.065701-065701, Article 065701

2011

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Information-Theoretic Bounds and Phase Transitions in Clustering, Sparse PCA, and Submatrix Localization

IEEE transactions on information theory, 2018-07, Vol.64 (7), p.4872-4894

2018

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Spectral redemption in clustering sparse networks

Proceedings of the National Academy of Sciences - PNAS, 2013-12, Vol.110 (52), p.20935-20940

2013

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Detectability Thresholds and Optimal Algorithms for Community Structure in Dynamic Networks

Physical review. X, 2016-07, Vol.6 (3), p.031005, Article 031005

2016

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Percolation thresholds and Fisher exponents in hypercubic lattices

Physical review. E, 2018-08, Vol.98 (2-1), p.022120-022120, Article 022120

2018

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Hierarchical structure and the prediction of missing links in networks

Nature (London), 2008-05, Vol.453 (7191), p.98-101

2008

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Phase transitions in semisupervised clustering of sparse networks

Physical review. E, Statistical, nonlinear, and soft matter physics, 2014-11, Vol.90 (5-1), p.052802-052802, Article 052802

2014

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On the universal structure of human lexical semantics

Proceedings of the National Academy of Sciences - PNAS, 2016-02, Vol.113 (7), p.1766-1771

2016

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Community detection, link prediction, and layer interdependence in multilayer networks

Physical review. E, 2017-04, Vol.95 (4-1), p.042317-042317, Article 042317

2017

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Effective resistance against pandemics: Mobility network sparsification for high-fidelity epidemic simulations

PLoS computational biology, 2022-11, Vol.18 (11), p.e1010650-e1010650

2022

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Finding community structure in very large networks

Physical review. E, Statistical, nonlinear, and soft matter physics, 2004-12, Vol.70 (6 Pt 2), p.066111-066111, Article 066111

2004

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Continuum percolation thresholds in two dimensions

Physical review. E, Statistical, nonlinear, and soft matter physics, 2012-12, Vol.86 (6 Pt 1), p.061109-061109, Article 061109

2012

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Minimum Circuit Size, Graph Isomorphism, and Related Problems

SIAM journal on computing, 2018-01, Vol.47 (4), p.1339-1372

2018

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Transdisciplinary electric power grid science

Proceedings of the National Academy of Sciences - PNAS, 2013-07, Vol.110 (30), p.12159-12159

2013

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Accuracy and scaling phenomena in internet mapping

Physical review letters, 2005-01, Vol.94 (1), p.018701.1-018701.4, Article 018701

2005

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Series expansion of the percolation threshold on hypercubic lattices

Journal of physics. A, Mathematical and theoretical, 2018-11, Vol.51 (47), p.475001

2018

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Percolation Is Odd

Physical review letters, 2019-12, Vol.123 (23), p.230605-230605, Article 230605

2019

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Percolation thresholds in hyperbolic lattices

Physical review. E, 2017-10, Vol.96 (4-1), p.042116-042116, Article 042116

2017

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The Spectrum of the Grigoriev–Laurent Pseudomoments

SIAM journal on discrete mathematics, 2024-01, Vol.38 (1), p.103-131

2024

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Phase transitions in community detection: A solvable toy model

Europhysics letters, 2014-05, Vol.106 (4), p.48004-p1-48004-p6

2014

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Message-passing approach for threshold models of behavior in networks

Physical review. E, Statistical, nonlinear, and soft matter physics, 2014-02, Vol.89 (2), p.022805-022805, Article 022805

2014

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Dynamic networks from hierarchical bayesian graph clustering

PloS one, 2010-01, Vol.5 (1), p.e8118-e8118

2010

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Codes, lower bounds, and phase transitions in the symmetric rendezvous problem

Random structures & algorithms, 2016-12, Vol.49 (4), p.742-765

2016

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Scalable detection of statistically significant communities and hierarchies, using message passing for modularity

Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications

Inference and phase transitions in the detection of modules in sparse networks

Information-Theoretic Bounds and Phase Transitions in Clustering, Sparse PCA, and Submatrix Localization

Spectral redemption in clustering sparse networks

Detectability Thresholds and Optimal Algorithms for Community Structure in Dynamic Networks

Percolation thresholds and Fisher exponents in hypercubic lattices

Hierarchical structure and the prediction of missing links in networks

Phase transitions in semisupervised clustering of sparse networks

On the universal structure of human lexical semantics

Community detection, link prediction, and layer interdependence in multilayer networks

Effective resistance against pandemics: Mobility network sparsification for high-fidelity epidemic simulations

Finding community structure in very large networks

Continuum percolation thresholds in two dimensions

Minimum Circuit Size, Graph Isomorphism, and Related Problems

Transdisciplinary electric power grid science

Accuracy and scaling phenomena in internet mapping

Series expansion of the percolation threshold on hypercubic lattices

Percolation Is Odd

Percolation thresholds in hyperbolic lattices

The Spectrum of the Grigoriev–Laurent Pseudomoments

Phase transitions in community detection: A solvable toy model

Message-passing approach for threshold models of behavior in networks

Dynamic networks from hierarchical bayesian graph clustering

Codes, lower bounds, and phase transitions in the symmetric rendezvous problem

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