David F. Gleich

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All published works

Action	Title	Year	Authors
+ PDF Chat	A spatial hypergraph model where epidemic spread demonstrates clear higher-order effects	2024	Omar El-daghar Yu Zhu David F. Gleich
+ PDF Chat	Suboptimality bounds for trace-bounded SDPs enable a faster and scalable low-rank SDP solver SDPLR+	2024	Y. P. Huang David F. Gleich
+ PDF Chat	Densest Subhypergraph: Negative Supermodular Functions and Strongly Localized Methods	2024	Y. P. Huang David F. Gleich Nate Veldt
+ PDF Chat	Better than best low-rank approximation with the singular value decomposition	2024	David F. Gleich
+	GTDA-based ReebNet for full ImageNet data with ResNet, VOLO, and AlexNet	2023	Meng Liu David F. Gleich
+	GTDA-based ReebNet for full ImageNet data with ResNet, VOLO, and AlexNet	2023	Meng Liu David F. Gleich
+	A flexible PageRank-based graph embedding framework closely related to spectral eigenvector embeddings	2023	Disha Shur Yufan Huang David F. Gleich
+	Dominant Z-Eigenpairs of Tensor Kronecker Products Decouple	2023	Charles Colley Huda Nassar David F. Gleich
+ PDF Chat	Flow-Based Algorithms for Improving Clusters: A Unifying Framework, Software, and Performance	2023	Kimon Fountoulakis Meng Liu David F. Gleich Michael W. Mahoney
+	A Cheeger Inequality for Size-Specific Conductance	2023	Yufan Huang David F. Gleich
+	Theoretical bounds on the network community profile from low-rank semi-definite programming	2023	Yufan Huang C. Seshadhri David F. Gleich
+	Densest Subhypergraph: Negative Supermodular Functions and Strongly Localized Methods	2023	Yufan Huang David F. Gleich Nate Veldt
+	Multi-scale Local Network Structure Critically Impacts Epidemic Spread and Interventions	2023	Omar El-daghar Michael W. Mahoney David F. Gleich
+ PDF Chat	Fauci-Email: A JSON Digest of Anthony Fauci’s Released Emails	2022	Austin R. Benson Nate Veldt David F. Gleich
+	fauci-email: a json digest of Anthony Fauci's released emails	2022	Austin R. Benson Nate Veldt David F. Gleich
+	fauci-email: a json digest of Anthony Fauci's released emails	2022	Austin R. Benson Nate Veldt David F. Gleich
+	A flexible PageRank-based graph embedding framework closely related to spectral eigenvector embeddings	2022	Disha Shur Yufan Huang David F. Gleich
+	Topological structure of complex predictions	2022	Meng Liu Tamal K. Dey David F. Gleich
+	Dimensionality of Social Networks Using Motifs and Eigenvalues	2021	Anthony Bonato David F. Gleich Myunghwan Kim Dieter Mitsche Paweł Prałat Yanhua Tian Stephen J. Young
+	Strongly Local Hypergraph Diffusions for Clustering and Semi-supervised Learning	2021	Meng Liu Nate Veldt Haoyu Song Li Pan David F. Gleich
+	Higher-order Network Analysis Takes Off, Fueled by Classical Ideas and New Data.	2021	Austin R. Benson David F. Gleich Desmond J. Higham
+	Scalable Algorithms for Multiple Network Alignment	2021	Huda Nassar Γεώργιος Κόλλιας Ananth Grama David F. Gleich
+	Higher-order Network Analysis Takes Off, Fueled by Classical Ideas and New Data	2021	Austin R. Benson David F. Gleich Desmond J. Higham
+	fauci-email: a json digest of Anthony Fauci's released emails	2021	Austin R. Benson Nate Veldt David F. Gleich
+ PDF Chat	Local hypergraph clustering using capacity releasing diffusion	2020	Rania Ibrahim David F. Gleich
+	Addressing Computational Bottlenecks in Higher-Order Graph Matching with Tensor Kronecker Product Structure.	2020	Charles Colley Huda Nassar David F. Gleich
+	Parameterized Correlation Clustering in Hypergraphs and Bipartite Graphs	2020	Nate Veldt Anthony Wirth David F. Gleich
+	Parameterized Correlation Clustering in Hypergraphs and Bipartite Graphs	2020	Nate Veldt Anthony Wirth David F. Gleich
+	Parameterized Objectives and Algorithms for Clustering Bipartite Graphs and Hypergraphs	2020	Nate Veldt Anthony Wirth David F. Gleich
+	Flow-based Algorithms for Improving Clusters: A Unifying Framework, Software, and Performance	2020	Kimon Fountoulakis Muyang Liu David F. Gleich M. W. Michael
+	Strongly local p-norm-cut algorithms for semi-supervised learning and local graph clustering	2020	Meng Liu David F. Gleich
+	Strongly Local Hypergraph Diffusions for Clustering and Semi-supervised Learning	2020	Meng Liu Nate Veldt Haoyu Song Pan Li David F. Gleich
+ PDF Chat	A Parallel Projection Method for Metric Constrained Optimization	2020	Cameron Ruggles Nate Veldt David F. Gleich
+	Parameterized Correlation Clustering in Hypergraphs and Bipartite Graphs	2020	Nate Veldt Anthony Wirth David F. Gleich
+	Dominant Z-Eigenpairs of Tensor Kronecker Products are Decoupled and Applications to Higher-Order Graph Matching	2020	Charles Colley Huda Nassar David F. Gleich
+ PDF Chat	Centrality in Dynamic Competition Networks	2019	Anthony Bonato Nicole Eikmeier David F. Gleich Rehan Malik
+	Classes of preferential attachment and triangle preferential attachment models with power-law spectra	2019	Nicole Eikmeier David F. Gleich
+	Centrality in dynamic competition networks	2019	Anthony Bonato Nicole Eikmeier David F. Gleich Rehan Malik
+	Pairwise link prediction	2019	Huda Nassar Austin R. Benson David F. Gleich
+	Rigid Graph Alignment	2019	Vikram Ravindra Huda Nassar David F. Gleich Ananth Grama
+	Pairwise Link Prediction	2019	Huda Nassar Austin R. Benson David F. Gleich
+ PDF Chat	Learning Resolution Parameters for Graph Clustering	2019	Nate Veldt David F. Gleich Anthony Wirth
+ PDF Chat	Flow-Based Local Graph Clustering with Better Seed Set Inclusion	2019	Nate Veldt Christine Klymko David F. Gleich
+	Learning Resolution Parameters for Graph Clustering	2019	Nate Veldt David F. Gleich Anthony Wirth
+	A Parallel Projection Method for Metric Constrained Optimization	2019	Cameron Ruggles Nate Veldt David F. Gleich
+	A Parallel Projection Method for Metric Constrained Optimization	2019	Cameron Ruggles Nate Veldt David F. Gleich
+	Triangle Preferential Attachment Has Power-law Degrees and Eigenvalues; Eigenvalues Are More Stable to Network Sampling	2019	Nicole Eikmeier David F. Gleich
+ PDF Chat	Coin-Flipping, Ball-Dropping, and Grass-Hopping for Generating Random Graphs from Matrices of Edge Probabilities	2019	Arjun S. Ramani Nicole Eikmeier David F. Gleich
+	Graph Clustering in All Parameter Regimes	2019	Junhao Gan David F. Gleich Nate Veldt Anthony Wirth Xin Zhang
+ PDF Chat	Multiway Monte Carlo Method for Linear Systems	2019	Tao Wu David F. Gleich
+ PDF Chat	Computing Tensor $Z$-Eigenvectors with Dynamical Systems	2019	Austin R. Benson David F. Gleich
+	Centrality in dynamic competition networks	2019	Anthony Bonato Nicole Eikmeier David F. Gleich Rehan Malik
+	Pairwise Link Prediction	2019	Huda Nassar Austin R. Benson David F. Gleich
+	Learning Resolution Parameters for Graph Clustering	2019	Nate Veldt David F. Gleich Anthony Wirth
+	A Parallel Projection Method for Metric Constrained Optimization	2019	Cameron Ruggles Nate Veldt David F. Gleich
+	Rigid Graph Alignment	2019	Vikram Ravindra Huda Nassar David F. Gleich Ananth Grama
+	Flow-Based Local Graph Clustering with Better Seed Set Inclusion	2018	Nate Veldt Christine Klymko David F. Gleich
+ PDF Chat	The HyperKron Graph Model for Higher-Order Features	2018	Nicole Eikmeier Arjun S. Ramani David F. Gleich
+	The HyperKron Graph Model for higher-order features	2018	Nicole Eikmeier Arjun S. Ramani David F. Gleich
+	Correlation clustering generalized	2018	David F. Gleich Nate Veldt Anthony Wirth
+	Computing tensor Z-eigenvectors with dynamical systems	2018	Austin R. Benson David F. Gleich
+	A Projection Method for Metric-Constrained Optimization	2018	Nate Veldt David F. Gleich Anthony Wirth James Saunderson
+	Low rank methods for multiple network alignment	2018	Huda Nassar Γεώργιος Κόλλιας Ananth Grama David F. Gleich
+	A Short Introduction to Local Graph Clustering Methods and Software	2018	Kimon Fountoulakis David F. Gleich Michael W. Mahoney
+	Correlation Clustering Generalized	2018	David F. Gleich Nate Veldt Anthony Wirth
+ PDF Chat	Dynamic Competition Networks: Detecting Alliances and Leaders	2018	Anthony Bonato Nicole Eikmeier David F. Gleich Rehan Malik
+	A Correlation Clustering Framework for Community Detection	2018	Nate Veldt David F. Gleich Anthony Wirth
+	Flow-Based Local Graph Clustering with Better Seed Set Inclusion	2018	Nate Veldt Christine Klymko David F. Gleich
+	The HyperKron Graph Model for higher-order features	2018	Nicole Eikmeier Arjun S. Ramani David F. Gleich
+	Computing tensor Z-eigenvectors with dynamical systems	2018	Austin R. Benson David F. Gleich
+	Dynamic Competition Networks: detecting alliances and leaders	2018	Anthony Bonato Nicole Eikmeier David F. Gleich Rehan Malik
+ PDF Chat	Unifying Sparsest Cut, Cluster Deletion, and Modularity Clustering Objectives with Correlation Clustering.	2017	Nate Veldt David F. Gleich Anthony Wirth
+	Coin-flipping, ball-dropping, and grass-hopping for generating random graphs from matrices of edge probabilities	2017	Arjun S. Ramani Nicole Eikmeier David F. Gleich
+ PDF Chat	Retrospective Higher-Order Markov Processes for User Trails	2017	Tao Wu David F. Gleich
+	Revisiting Power-law Distributions in Spectra of Real World Networks	2017	Nicole Eikmeier David F. Gleich
+ PDF Chat	Multimodal Network Alignment	2017	Huda Nassar David F. Gleich
+ PDF Chat	Localization in Seeded PageRank	2017	David F. Gleich Huda Nassar Kyle Kloster
+	Retrospective Higher-Order Markov Processes for User Trails	2017	Tao Wu David F. Gleich
+ PDF Chat	Correlation Clustering with Low-Rank Matrices	2017	Nate Veldt Anthony Wirth David F. Gleich
+	Multimodal Network Alignment	2017	Huda Nassar David F. Gleich
+	Deconvolving Feedback Loops in Recommender Systems	2017	Ayan Sinha David F. Gleich Karthik Ramani
+	Multimodal Network Alignment.	2017	Huda Nassar David F. Gleich
+ PDF Chat	AptRank: an adaptive PageRank model for protein function prediction on bi-relational graphs	2017	Biaobin Jiang Kyle Kloster David F. Gleich Michael Gribskov
+ PDF Chat	An Optimization Approach to Locally-Biased Graph Algorithms	2017	Kimon Fountoulakis David F. Gleich Michael W. Mahoney
+ PDF Chat	Erasure Coding for Fault-Oblivious Linear System Solvers	2017	Yao Zhu David F. Gleich Ananth Grama
+ PDF Chat	The Spacey Random Walk: A Stochastic Process for Higher-Order Data	2017	Austin R. Benson David F. Gleich Lek‐Heng Lim
+	Multimodal Network Alignment	2017	Huda Nassar David F. Gleich
+	Retrospective Higher-Order Markov Processes for User Trails	2017	Tom Wu David F. Gleich
+	Coin-flipping, ball-dropping, and grass-hopping for generating random graphs from matrices of edge probabilities	2017	Arjun S. Ramani Nicole Eikmeier David F. Gleich
+	Deconvolving Feedback Loops in Recommender Systems	2017	Ayan Sinha David F. Gleich Karthik Ramani
+	Correlation Clustering with Low-Rank Matrices	2016	Nate Veldt Anthony Wirth David F. Gleich
+	Multi-way Monte Carlo Method for Linear Systems	2016	Tao Wu David F. Gleich
+	Triangular Alignment (TAME): A Tensor-Based Approach for Higher-Order Network Alignment	2016	Shahin Mohammadi David F. Gleich Tamara G. Kolda Ananth Grama
+	An optimization approach to locally-biased graph algorithms	2016	Kimon Fountoulakis David F. Gleich Michael W. Mahoney
+	Higher-order organization of complex networks	2016	Austin R. Benson David F. Gleich Jure Leskovec
+ PDF Chat	Seeded PageRank solution paths	2016	David F. Gleich Kyle Kloster
+	Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering	2016	Yangyang Hou Joyce Jiyoung Whang David F. Gleich Inderjit S. Dhillon
+	A Simple and Strongly-Local Flow-Based Method for Cut Improvement	2016	Nate Veldt David F. Gleich Michael W. Mahoney
+	General Tensor Spectral Co-clustering for Higher-Order Data	2016	Tao Wu Austin R. Benson David F. Gleich
+	General Tensor Spectral Co-clustering for Higher-Order Data	2016	Tao Wu Austin R. Benson David F. Gleich
+	Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion	2016	Joyce Jiyoung Whang David F. Gleich Inderjit S. Dhillon
+	Fast Multiplier Methods to Optimize Non-exhaustive, Overlapping Clustering	2016	Yangyang Hou Joyce Jiyoung Whang David F. Gleich Inderjit S. Dhillon
+	A randomized algorithm for enumerating zonotope vertices	2016	Kerrek Stinson David F. Gleich Paul G. Constantine
+	AptRank: An Adaptive PageRank Model for Protein Function Prediction on Bi-relational Graphs	2016	Biaobin Jiang Kyle Kloster David F. Gleich Michael Gribskov
+ PDF Chat	Mining and Modeling Character Networks	2016	Anthony Bonato David Ryan D’Angelo Ethan R. Elenberg David F. Gleich Yangyang Hou
+	Mining and modeling character networks	2016	Anthony Bonato David Ryan D’Angelo Ethan R. Elenberg David F. Gleich Yangyang Hou
+	Multi-way Monte Carlo Method for Linear Systems	2016	Tom Wu David F. Gleich
+	General Tensor Spectral Co-clustering for Higher-Order Data	2016	Tao Wu Austin R. Benson David F. Gleich
+	Correlation Clustering with Low-Rank Matrices	2016	Nate Veldt Anthony Wirth David F. Gleich
+	An optimization approach to locally-biased graph algorithms	2016	Kimon Fountoulakis David F. Gleich Michael W. Mahoney
+	A Simple and Strongly-Local Flow-Based Method for Cut Improvement	2016	Nate Veldt David F. Gleich Michael W. Mahoney
+	Triangular Alignment (TAME). A Tensor-based Approach for Higher-order Network Alignment	2015	Shahin Mohammadi David F. Gleich Tamara G. Kolda Ananth Grama
+	Strong Localization in Personalized PageRank Vectors	2015	Huda Nassar Kyle Kloster David F. Gleich
+	Tensor Spectral Clustering for Partitioning Higher-order Network Structures	2015	Austin R. Benson David F. Gleich Jure Leskovec
+	Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion	2015	Joyce Jiyoung Whang David F. Gleich Inderjit S. Dhillon
+	Personalized PageRank Solution Paths.	2015	Kyle Kloster David F. Gleich
+	A Parallel Min-Cut Algorithm using Iteratively Reweighted Least Squares	2015	Yao Zhu David F. Gleich
+	Strong Localization in Personalized PageRank Vectors	2015	Huda Nassar Kyle Kloster David F. Gleich
+ PDF Chat	Multilinear PageRank	2015	David F. Gleich Lek‐Heng Lim Yongyang Yu
+	Overlapping Community Detection Using Neighborhood-Inflated Seed Expansion	2015	Joyce Jiyoung Whang David F. Gleich Inderjit S. Dhillon
+	Localization in Seeded PageRank	2015	David F. Gleich Kyle Kloster Huda Nassar
+	Erasure coding for fault oblivious linear system solvers	2014	David F. Gleich Ananth Grama Yao Zhu
+ PDF Chat	Sublinear Column-wise Actions of the Matrix Exponential on Social Networks	2014	David F. Gleich Kyle Kloster
+ PDF Chat	Heat kernel based community detection	2014	Kyle Kloster David F. Gleich
+	Computing Active Subspaces	2014	Paul G. Constantine David F. Gleich
+	PageRank beyond the Web	2014	David F. Gleich
+	Using Triangles to Improve Community Detection in Directed Networks	2014	Christine Klymko David F. Gleich Tamara G. Kolda
+ PDF Chat	A Dynamical System for PageRank with Time-Dependent Teleportation	2014	David F. Gleich Ryan A. Rossi
+	Heat kernel based community detection	2014	Kyle Kloster David F. Gleich
+ PDF Chat	Model Reduction With MapReduce-enabled Tall and Skinny Singular Value Decomposition	2014	Paul G. Constantine David F. Gleich Yangyang Hou Jeremy Alan Templeton
+	Scalable methods for nonnegative matrix factorizations of near-separable tall-and-skinny matrices	2014	Austin R. Benson Jason D. Lee Bartek Rajwa David F. Gleich
+	Using Triangles to Improve Community Detection in Directed Networks	2014	Christine Klymko David F. Gleich Tamara G. Kolda
+	Heat kernel based community detection	2014	Kyle Kloster David F. Gleich
+	Erasure coding for fault oblivious linear system solvers	2014	David F. Gleich Ananth Grama Yao Zhu
+	PageRank beyond the Web	2014	David F. Gleich
+	Computing active subspaces with Monte Carlo	2014	Paul G. Constantine David F. Gleich
+	Sublinear Column-wise Actions of the Matrix Exponential on Social Networks	2013	Kyle Kloster David F. Gleich
+	A Fast Relaxation Method for Computing a Column of the Matrix Exponential of Stochastic Matrices from Large, Sparse Networks.	2013	Kyle Kloster David F. Gleich
+ PDF Chat	Direct QR factorizations for tall-and-skinny matrices in MapReduce architectures	2013	Austin R. Benson David F. Gleich James Demmel
+ PDF Chat	Message-Passing Algorithms for Sparse Network Alignment	2013	Mohsen Bayati David F. Gleich Amin Saberi Ying Wang
+	A Nearly-Sublinear Method for Approximating a Column of the Matrix Exponential for Matrices from Large, Sparse Networks	2013	Kyle Kloster David F. Gleich
+	Parallel Maximum Clique Algorithms with Applications to Network Analysis and Storage	2013	Ryan A. Rossi David F. Gleich Assefaw H. Gebremedhin Md. Mostofa Ali Patwary
+	Sublinear Column-wise Actions of the Matrix Exponential on Social Networks	2013	Kyle Kloster David F. Gleich
+	A Dynamical System for PageRank with Time-Dependent Teleportation	2012	David F. Gleich Ryan A. Rossi
+ PDF Chat	Moment-Based Estimation of Stochastic Kronecker Graph Parameters	2012	David F. Gleich Art B. Owen
+ PDF Chat	The power and Arnoldi methods in an algebra of circulants	2012	David F. Gleich Chen Greif J. M. Varah
+	Dynamic PageRank using Evolving Teleportation	2012	Ryan A. Rossi David F. Gleich
+ PDF Chat	Fast Matrix Computations for Pairwise and Columnwise Commute Times and Katz Scores	2012	Francesco Bonchi Pooya Esfandiar David F. Gleich Chen Greif Laks V. S. Lakshmanan
+	What if CLIQUE were fast? Maximum Cliques in Information Networks and Strong Components in Temporal Networks	2012	Ryan A. Rossi David F. Gleich Assefaw H. Gebremedhin Md. Mostofa Ali Patwary
+ PDF Chat	Dynamic PageRank Using Evolving Teleportation	2012	Ryan A. Rossi David F. Gleich
+	A Dynamical System for PageRank with Time-Dependent Teleportation	2012	David F. Gleich Ryan A. Rossi
+	Dynamic PageRank using Evolving Teleportation	2012	Ryan A. Rossi David F. Gleich
+	Rank aggregation via nuclear norm minimization	2011	David F. Gleich Lek‐Heng Lim
+	Moment based estimation of stochastic Kronecker graph parameters	2011	David F. Gleich Art B. Owen
+	Rank Aggregation via Nuclear Norm Minimization	2011	David F. Gleich Lek‐Heng Lim
+	The power and Arnoldi methods in an algebra of circulants	2011	David F. Gleich Chen Greif J. M. Varah
+	Neighborhoods are good communities	2011	David F. Gleich C. Seshadhri
+ PDF Chat	A Factorization of the Spectral Galerkin System for Parameterized Matrix Equations: Derivation and Applications	2011	Paul G. Constantine David F. Gleich Gianluca Iaccarino
+	The power and Arnoldi methods in an algebra of circulants.	2011	David F. Gleich Chen Greif J. M. Varah
+	The power and Arnoldi methods in an algebra of circulants	2011	David F. Gleich Chen Greif J. M. Varah
+	Rank Aggregation via Nuclear Norm Minimization	2011	David F. Gleich Lek‐Heng Lim
+	Moment based estimation of stochastic Kronecker graph parameters	2011	David F. Gleich Art B. Owen
+ PDF Chat	Factorizing the Stochastic Galerkin System	2010	Paul G. Constantine David F. Gleich Gianluca Iaccarino
+	An Inner-Outer Iteration for Computing PageRank	2010	David F. Gleich Andrew P. Gray Chen Greif Tracy Lau
+ PDF Chat	Spectral Methods for Parameterized Matrix Equations	2010	Paul G. Constantine David F. Gleich Gianluca Iaccarino
+	Message Passing Algorithms for Sparse Network Alignment	2009	Mohsen Bayati David F. Gleich Amin Saberi Ying Wang
+	Models and algorithms for pagerank sensitivity	2009	Michael A. Saunders David F. Gleich
+	Message Passing Algorithms for Sparse Network Alignment	2009	David F. Gleich Amin Saberi Mohsen Bayati Ying Wang

Common Coauthors

Coauthor	Papers Together
Nate Veldt	33
Austin R. Benson	20
Huda Nassar	18
Anthony Wirth	16
Kyle Kloster	16
Nicole Eikmeier	14
Ananth Grama	9
Michael W. Mahoney	9
Anthony Bonato	8
Ryan A. Rossi	8
Paul G. Constantine	7
Kimon Fountoulakis	6
Arjun S. Ramani	6
Chen Greif	6
Joyce Jiyoung Whang	5
Yangyang Hou	5
Yufan Huang	5
Lek‐Heng Lim	5
Inderjit S. Dhillon	5
Christine Klymko	5
Cameron Ruggles	4
J. M. Varah	4
Tamara G. Kolda	4
Charles Colley	3
Art B. Owen	3
Rehan Malik	3
Gianluca Iaccarino	3
Meng Liu	3
Yao Zhu	3
Amin Saberi	3
Mohsen Bayati	3
Biaobin Jiang	2
Karthik Ramani	2
Y. P. Huang	2
Michael Gribskov	2
Shahin Mohammadi	2
Md. Mostofa Ali Patwary	2
Tom Wu	2
Assefaw H. Gebremedhin	2
Disha Shur	2
Desmond J. Higham	2
Vikram Ravindra	2
Tao Wu	2
Ethan R. Elenberg	2
Omar El-daghar	2
Jure Leskovec	2
Meng Liu	2
Haoyu Song	2
Γεώργιος Κόλλιας	2
David Ryan D’Angelo	2

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Community Structure in Large Networks: Natural Cluster Sizes and the Absence of Large Well-Defined Clusters	2009	Jure Leskovec Kevin Lang Anirban Dasgupta Michael W. Mahoney	23
+	Higher-order organization of complex networks	2016	Austin R. Benson David F. Gleich Jure Leskovec	17
+ PDF Chat	Social structure of Facebook networks	2011	Amanda L. Traud Peter J. Mucha Mason A. Porter	16
+	A local spectral method for graphs: with applications to improving graph partitions and exploring data graphs locally	2012	Michael W. Mahoney Lorenzo Orecchia Nisheeth K. Vishnoi	14
+ PDF Chat	Heat kernel based community detection	2014	Kyle Kloster David F. Gleich	14
+ PDF Chat	Finding and evaluating community structure in networks	2004	Michelle G. Newman Michelle Girvan	13
+ PDF Chat	The heat kernel as the pagerank of a graph	2007	Fan Chung	12
+ PDF Chat	Emergence of Scaling in Random Networks	1999	Albert‐László Barabási Réka Albert	12
+	Stability of graph communities across time scales	2010	Jean‐Charles Delvenne Sophia N. Yaliraki Mauricio Barahona	12
+ PDF Chat	Fast Matrix Computations for Pairwise and Columnwise Commute Times and Katz Scores	2012	Francesco Bonchi Pooya Esfandiar David F. Gleich Chen Greif Laks V. S. Lakshmanan	11
+ PDF Chat	The Spacey Random Walk: A Stochastic Process for Higher-Order Data	2017	Austin R. Benson David F. Gleich Lek‐Heng Lim	11
+ PDF Chat	The ground truth about metadata and community detection in networks	2017	Leto Peel Daniel B. Larremore Aaron Clauset	10
+ PDF Chat	Finding community structure in networks using the eigenvectors of matrices	2006	M. E. J. Newman	10
+ PDF Chat	Fast unfolding of communities in large networks	2008	Vincent D. Blondel Jean‐Loup Guillaume Renaud Lambiotte Etienne Lefebvre	10
+	A Correlation Clustering Framework for Community Detection	2018	Nate Veldt David F. Gleich Anthony Wirth	10
+ PDF Chat	Hypergraph Cuts with General Splitting Functions	2022	Nate Veldt Austin R. Benson Jon Kleinberg	8
+	Spectral Graph Theory	1996	Fan Chung	8
+ PDF Chat	Think locally, act locally: Detection of small, medium-sized, and large communities in large networks	2015	Lucas G. S. Jeub Prakash Balachandran Mason A. Porter Peter J. Mucha Michael W. Mahoney	8
+ PDF Chat	Near Optimal LP Rounding Algorithm for CorrelationClustering on Complete and Complete k-partite Graphs	2015	Shuchi Chawla Konstantin Makarychev Tselil Schramm Grigory Yaroslavtsev	8
+ PDF Chat	A Local Clustering Algorithm for Massive Graphs and Its Application to Nearly Linear Time Graph Partitioning	2013	Daniel A. Spielman Shang‐Hua Teng	7
+	Network Properties Revealed through Matrix Functions	2010	Ernesto Estrada Desmond J. Higham	7
+ PDF Chat	Message-Passing Algorithms for Sparse Network Alignment	2013	Mohsen Bayati David F. Gleich Amin Saberi Ying Wang	7
+	Simplicial closure and higher-order link prediction	2018	Austin R. Benson Rediet Abebe Michael T. Schaub Ali Jadbabaie Jon Kleinberg	7
+ PDF Chat	Memory in network flows and its effects on spreading dynamics and community detection	2014	Martin Rosvall Alcides Viamontes Esquivel Andrea Lancichinetti Jevin D. West Renaud Lambiotte	7
+	Eigenvalues of a real supersymmetric tensor	2005	Liqun Qi	7
+ PDF Chat	A Sequential Algorithm for Generating Random Graphs	2009	Mohsen Bayati Jeong Han Kim Amin Saberi	7
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	6
+ PDF Chat	Vertex-reinforced random walks and a conjecture of Pemantle	1997	Michel Benaı̈m	6
+	Tensor Spectral Clustering for Partitioning Higher-order Network Structures	2015	Austin R. Benson David F. Gleich Jure Leskovec	6
+	Minimizing Localized Ratio Cut Objectives in Hypergraphs	2020	Nate Veldt Austin R. Benson Jon Kleinberg	6
+ PDF Chat	Topological network alignment uncovers biological function and phylogeny	2010	Oleksii Kuchaiev Tijana Milenković Vesna Memišević Wayne B. Hayes Nataša Pržulj	6
+ PDF Chat	Flow-Based Local Graph Clustering with Better Seed Set Inclusion	2019	Nate Veldt Christine Klymko David F. Gleich	6
+ PDF Chat	Learning Resolution Parameters for Graph Clustering	2019	Nate Veldt David F. Gleich Anthony Wirth	6
+ PDF Chat	An Information Flow Model for Conflict and Fission in Small Groups	1977	Wayne Zachary	6
+ PDF Chat	Higher-order clustering in networks	2018	Hao Yin Austin R. Benson Jure Leskovec	6
+ PDF Chat	Resolution limit in community detection	2006	Santo Fortunato Marc Barthélemy	6
+ PDF Chat	Scalable Motif-aware Graph Clustering	2017	Charalampos E. Tsourakakis Jakub Pachocki Michael Mitzenmacher	6
+ PDF Chat	Laplacians and the Cheeger Inequality for Directed Graphs	2005	Fan Chung	5
+	Multiple Network Alignment via MultiMAGNA++	2017	Vipin Vijayan Tijana Milenković	5
+	Beyond streams and graphs	2006	Jimeng Sun Dacheng Tao Christos Faloutsos	5
+	A Local Algorithm for Finding Well-Connected Clusters	2013	Zeyuan Allen Zhu Silvio Lattanzi Vahab Mirrokni	5
+	Capacity Releasing Diffusion for Speed and Locality	2017	Di Wang Kimon Fountoulakis Monika Henzinger Michael W. Mahoney Satish Rao	5
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	5
+ PDF Chat	Defining and evaluating network communities based on ground-truth	2013	Jaewon Yang Jure Leskovec	5
+	Inhomogeneous Hypergraph Clustering with Applications	2017	Pan Li Olgica Milenković	5
+ PDF Chat	Computing the Action of the Matrix Exponential, with an Application to Exponential Integrators	2011	Awad H. Al-Mohy Nicholas J. Higham	5
+ PDF Chat	An Optimization Approach to Locally-Biased Graph Algorithms	2017	Kimon Fountoulakis David F. Gleich Michael W. Mahoney	5
+	Modularity and community structure in networks	2006	M. E. J. Newman	5
+	Using Triangles to Improve Community Detection in Directed Networks	2014	Christine Klymko David F. Gleich Tamara G. Kolda	5
+ PDF Chat	Overlapping community detection in networks: The state-of-the-art and comparative study	2013	Jierui Xie Stephen Kelley Bolesław K. Szymański	5