Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Austin R. Benson

A nonlinear diffusion method for semi-supervised learning on hypergraphs


Mar 27, 2021
Francesco Tudisco, Konstantin Prokopchik, Austin R. Benson


  Access Paper or Ask Questions

A Unifying Generative Model for Graph Learning Algorithms: Label Propagation, Graph Convolutions, and Combinations


Jan 30, 2021
Junteng Jia, Austin R. Benson


  Access Paper or Ask Questions

Generative hypergraph clustering: from blockmodels to modularity


Jan 27, 2021
Philip S. Chodrow, Nate Veldt, Austin R. Benson

* 26 pages + 5 pages of supplementary information, 3 tables, 4 figures 

  Access Paper or Ask Questions

Hypergraph clustering: from blockmodels to modularity


Jan 24, 2021
Philip S. Chodrow, Nate Veldt, Austin R. Benson

* 25 pages + 5 pages of supplementary information, 3 tables, 4 figures 

  Access Paper or Ask Questions

Combining Label Propagation and Simple Models Out-performs Graph Neural Networks


Nov 02, 2020
Qian Huang, Horace He, Abhay Singh, Ser-Nam Lim, Austin R. Benson


  Access Paper or Ask Questions

Over-parametrized neural networks as under-determined linear systems


Oct 29, 2020
Austin R. Benson, Anil Damle, Alex Townsend

* 25 pages, 4 figures 

  Access Paper or Ask Questions

Learning Interpretable Feature Context Effects in Discrete Choice


Sep 07, 2020
Kiran Tomlinson, Austin R. Benson

* 20 pages, 4 figures 

  Access Paper or Ask Questions

Communication-efficient distributed eigenspace estimation


Sep 05, 2020
Vasileios Charisopoulos, Austin R. Benson, Anil Damle

* 35 pages, 8 figures 

  Access Paper or Ask Questions

Fair Clustering for Diverse and Experienced Groups


Jun 11, 2020
Ilya Amburg, Nate Veldt, Austin R. Benson


  Access Paper or Ask Questions

Nonlinear Higher-Order Label Spreading


Jun 08, 2020
Francesco Tudisco, Austin R. Benson, Konstantin Prokopchik


  Access Paper or Ask Questions

Frozen Binomials on the Web: Word Ordering and Language Conventions in Online Text


Mar 07, 2020
Katherine Van Koevering, Austin R. Benson, Jon Kleinberg

* 12 pages, 10 figures 

  Access Paper or Ask Questions

Localized Flow-Based Clustering in Hypergraphs


Feb 21, 2020
Nate Veldt, Austin R. Benson, Jon Kleinberg


  Access Paper or Ask Questions

Entrywise convergence of iterative methods for eigenproblems


Feb 19, 2020
Vasileios Charisopoulos, Austin R. Benson, Anil Damle

* 22 pages, 6 figures 

  Access Paper or Ask Questions

Choice Set Optimization Under Discrete Choice Models of Group Decisions


Feb 02, 2020
Kiran Tomlinson, Austin R. Benson


  Access Paper or Ask Questions

Hypergraph clustering with categorical edge labels


Oct 22, 2019
Ilya Amburg, Nate Veldt, Austin R. Benson


  Access Paper or Ask Questions

Neural Jump Stochastic Differential Equations


May 24, 2019
Junteng Jia, Austin R. Benson


  Access Paper or Ask Questions

Graph-based Semi-Supervised & Active Learning for Edge Flows


May 17, 2019
Junteng Jia, Michael T. Schaub, Santiago Segarra, Austin R. Benson


  Access Paper or Ask Questions

Planted Hitting Set Recovery in Hypergraphs


May 14, 2019
Ilya Amburg, Jon Kleinberg, Austin R. Benson

* 10 pages 

  Access Paper or Ask Questions

Modeling and Analysis of Tagging Networks in Stack Exchange Communities


Feb 06, 2019
Xiang Fu, Shangdi Yu, Austin R. Benson


  Access Paper or Ask Questions

Core-fringe link prediction


Nov 28, 2018
Austin R. Benson, Jon Kleinberg


  Access Paper or Ask Questions

Three hypergraph eigenvector centralities


Jul 25, 2018
Austin R. Benson


  Access Paper or Ask Questions

Found Graph Data and Planted Vertex Covers


May 03, 2018
Austin R. Benson, Jon Kleinberg


  Access Paper or Ask Questions

Simplicial Closure and Higher-order Link Prediction


Feb 20, 2018
Austin R. Benson, Rediet Abebe, Michael T. Schaub, Ali Jadbabaie, Jon Kleinberg


  Access Paper or Ask Questions

Tools for higher-order network analysis


Feb 19, 2018
Austin R. Benson

* Ph.D. Thesis, Stanford University, 2017 

  Access Paper or Ask Questions

Higher-order clustering in networks


Jan 05, 2018
Hao Yin, Austin R. Benson, Jure Leskovec

* Phys. Rev. E 97, 052306 (2018) 

  Access Paper or Ask Questions

Motifs in Temporal Networks


Dec 29, 2016
Ashwin Paranjape, Austin R. Benson, Jure Leskovec

* Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017 

  Access Paper or Ask Questions

Scalable methods for nonnegative matrix factorizations of near-separable tall-and-skinny matrices


Feb 27, 2014
Austin R. Benson, Jason D. Lee, Bartek Rajwa, David F. Gleich

* Proceedings of Neural Information Processing Systems, 2014 

  Access Paper or Ask Questions