Austin R Benson

Austin R Benson

Cornell University

H-index: 31

North America-United States

About Austin R Benson

Austin R Benson, With an exceptional h-index of 31 and a recent h-index of 28 (since 2020), a distinguished researcher at Cornell University, specializes in the field of network science, machine learning, algorithms, numerical linear algebra, numerical analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Graph-based methods for discrete choice

Hypergraph patterns and collaboration structure

Combinatorial characterizations and impossibilities for higher-order homophily

Augmented Sparsifiers for Generalized Hypergraph Cuts

Graph neural network modeling of grain-scale anisotropic elastic behavior using simulated and measured microscale data

Understanding non-linearity in graph neural networks from the bayesian-inference perspective

Nonlinear feature diffusion on hypergraphs

Diverse and experienced group discovery via hypergraph clustering

Austin R Benson Information

University

Position

___

Citations(all)

5998

Citations(since 2020)

5239

Cited By

2459

hIndex(all)

31

hIndex(since 2020)

28

i10Index(all)

58

i10Index(since 2020)

57

Email

University Profile Page

Google Scholar

Austin R Benson Skills & Research Interests

network science

machine learning

algorithms

numerical linear algebra

numerical analysis

Top articles of Austin R Benson

Graph-based methods for discrete choice

Network Science

2024/3

Kiran Tomlinson
Kiran Tomlinson

H-Index: 2

Austin R Benson
Austin R Benson

H-Index: 22

Hypergraph patterns and collaboration structure

arXiv preprint arXiv:2210.02163

2022/10/5

Austin R Benson
Austin R Benson

H-Index: 22

Jon Kleinberg
Jon Kleinberg

H-Index: 75

Combinatorial characterizations and impossibilities for higher-order homophily

Science Advances

2023/1/6

Augmented Sparsifiers for Generalized Hypergraph Cuts

Journal of Machine Learning Research

2023

Graph neural network modeling of grain-scale anisotropic elastic behavior using simulated and measured microscale data

npj Computational Materials

2022/12/24

Austin R Benson
Austin R Benson

H-Index: 22

Understanding non-linearity in graph neural networks from the bayesian-inference perspective

Advances in Neural Information Processing Systems

2022/12/6

Nonlinear feature diffusion on hypergraphs

2022/6/28

Austin R Benson
Austin R Benson

H-Index: 22

Diverse and experienced group discovery via hypergraph clustering

2022

A unifying generative model for graph learning algorithms: Label propagation, graph convolutions, and combinations

SIAM Journal on Mathematics of Data Science

2022

Junteng Jia
Junteng Jia

H-Index: 8

Austin R Benson
Austin R Benson

H-Index: 22

Hypergraph cuts with general splitting functions

SIAM Review

2022

Approximate decomposable submodular function minimization for cardinality-based components

Advances in Neural Information Processing Systems

2021/12/6

The generalized mean densest subgraph problem

2021/8/14

Choice set confounding in discrete choice

2021/8/14

Learning interpretable feature context effects in discrete choice

arXiv preprint arXiv:2009.03417

2020/9/7

Kiran Tomlinson
Kiran Tomlinson

H-Index: 2

Austin R Benson
Austin R Benson

H-Index: 22

Which Bridges Are Weak Ties? Algebraic Topological Insights on Network Structure and Tie Strength

arXiv preprint arXiv:2108.02091

2021/8/4

Higher order information identifies tie strength

arXiv preprint arXiv:2108.02091

2021/8

Generative hypergraph clustering: From blockmodels to modularity

Science Advances

2021/7/7

Nate Veldt
Nate Veldt

H-Index: 8

Austin R Benson
Austin R Benson

H-Index: 22

Edge proposal sets for link prediction

arXiv preprint arXiv:2106.15810

2021/6/30

Graph belief propagation networks

arXiv preprint arXiv:2106.03033

2021/6/6

Expertise and dynamics within crowdsourced musical knowledge curation: A case study of the genius platform

Proceedings of the International AAAI Conference on Web and Social Media

2021/5/22

Derek Lim
Derek Lim

H-Index: 2

Austin R Benson
Austin R Benson

H-Index: 22

See List of Professors in Austin R Benson University(Cornell University)

Co-Authors

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