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Austin R Benson
Austin R Benson
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Higher-order organization of complex networks
AR Benson, DF Gleich, J Leskovec
Science 353 (6295), 163-166, 2016
12232016
Motifs in temporal networks
A Paranjape, AR Benson, J Leskovec
Proceedings of the tenth ACM international conference on web search and data …, 2017
7732017
Local higher-order graph clustering
H Yin, AR Benson, J Leskovec, DF Gleich
Proceedings of the 23rd ACM SIGKDD international conference on knowledge …, 2017
6932017
Simplicial closure and higher-order link prediction
AR Benson, R Abebe, MT Schaub, A Jadbabaie, J Kleinberg
Proceedings of the National Academy of Sciences 115 (48), E11221-E11230, 2018
4832018
Combining label propagation and simple models out-performs graph neural networks
Q Huang, H He, A Singh, SN Lim, AR Benson
International Conference on Learning Representations, 2021
3162021
Random walks on simplicial complexes and the normalized Hodge 1-Laplacian
MT Schaub, AR Benson, P Horn, G Lippner, A Jadbabaie
SIAM Review 62 (2), 353-391, 2020
2652020
Neural Jump Stochastic Differential Equations
J Jia, AR Benson
Advances in Neural Information Processing Systems 32, 2019
2332019
Tensor spectral clustering for partitioning higher-order network structures
AR Benson, DF Gleich, J Leskovec
Proceedings of the 2015 SIAM International Conference on Data Mining, 118-126, 2015
1632015
Generative hypergraph clustering: From blockmodels to modularity
PS Chodrow, N Veldt, AR Benson
Science Advances 7 (28), eabh1303, 2021
1252021
Three hypergraph eigenvector centralities
AR Benson
SIAM Journal on Mathematics of Data Science 1 (2), 293-312, 2019
1172019
Higher-order clustering in networks
H Yin, AR Benson, J Leskovec
Physical Review E 97 (5), 052306, 2018
1162018
A framework for practical parallel fast matrix multiplication
AR Benson, G Ballard
ACM SIGPLAN Notices 50 (8), 42-53, 2015
1132015
The spacey random walk: A stochastic process for higher-order data
AR Benson, DF Gleich, LH Lim
SIAM Review 59 (2), 321-345, 2017
992017
Modeling user consumption sequences
AR Benson, R Kumar, A Tomkins
Proceedings of the 25th International Conference on World Wide Web, 519-529, 2016
992016
Silent error detection in numerical time-stepping schemes
AR Benson, S Schmit, R Schreiber
The International Journal of High Performance Computing Applications 29 (4 …, 2015
922015
Residual correlation in graph neural network regression
J Jia, AR Benson
Proceedings of the 26th ACM SIGKDD international conference on knowledge …, 2020
862020
Graph-based semi-supervised & active learning for edge flows
J Jia, MT Schaub, S Segarra, AR Benson
Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019
842019
Clustering in graphs and hypergraphs with categorical edge labels
I Amburg, N Veldt, A Benson
Proceedings of The Web Conference 2020, 706-717, 2020
832020
Direct QR factorizations for tall-and-skinny matrices in MapReduce architectures
AR Benson, DF Gleich, J Demmel
2013 IEEE international conference on big data, 264-272, 2013
802013
Sampling methods for counting temporal motifs
P Liu, AR Benson, M Charikar
Proceedings of the twelfth ACM international conference on web search and …, 2019
79*2019
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