Ilya Amburg

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Mutual Information Maximization

Optimization Model

Top Venues

SIAM J. Math. Data Sci.

J. Integer Seq.

Publications

Tatyana Benko, Martin Buck, Ilya Amburg, Stephen J. Young, Sinan G. Aksoy
HyperMagNet: A Magnetic Laplacian based Hypergraph Neural Network. CoRR (2024)
Sinan G. Aksoy, Ilya Amburg, Stephen J. Young
Scalable Tensor Methods for Nonuniform Hypergraphs. SIAM J. Math. Data Sci. 6 (2) (2024)
Jürgen Kritschgau, Daniel Kaiser, Oliver Alvarado Rodriguez, Ilya Amburg, Jessalyn Bolkema, Thomas Grubb, Fangfei Lan, Sepideh Maleki, Phil Chodrow, Bill Kay
Community Detection in Hypergraphs via Mutual Information Maximization. CoRR (2023)
Shruti Shivakumar, Ilya Amburg, Sinan G. Aksoy, Jiajia Li, Stephen J. Young, Srinivas Aluru
Fast Parallel Tensor Times Same Vector for Hypergraphs. HiPC (2023)
Sinan G. Aksoy, Ilya Amburg, Stephen J. Young
Scalable tensor methods for nonuniform hypergraphs. CoRR (2023)
Matthew R. Oster, Ilya Amburg, Samrat Chatterjee, Daniel A. Eisenberg, Dennis G. Thomas, Feng Pan, Auroop R. Ganguly
A Tri-Level Optimization Model for Interdependent Infrastructure Network Resilience Against Compound Hazard Events. CoRR (2023)
Shruti Shivakumar, Ilya Amburg, Sinan G. Aksoy, Jiajia Li, Stephen J. Young, Srinivas Aluru
Fast Parallel Tensor Times Same Vector for Hypergraphs. CoRR (2023)
Ilya Amburg, Nate Veldt, Austin R. Benson
Diverse and Experienced Group Discovery via Hypergraph Clustering. SDM (2022)
Xu T. Liu, Jesun Firoz, Sinan Aksoy, Ilya Amburg, Andrew Lumsdaine, Cliff A. Joslyn, Assefaw H. Gebremedhin, Brenda Praggastis
High-order Line Graphs of Non-uniform Hypergraphs: Algorithms, Applications, and Experimental Analysis. CoRR (2022)
Xu T. Liu, Jesun Firoz, Sinan Aksoy, Ilya Amburg, Andrew Lumsdaine, Cliff A. Joslyn, Brenda Praggastis, Assefaw H. Gebremedhin
High-order Line Graphs of Non-uniform Hypergraphs: Algorithms, Applications, and Experimental Analysis. IPDPS (2022)
Ilya Amburg, Nate Veldt, Austin R. Benson
Clustering in graphs and hypergraphs with categorical edge labels. WWW (2020)
Ilya Amburg, Nate Veldt, Austin R. Benson
Fair Clustering for Diverse and Experienced Groups. CoRR (2020)
Ilya Amburg, Jon M. Kleinberg, Austin R. Benson
Planted Hitting Set Recovery in Hypergraphs. CoRR (2019)
Ilya Amburg, Nate Veldt, Austin R. Benson
Hypergraph clustering with categorical edge labels. CoRR (2019)
Ilya Amburg, Krishna Dasaratha, Laure Flapan, Thomas Garrity, Chansoo Lee, Cornelia Mihaila, Nicholas Neumann-Chun, Sarah Peluse, Matthew Stoffregen
Stern Sequences for a Family of Multidimensional Continued Fractions: TRIP-Stern Sequences. J. Integer Seq. 20 (1) (2017)