Ilya Amburg

18 papers A* 1A 2Misc 1Journal 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Blue Start: A large-scale pairwise and higher-order social network dataset.
CoRR
Alyssa Smith, Ilya Amburg, Sagar Kumar, Brooke Foucault Welles, Nicholas W. Landry
2025 J jnl
HyperMagNet: A Magnetic Laplacian based Hypergraph Neural Network.
Trans. Mach. Learn. Res.
Tatyana Benko, Martin Buck, Ilya Amburg, Stephen J. Young, Sinan G. Aksoy
2024 J jnl
A tri-level optimization model for interdependent infrastructure network resilience against compound hazard events.
Int. J. Crit. Infrastructure Prot.
Matthew R. Oster, Ilya Amburg, Samrat Chatterjee, Daniel A. Eisenberg, Dennis G. Thomas, Feng Pan, Auroop R. Ganguly
2024 J jnl
HyperMagNet: A Magnetic Laplacian based Hypergraph Neural Network.
CoRR
Tatyana Benko, Martin Buck, Ilya Amburg, Stephen J. Young, Sinan G. Aksoy
2024 J jnl
Scalable Tensor Methods for Nonuniform Hypergraphs.
SIAM J. Math. Data Sci.
Sinan G. Aksoy, Ilya Amburg, Stephen J. Young
2023 J jnl
A Tri-Level Optimization Model for Interdependent Infrastructure Network Resilience Against Compound Hazard Events.
CoRR
Matthew R. Oster, Ilya Amburg, Samrat Chatterjee, Daniel A. Eisenberg, Dennis G. Thomas, Feng Pan, Auroop R. Ganguly
2023 J jnl
Community Detection in Hypergraphs via Mutual Information Maximization.
CoRR
Jürgen Kritschgau, Daniel Kaiser, Oliver Alvarado Rodriguez, Ilya Amburg, Jessalyn Bolkema, Thomas Grubb, Fangfei Lan, Sepideh Maleki, Phil Chodrow, Bill Kay
2023 Misc conf
Fast Parallel Tensor Times Same Vector for Hypergraphs.
HiPC
Shruti Shivakumar, Ilya Amburg, Sinan G. Aksoy, Jiajia Li, Stephen J. Young, Srinivas Aluru
2023 J jnl
Fast Parallel Tensor Times Same Vector for Hypergraphs.
CoRR
Shruti Shivakumar, Ilya Amburg, Sinan G. Aksoy, Jiajia Li, Stephen J. Young, Srinivas Aluru
2023 J jnl
Scalable tensor methods for nonuniform hypergraphs.
CoRR
Sinan G. Aksoy, Ilya Amburg, Stephen J. Young
2022 A conf
Diverse and Experienced Group Discovery via Hypergraph Clustering.
SDM
Ilya Amburg, Nate Veldt, Austin R. Benson
2022 A conf
High-order Line Graphs of Non-uniform Hypergraphs: Algorithms, Applications, and Experimental Analysis.
IPDPS
Xu T. Liu, Jesun Firoz, Sinan G. Aksoy, Ilya Amburg, Andrew Lumsdaine, Cliff A. Joslyn, Brenda Praggastis, Assefaw H. Gebremedhin
2022 J jnl
High-order Line Graphs of Non-uniform Hypergraphs: Algorithms, Applications, and Experimental Analysis.
CoRR
Xu T. Liu, Jesun Firoz, Sinan G. Aksoy, Ilya Amburg, Andrew Lumsdaine, Cliff A. Joslyn, Assefaw H. Gebremedhin, Brenda Praggastis
2020 A* conf
Clustering in graphs and hypergraphs with categorical edge labels.
WWW
Ilya Amburg, Nate Veldt, Austin R. Benson
2020 J jnl
Fair Clustering for Diverse and Experienced Groups.
CoRR
Ilya Amburg, Nate Veldt, Austin R. Benson
2019 J jnl
Hypergraph clustering with categorical edge labels.
CoRR
Ilya Amburg, Nate Veldt, Austin R. Benson
2019 J jnl
Planted Hitting Set Recovery in Hypergraphs.
CoRR
Ilya Amburg, Jon M. Kleinberg, Austin R. Benson
2017 J jnl
Stern Sequences for a Family of Multidimensional Continued Fractions: TRIP-Stern Sequences.
J. Integer Seq.
Ilya Amburg, Krishna Dasaratha, Laure Flapan, Thomas Garrity, Chansoo Lee, Cornelia Mihaila, Nicholas Neumann-Chun, Sarah Peluse, Matthew Stoffregen