Sinan G. Aksoy

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 29

Top Topics

Randomized Algorithm

Situational Awareness

Hausdorff Distance

Negative Matrix Factorization

Top Venues

SIAM J. Math. Data Sci.

J. Complex Networks

Publications

Koby Hayashi, Sinan G. Aksoy, Grey Ballard, Haesun Park
Randomized Algorithms for Symmetric Nonnegative Matrix Factorization. CoRR (2024)
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)
Jason Niu, Ilya D. Amburg, Sinan G. Aksoy, Ahmet Erdem Sariyüce
Size-Aware Hypergraph Motifs. CoRR (2023)
Helen Jenne, Sinan G. Aksoy, Daniel M. Best, Alyson Bittner, Gregory Henselman-Petrusek, Cliff A. Joslyn, Bill Kay, Audun Myers, Garret Seppala, Jackson Warley, Stephen J. Young, Emilie Purvine
Stepping out of Flatland: Discovering Behavior Patterns as Topological Structures in Cyber Hypergraphs. 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)
Shruti Shivakumar, Ilya Amburg, Sinan G. Aksoy, Jiajia Li, Stephen J. Young, Srinivas Aluru
Fast Parallel Tensor Times Same Vector for Hypergraphs. CoRR (2023)
Sinan G. Aksoy, Ryan Bennink, Yuzhou Chen, José Frías, Yulia R. Gel, Bill Kay, Uwe Naumann, Carlos Ortiz Marrero, Anthony V. Petyuk, Sandip Roy, Ignacio Segovia-Dominguez, Nate Veldt, Stephen J. Young
Seven open problems in applied combinatorics. CoRR (2023)
Bill Kay, Sinan G. Aksoy, Molly Baird, Daniel M. Best, Helen Jenne, Cliff A. Joslyn, Christopher Potvin, Gregory Henselman-Petrusek, Garret Seppala, Stephen J. Young, Emilie Purvine
Hypergraph Topological Features for Autoencoder-Based Intrusion Detection for Cybersecurity Data. CoRR (2023)
Koby Hayashi, Sinan G. Aksoy, Haesun Park
Skew-Symmetric Adjacency Matrices for Clustering Directed Graphs. Big Data (2022)
Koby Hayashi, Sinan G. Aksoy, Haesun Park
Skew-Symmetric Adjacency Matrices for Clustering Directed Graphs. CoRR (2022)
Sinan G. Aksoy, Paul J. Bruillard, Stephen J. Young, Mark Raugas
Ramanujan graphs and the spectral gap of supercomputing topologies. J. Supercomput. 77 (2) (2021)
Sinan G. Aksoy, Mark Kempton, Stephen J. Young
Spectral Threshold for Extremal Cyclic Edge-Connectivity. Graphs Comb. 37 (6) (2021)
Koby Hayashi, Sinan G. Aksoy, Cheong Hee Park, Haesun Park
Hypergraph Random Walks, Laplacians, and Clustering. CIKM (2020)
Koby Hayashi, Sinan G. Aksoy, Cheong Hee Park, Haesun Park
Hypergraph Random Walks, Laplacians, and Clustering. CoRR (2020)
Sinan G. Aksoy, Emilie Purvine, Stephen J. Young
Directional Laplacian Centrality for Cyber Situational Awareness. CoRR (2020)
Sinan G. Aksoy, Cliff A. Joslyn, Carlos Ortiz Marrero, Brenda Praggastis, Emilie Purvine
Hypernetwork science via high-order hypergraph walks. EPJ Data Sci. 9 (1) (2020)
Sinan G. Aksoy, Emilie Purvine, Eduardo Cotilla Sanchez, Mahantesh Halappanavar
A generative graph model for electrical infrastructure networks. J. Complex Networks 7 (1) (2019)
Sinan G. Aksoy, Kathleen E. Nowak, Emilie Purvine, Stephen J. Young
Relative Hausdorff Distance for Network Analysis. CoRR (2019)
Sinan G. Aksoy, Kathleen E. Nowak, Emilie Purvine, Stephen J. Young
Relative Hausdorff distance for network analysis. Appl. Netw. Sci. 4 (1) (2019)
Sinan G. Aksoy, Kathleen E. Nowak, Stephen J. Young
A linear-time algorithm and analysis of graph Relative Hausdorff distance. CoRR (2019)
Sinan G. Aksoy, Kathleen Nowak, Stephen J. Young
A Linear-Time Algorithm and Analysis of Graph Relative Hausdorff Distance. SIAM J. Math. Data Sci. 1 (4) (2019)
Sinan G. Aksoy, Paul J. Bruillard, Stephen J. Young, Mark Raugas
Ramanujan Graphs and the Spectral Gap of Supercomputing Topologies. CoRR (2019)
Sinan G. Aksoy, Cliff A. Joslyn, Carlos Ortiz Marrero, Brenda Praggastis, Emilie Purvine
Hypernetwork Science via High-Order Hypergraph Walks. CoRR (2019)
Emilie Purvine, Sinan G. Aksoy, Cliff A. Joslyn, Kathleen Nowak, Brenda Praggastis, Michael Robinson
A Topological Approach to Representational Data Models. HCI (4) (2018)
Sinan G. Aksoy, Fan Chung, Michael Tait, Josh Tobin
The maximum relaxation time of a random walk. Adv. Appl. Math. 101 (2018)
Louis Jenkins, Tanveer Hossain Bhuiyan, Sarah Harun, Christopher Lightsey, David Mentgen, Sinan G. Aksoy, Timothy Stavcnger, Marcin Zalewski, Hugh R. Medal, Cliff A. Joslyn
Chapel HyperGraph Library (CHGL). HPEC (2018)
Sinan G. Aksoy, Emilie Purvine, Eduardo Cotilla Sanchez, Mahantesh Halappanavar
A generative graph model for electrical infrastructure networks. CoRR (2017)