Sinan G Aksoy

Latest

• HyperMagNet: A Magnetic Laplacian Based Hypergraph Neural Network
• Identifying Sample Provenance From SEM/EDS Automated Particle Analysis via Few-Shot Learning Coupled With Similarity Graph Clustering
• Randomized Algorithms for Symmetric Nonnegative Matrix Factorization
• US Patent: Methods and systems for evaluating data transportability in distribution grids
• Fast Parallel Tensor Times Same Vector for Hypergraphs
• Filtering higher-order datasets
• Hypergraph Topological Features for Autoencoder-Based Intrusion Detection for Cybersecurity Data
• Scalable tensor methods for nonuniform hypergraphs
• Seven open problems in applied combinatorics
• Size-Aware Hypergraph Motifs
• Stepping out of Flatland: Discovering Behavior Patterns as Topological Structures in Cyber Hypergraphs
• The Road Less Traveled: Eliminating Bottlenecks in High-Performance Computing Networking
• Advice From Our Advisor: Fan Chung
• Models and Methods for Sparse (Hyper)Network Science in Business, Industry, and Government
• Models and Methods for Sparse (Hyper)Network Science in Business, Industry, and Government
• Skew-Symmetric Adjacency Matrices for Clustering Directed Graphs
• Directional Laplacian Centrality for Cyber Situational Awareness
• Structural Controllability Assessment for Inverter-Based Microgrids
• Hypergraph Random Walks, Laplacians, and Clustering