Hodge Laplacians on Graphs

• Faster Inference of Cell Complexes from Flows via Matrix Factorization

  2025 European Signal Processing Conference (EUSIPCO) conference-paper Computer Science Topological and Geometric Data Analysis

  0

  citations
• Deriving production chains using restricted gradient extraction

  2025 Chaos An Interdisciplinary Journal of Nonlinear Science article Physics and Astronomy Complex Network Analysis Techniques Open access

  1

  citations
• Topological Trajectory Classification and Landmark Inference on Simplicial Complexes

  2024 2018 52nd Asilomar Conference on Signals, Systems, and Computers conference-paper Computer Science Topological and Geometric Data Analysis Open access

  0

  citations
• Cholesky-like Preconditioner for Hodge Laplacians via Heavy Collapsible Subcomplex

  2024 SIAM Journal on Matrix Analysis and Applications article Computer Science Matrix Theory and Algorithms

  0

  citations
• Disentangling the Spectral Properties of the Hodge Laplacian: not all small Eigenvalues are Equal

  2024 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Topological and Geometric Data Analysis Open access

  5

  citations
• Combinatorial Complexes: Bridging the Gap Between Cell Complexes and Hypergraphs

  2023 Research Explorer (The University of Manchester) conference-paper Computer Science Topological and Geometric Data Analysis Open access

  0

  citations
• Combinatorial Complexes: Bridging the Gap Between Cell Complexes and Hypergraphs

  2023 2018 52nd Asilomar Conference on Signals, Systems, and Computers conference-paper Computer Science Topological and Geometric Data Analysis

  4

  citations
• Dirac signal processing of higher-order topological signals

  2023 New Journal of Physics article Computer Science Topological and Geometric Data Analysis Open access

  30

  citations
• What Are Higher-Order Networks?

  2023 SIAM Review article Physics and Astronomy Complex Network Analysis Techniques Open access

  404

  citations
• Signal Processing On Product Spaces

  2023 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Topological and Geometric Data Analysis Open access

  6

  citations
• Signal Processing On Cell Complexes

  2022 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Topological and Geometric Data Analysis Open access

  30

  citations
• Hodgelets: Localized Spectral Representations of Flows On Simplicial Complexes

  2022 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Topological and Geometric Data Analysis Open access

  14

  citations
• Signal Processing on Simplicial Complexes

  2022 Understanding complex systems book-chapter Computer Science Topological and Geometric Data Analysis

  21

  citations
• Simplicial Convolutional Filters

  2022 IEEE Transactions on Signal Processing article Computer Science Topological and Geometric Data Analysis Open access

  40

  citations
• Outlier Detection for Trajectories via Flow-embeddings

  2021 2018 52nd Asilomar Conference on Signals, Systems, and Computers conference-paper Computer Science Topological and Geometric Data Analysis Open access

  7

  citations
• Finite Impulse Response Filters for Simplicial Complexes

  2021 European Signal Processing Conference (EUSIPCO) conference-paper Computer Science Topological and Geometric Data Analysis Open access

  31

  citations
• Signal processing on higher-order networks: Livin’ on the edge... and beyond

  2021 Signal Processing article Computer Science Advanced Graph Neural Networks Open access

  149

  citations

17 results