Wavelets on graphs via spectral graph theory

• Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions

  2023 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Advanced Graph Neural Networks Open access

  8

  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
• Predicting basin stability of power grids using graph neural networks

  2022 New Journal of Physics article Engineering Power System Optimization and Stability Open access

  37

  citations
• Simplicial Convolutional Filters

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

  40

  citations
• Approximate and Exact Solutions of Intertwining Equations Through Random Spanning Forests

  2020 Progress in probability book-chapter Mathematics Stochastic processes and statistical mechanics Open access

  5

  citations
• Euclid: Nonparametric point spread function field recovery through interpolation on a graph Laplacian

  2020 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  20

  citations

6 results