Graph Signal Processing: Overview, Challenges, and Applications

• Graph-based learning and read-out of nanopore translocation event signals

  2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Engineering Nanopore and Nanochannel Transport Studies Open access

  0

  citations
• 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
• Quadrature formulas on combinatorial graphs

  2024 International Journal of Wavelets Multiresolution and Information Processing article Mathematics Mathematical Analysis and Transform Methods

  3

  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
• Adaptive Entropy Coding of Graph Transform Coefficients for Point Cloud Attribute Compression

  2023 IEEE International Conference on Visual Communications and Image Processing (VCIP) conference-paper Computer Science Video Coding and Compression Technologies

  1

  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
• What Are Higher-Order Networks?

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

  404

  citations
• Higher-order signal processing with the Dirac operator

  2022 2018 52nd Asilomar Conference on Signals, Systems, and Computers conference-paper Computer Science Topological and Geometric Data Analysis Open access

  8

  citations
• Blind Extraction of Equitable Partitions from Graph Signals

  2022 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Advanced Graph Neural Networks Open access

  2

  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
• 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

13 results