A tutorial on spectral clustering

• Higher-order trade-offs in hypergraph community detection

  2026 Science Advances article Physics and Astronomy Complex Network Analysis Techniques Open access

  0

  citations
• GraphHDBSCAN*: Graph-based Hierarchical Clustering on High Dimensional Single-cell RNA Sequencing Data

  2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

  0

  citations
• PHLOWER leverages single-cell multimodal data to infer complex, multi-branching cell differentiation trajectories

  2025 Nature Methods article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

  9

  citations
• Introduction to correlation networks: Interdisciplinary approaches beyond thresholding

  2025 Physics Reports article Physics and Astronomy Complex Network Analysis Techniques Open access

  26

  citations
• Ellipsoidal Embeddings of Graphs

  2025 SIAM Journal on Applied Mathematics article Computer Science Advanced Graph Neural Networks Open access

  0

  citations
• Untangling Gaussian Mixtures

  2025 Lecture notes in computer science conference-paper Computer Science Advanced Clustering Algorithms Research

  0

  citations
• PHLOWER - Single cell trajectory analysis using Hodge Decomposition

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access

  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
• An Intelligent Early Warning System for Harmful Algal Blooms: Harnessing the Power of Big Data and Deep Learning

  2024 Environmental Science & Technology article Environmental Science Aquatic Ecosystems and Phytoplankton Dynamics

  60

  citations
• Tangles and Hierarchical Clustering

  2024 SIAM Journal on Discrete Mathematics article Computer Science Advanced Graph Theory Research

  1

  citations
• Hierarchical community structure in networks

  2023 Physical review. E article Physics and Astronomy Complex Network Analysis Techniques Open access

  30

  citations
• Weisfeiler-Leman and Graph Spectra

  2023 Society for Industrial and Applied Mathematics eBooks conference-paper Mathematics Graph theory and applications Open access

  4

  citations
• Improving the Model-Based Systems Engineering Process

  2022 Springer eBooks book-chapter Computer Science Model-Driven Software Engineering Techniques Open access

  2

  citations
• Modularity and Dynamics on Complex Networks

  2021 Cambridge University Press eBooks book Physics and Astronomy Complex Network Analysis Techniques

  35

  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
• Weisfeiler-Leman, Graph Spectra, and Random Walks

  2021 arXiv (Cornell University) preprint Mathematics Graph theory and applications Open access

  1

  citations
• Exact Blind Community Detection From Signals on Multiple Graphs

  2020 IEEE Transactions on Signal Processing article Physics and Astronomy Complex Network Analysis Techniques Open access

  20

  citations

17 results