mlsanityData to 7 Oct 2026

Spectral Toolkit of Algorithms for Graphs: Technical Report (1)

arXiv 2304.03170 ↗First posted 5 Apr 2023cs.SI cs.DS cs.LGcited by 3

Not on the map. Why?

Abstract (arXiv)

Spectral Toolkit of Algorithms for Graphs (STAG) is an open-source library for efficient spectral graph algorithms, and its development starts in September 2022. We have so far finished the component on local graph clustering, and this technical report presents a user's guide to STAG, showcase studies, and several technical considerations behind our development.

Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). Builds on 4 of its 13 references that are in the map. First posted on arXiv 5 Apr 2023.

Builds on

4 of 13 references.

References · 4

  1. 2020p-Norm Flow Diffusion for Local Graph Clusteringcited by 15
  2. 2020Hypergraph Clustering Based on PageRankcited by 15
  3. 2022A Tighter Analysis of Spectral Clustering, and Beyondcited by 13
  4. 2021Local Algorithms for Finding Densely Connected Clusterscited by 6

Built on by

Cited by year

Citing papers per year: 2023: 2; 2024: 1.

3 papers.

  1. 2023Fast and Simple Spectral Clustering in Theory and Practicecited by 5
  2. 2023Fast Approximation of Similarity Graphs with Kernel Density Estimationcited by 3
  3. 2024Spectral Toolkit of Algorithms for Graphs: Technical Report (2)cited by 0