ARTFEED — Contemporary Art Intelligence

Survey of Graph Frameworks for Higher-Order Networks

publication · 2026-05-14

A new book provides a comprehensive overview of mathematical formalisms for modeling higher-order networks, extending classical graph models to capture multiway, hierarchical, temporal, multilayer, recursive, and tensor-based interactions. The survey emphasizes structural principles, relationships, and modeling roles, aiming to unify diverse approaches for theoretical and practical applications. Published on arXiv under identifier 2605.12509.

Key facts

  • arXiv identifier: 2605.12509
  • Publication type: cross
  • Covers multiway, hierarchical, temporal, multilayer, recursive, and tensor-based interactions
  • Emphasizes structural principles, relationships, and modeling roles
  • Aims to provide a unified perspective for comparing higher-order network models
  • Targets theoretical study and practical applications

Entities

Institutions

  • arXiv

Sources