# Growing multiplex networks

arXiv: https://arxiv.org/abs/1302.7126 · HTML: https://mlsanity.com/paper/1302.7126/

## Key facts

- Cited by 4 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 28 Feb 2013.

## Built on by (most cited first, 4 of 4)

- [Few-shot Segmentation with Optimal Transport Matching and Message Flow](https://mlsanity.com/paper/2108.08518/) (2021)
- [A Tensor-Based Formulation of Hetero-functional Graph Theory](https://mlsanity.com/paper/2101.07220/) (2021)
- [Reconstructing Sparse Multiplex Networks with Application to Covert Networks](https://mlsanity.com/paper/2208.01739/) (2022)
- [The Structure and Dynamics of Knowledge Graphs, with Superficiality](https://mlsanity.com/paper/2305.08116/) (2023)

## Abstract (arXiv)

We propose a modeling framework for growing multiplexes where a node can belong to different networks. We define new measures for multiplexes and we identify a number of relevant ingredients for modeling their evolution such as the coupling between the different layers and the arrival time distribution of nodes. The topology of the multiplex changes significantly in the different cases under consideration, with effects of the arrival time of nodes on the degree distribution, average shortest paths and interdependence.