Influential simplices mining via simplicial convolutional networks

Y Zeng, Y Huang, Q Wu, L Lü - Information Processing & Management, 2024 - Elsevier
The identification of influential simplices is crucial for understanding higher-order network
dynamics. Yet, despite relatively mature research on influential nodes (0-simplices) mining …

Influential Simplices Mining via Simplicial Convolutional Network

Y Zeng, Y Huang, Q Wu, L Lü - arXiv e-prints, 2023 - ui.adsabs.harvard.edu
Simplicial complexes have recently been in the limelight of higher-order network analysis,
where a minority of simplices play crucial roles in structures and functions due to network …