253 citations · 721 across the 25 of their papers we have counts for
3 papers · 1 filter
A Hybrid Adjacency and Time-Based Data Structure for Analysis of Temporal Networks
Tanner Hilsabeck, Makan Arastuie, Kevin S. Xu
Dynamic or temporal networks enable representation of time-varying edges between nodes. Conventional adjacency-based data structures used for storing networks such as adjacency lis…
A Mutually Exciting Latent Space Hawkes Process Model for Continuous-time Networks
Zhipeng Huang, Hadeel Soliman, Subhadeep Paul +1
Networks and temporal point processes serve as fundamental building blocks for modeling complex dynamic relational data in various domains. We propose the latent space Hawkes (LSH)…
The Multivariate Community Hawkes Model for Dependent Relational Events in Continuous-time Networks
Hadeel Soliman, Lingfei Zhao, Zhipeng Huang +2
The stochastic block model (SBM) is one of the most widely used generative models for network data. Many continuous-time dynamic network models are built upon the same assumption a…