417 citations · 439 across the 12 of their papers we have counts for
3 papers · 1 filter
Network localization governs social contagion dynamics with macro-level reinforcement
Leyang Xue, Kai-Cheng Yang, Peng-Bi Cui +1
The spread of ideas, behaviors, and technologies generally depends on feedback mechanisms operating across multiple scales. Previous studies have extensively examined pairwise tran…
Systematic comparison of graph embedding methods in practical tasks
Yi-Jiao Zhang, Kai-Cheng Yang, Filippo Radicchi
Network embedding techniques aim at representing structural properties of graphs in geometric space. Those representations are considered useful in downstream tasks such as link pr…
Model-free hidden geometry of complex networks
Yi-Jiao Zhang, Kai-Cheng Yang, Filippo Radicchi
The fundamental idea of embedding a network in a metric space is rooted in the principle of proximity preservation. Nodes are mapped into points of the space with pairwise distance…