23 citations · 25 across the 11 of their papers we have counts for
4 papers · 1 filter
Uncovering key predictors of high-growth firms via explainable machine learning
Yiwei Huang, Shuqi Xu, Linyuan Lü +2
Predicting high-growth firms has attracted increasing interest from the technological forecasting and machine learning communities. Most existing studies primarily utilize financia…
A universal optimization framework based on cycle ranking for influence maximization in complex networks
Wenfeng Shi, Tianlong Fan, Shuqi Xu +2
Influence maximization aims to identify a set of influential individuals, referred to as influencers, as information sources to maximize the spread of information within networks,…
The role of susceptible individuals in spreading dynamics
Chang Su, Fang Zhou, Linyuan Lü
Exploring the internal mechanism of information spreading is critical for understanding and controlling the process. Traditional spreading models often assume individuals play the…
Network higher-order structure dismantling
Peng Peng, Tianlong Fan, Linyuan Lü
Diverse higher-order structures, foundational for supporting a network's "meta-functions", play a vital role in structure, functionality, and the emergence of complex dynamics. Nev…