3 papers
cs.SI2025
Basic Cycle Ratio: Cost-Effective Ranking of Influential Spreaders from Local and Global Perspectives
Wenxin Zheng, Wenfeng Shi, Tianlong Fan +1
Spreading processes are fundamental to complex networks. Identifying influential spreaders with dual local and global roles presents a crucial yet challenging task. To address this…
cs.SI2025
Weighted cycle-based identification of influential node groups in complex networks
Wenxin Zheng, Wenfeng Shi, Tianlong Fan +1
Identifying influential node groups in complex networks is crucial for optimizing information dissemination, epidemic control, and viral marketing. However, traditional centrality-…
cs.SI2024
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,…