3 papers
cs.SI2025
Contrastive clustering based on regular equivalence for influential node identification in complex networks
Yanmei Hu, Yihang Wu, Bing Sun +4
Identifying influential nodes in complex networks is a fundamental task in network analysis with wide-ranging applications across domains. While deep learning has advanced node inf…
cs.SI2025
A graph neural network based on feature network for identifying influential nodes
Yanmei Hu, Siyuan Yin, Yihang Wu +2
Identifying influential nodes in complex networks is of great importance, and has many applications in practice. For example, finding influential nodes in e-commerce network can pr…
cs.SI2025
A two-stage model leveraging friendship network for community evolution prediction in interactive networks
Yanmei Hu, Yihang Wu, Biao Cai
Interactive networks representing user participation and interactions in specific "events" are highly dynamic, with communities reflecting collective behaviors that evolve over tim…