3 papers
cs.AI2026
A Network-driven Framework for Public Event Forecasting via Dynamic Interaction Network Evolution
Jie Wei, Yue Liu, Xiaochuan Tang +3
Effective public event forecasting is essential for intelligent service systems, enabling proactive risk management, adaptive resource allocation, and timely decision-making. In ma…
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…