2 papers
cs.LG2026
PreGS: A Parameter-Transfer-Based Multi-Expert Graph Neural Network for Node Classification
Zhicong Cai, Yinglong Zhang, Xiaoying Hong +2
Graph neural networks have achieved strong performance in node classification by aggregating information from graph neighborhoods. However, a single aggregation mechanism may be in…
cs.SI2026
Layered Division and Global Allocation for Community Detection in Multilayer Network
Fanghao Hu, Zhi Cai, Bang Wang
Community detection in multilayer networks (CDMN) is to divide a set of entities with multiple relation types into a few disjoint subsets, which has many applications in the Web, t…