Qingsong Wang

Structure-Feature Aligned Graph Learning via Alternating Constrained Optimization

Chengcheng Yan, Qingsong Wang

We introduce a constrained two-view framework for node prediction that aligns structure-conditioned GNN embeddings with a structure-free feature prior learned by an anchor model. Conventional Graph Neural Networks (GNNs) couple feature transformation and neighborhood aggregation,…Read more