Label-aware Dual-view Graph Neural Network for Protein-Protein Interaction Classification

Xiaofei Zhu, Xinsheng Wang, Yanyan Lan, Xin Feng, Xiaoyang Liu, Di Ming

Abstract: Highlights•Propose to learn PPI representations jointly from both topology and consensus views.•Introduce label signal to guide the learning process of PPI representations.•Enforce a constraint to maintain consistency between topology and consensus views.•Conduct extensive experiments to verify the effectiveness of the proposed method.