Shapley-Guided Utility Learning for Effective Graph Inference Data Valuation

Hongliang Chi, Qiong Wu, Zhengyi Zhou +1

Graph Neural Networks (GNNs) have demonstrated remarkable performance in various graph-based machine learning tasks, yet evaluating the importance of neighbors of testing nodes rem…