Jul 2026
Selectivity Matters: Source Node Influence Pruning for Unsupervised Graph Domain Adaptation
SNIP quantifies the structural discrepancy between individual source nodes and the target domain by integrating multiple centrality measures, assigning each source node an influence score, and constructs a refined"sub-source"graph that is inherently more beneficial for subsequent alignment.
Ridong Han, Yawen Shen, Zhongnian Li et al.
· arXiv.org · 0 citations