The author proposes Pairwise Alignment (Pair-Align) as a novel method to address graph structure shift by mitigating conditional structure shift (CSS) and label shift (LS). Pair-Align demonstrates superior performance in real-world applications.
Pairwise Alignment method improves graph domain adaptation by addressing conditional structure shift and label shift.