2026
DAPrompt: Dual Alignment Prompt of Structure and Semantics for Few-shot Graph Learning
AAAI 2026technical
Few-shot graph learning remains a fundamental yet challenging problem, especially under heterophilic graph settings where connected nodes are likely to belong to different classes. In such scenarios, two key challenges arise: (1) unreliable or noisy graph structures that hinder effective message pas