GraphPrompter improves few-shot graph in-context learning by reconstructing prompt subgraphs, selecting prompts with kNN and learned importance, and adding cached pseudo-labeled test samples.
Robust graph representation learning via neural sparsifica- tion,
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GraphPrompter: Multi-stage Adaptive Prompt Optimization for Graph In-Context Learning
GraphPrompter improves few-shot graph in-context learning by reconstructing prompt subgraphs, selecting prompts with kNN and learned importance, and adding cached pseudo-labeled test samples.