Few-shot knowledge graph (KG) reasoning is the main focus in field of reasoning. In order to expand application fields graph, a large number studies are based on training samples. However, we have learnt that there actually many missing relationships or entities and most cases, not instances when implementing new relationships. To tackle it, this study, authors aim predict entity given few refe...