Call Neighbours Yourself: Graph Walks with Destination-Conditioned On-Policy Self-Distillation

Yilun Liu, Boyu Luo, Yanran Tang +2

Reasoning over text-attributed graphs (TAGs) requires large language models (LLMs) to combine a node's text with evidence distributed across its neighbourhood. Existing methods fix…