Zhen'an Gao

Introspective Dynamic Strategy for Knowledge Graph Enhanced Reasoning in Large Language Models

Large Language Models (LLMs) achieve strong performance on many tasks, yet their reasoning can remain brittle and their decision process is often insufficiently transparent. Knowledge graphs (KGs) provide explicit entities and relations that can ground reasoning and improve traceability. However, most KG-augmented appr...