Abstract: Dynamic graphs serve as an abstract mathematical model applicable to various real-world scenarios, allowing the integration of complex temporal, structural, and relational patterns in data.

Abstract: This paper presents an innovative approach to Knowledge Graph (KG) reasoning that integrates and Large Language Models (LLMs) into dynamically pruned message-passing networks. Conventional ...