Conference
Open access
2026
Graph-Assisted Large Language Models: A Perspective on Mitigating Intrinsic Limitations
This work presents the first systematic survey of graph-assisted LLMs from the perspective of how graph structures mitigate LLMs’ limitations, and introduces a taxonomy spanning Graph-Assisted Knowledge Augmentation, Graph-Assisted Reasoning and Planning, and Graph-Assisted LLM Collaboration.
Haitong Luo, Fali Wang, Weiyao Zhang et al.
· Annual Meeting of the Associ... · 2 citations