Author name: Yiming Liu, Bin Lu, Xinbing Wang, Chenghu Zhou, Meng Jin

arXiv:2605.10503v2 Announce Type: new
Abstract: Large Language Models (LLMs) show remarkable semantic understanding but often struggle with structural understanding when processing graph topologies in a serialized format. Existing solutions rely on tr…

arXiv:2605.10503v1 Announce Type: new
Abstract: Large Language Models (LLMs) show remarkable semantic understanding but often struggle with structural understanding when processing graph topologies in a serialized format. Existing solutions rely on tr…