Large language models have evolved to process multiple modalities beyond text, such as
images and audio, which motivates us to explore how to effectively leverage them for graph …

Program-of-Thought (PoT), which aims to use programming language instead of natural
language as an intermediate step in reasoning, is an important way for LLMs to solve …

Graph computational tasks are inherently challenging and often demand the development of
advanced algorithms for effective solutions. With the emergence of large language models …