Towards graph foundation models: A survey and beyond

J Liu, C Yang, Z Lu, J Chen, Y Li, M Zhang… - arxiv preprint arxiv …, 2023 - arxiv.org
Foundation models have emerged as critical components in a variety of artificial intelligence
applications, and showcase significant success in natural language processing and several …

Graph meets llms: Towards large graph models

Z Zhang, H Li, Z Zhang, Y Qin, X Wang… - arxiv preprint arxiv …, 2023 - arxiv.org
Large models have emerged as the most recent groundbreaking achievements in artificial
intelligence, and particularly machine learning. However, when it comes to graphs, large …