@article{stllmdfaspatialtemporallargelanguage, title = {STLLM-DF: A Spatial-Temporal Large Language Model with Diffusion for Enhanced Multi-Mode Traffic System Forecasting}, author = {Zhiqi Shao and Haoning Xi and Haohui Lu and Ze Wang and Michael G. H. Bell and Junbin Gao}, year = {2024}, eprint = {2409.05921}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2409.05921v1}, }