Graph Large Language Models 

S. Moghadas, Y. Lyu, B. Cornelis, A. Alahi, "STRADA-LLM: Graph LLM For Traffic Prediction", Preprint, 2024. 

C. Liu, K. Hettige, Q. Xu,  C. Long, S Xiang, G. Cong,  "ST-LLM+: Graph Enhanced Spatio-Temporal Large Language Models for Traffic Prediction," Transactions on Knowledge and Data Engineering, Volume 37, pages 4846-4859, 2025.

C. Peng,C. Xu,H. Chen,Q. Ai,G. Zhang, X. Cui, “Large Language Models As Spatiotemporal Graph Learning Enhancers for Large-Scale Traffic Forecasting”, The International Journal of Transportation Research, 2025.