TrafHILLM: Highway network traffic flow prediction with heterogeneous graph-based and instruction fine-tuned large language model

Expert Systems with Applications 2026

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Authors: Hongrui Wang, Shanchuan Yu, Jiayin Wang, Xiaoyan Zhu, Jiaxuan Li, Yuchuan Du

DOI: 10.1016/j.eswa.2026.133413

Cited by: 1

References: 41

Fields of Study & Subjects

Traffic Prediction and Management Techniques Advanced Graph Neural Networks Traffic control and management

References 41