TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language
Models

TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models

4 March 2024

Papers citing "TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models"

12 / 12 papers shown

Title
CrashSage: A Large Language Model-Centered Framework for Contextual and Interpretable Traffic Crash Analysis Hao Zhen Jidong J. Yang 14 0 0 08 May 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian-jun Sun Wei Ma 58 1 0 27 Mar 2025
Visual Reasoning at Urban Intersections: FineTuning GPT-4o for Traffic Conflict Detection Sari Masri Huthaifa I. Ashqar Mohammed Elhenawy 48 0 0 27 Feb 2025
Independent Mobility GPT (IDM-GPT): A Self-Supervised Multi-Agent Large Language Model Framework for Customized Traffic Mobility Analysis Using Machine Learning Models Fengze Yang Xiaoyue Cathy Liu Lingjiu Lu Bingzhang Wang Chenxi 30 0 0 25 Feb 2025
Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions Doaa Mahmud Hadeel Hajmohamed Shamma Almentheri Shamma Alqaydi Lameya Aldhaheri R. A. Khalil Nasir Saeed AI4TS 38 4 0 08 Jan 2025
BIGCity: A Universal Spatiotemporal Model for Unified Trajectory and Traffic State Data Analysis Xie Yu Jingyuan Wang Yifan Yang Qian Huang Ke Qu 72 0 0 01 Dec 2024
Large Language Models (LLMs) as Traffic Control Systems at Urban Intersections: A New Paradigm Sari Masri Huthaifa I. Ashqar Mohammed Elhenawy LRM 23 6 0 16 Nov 2024
Leveraging Large Language Models (LLMs) for Traffic Management at Urban Intersections: The Case of Mixed Traffic Scenarios Sari Masri Huthaifa I. Ashqar Mohammed Elhenawy 14 6 0 01 Aug 2024
Leveraging Large Language Models for Integrated Satellite-Aerial-Terrestrial Networks: Recent Advances and Future Directions Shumaila Javaid R. A. Khalil Nasir Saeed Bin He Mohamed-Slim Alouini 32 8 0 05 Jul 2024
A Survey of Generative Techniques for Spatial-Temporal Data Mining Qianru Zhang Haixin Wang Cheng Long Liangcai Su Xingwei He ... Tailin Wu Hongzhi Yin S. Yiu Qi Tian Christian S. Jensen AI4TS 44 7 0 15 May 2024
Traffic Performance GPT (TP-GPT): Real-Time Data Informed Intelligent ChatBot for Transportation Surveillance and Management Bingzhang Wang Zhiyu Cai Muhammad Monjurul Karim Chenxi Liu Yinhai Wang 26 6 0 05 May 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 77 14 0 30 Jan 2024