Large Language Models for Mobility Analysis in Transportation Systems: A Survey on Forecasting Tasks

Large Language Models for Mobility Analysis in Transportation Systems: A Survey on Forecasting Tasks

24 February 2025

Papers citing "Large Language Models for Mobility Analysis in Transportation Systems: A Survey on Forecasting Tasks"

12 / 12 papers shown

Title
Foundation Models for Time Series Analysis: A Tutorial and Survey Yuxuan Liang Haomin Wen Yuqi Nie Yushan Jiang Ming Jin Dongjin Song Shirui Pan Qingsong Wen AI4TS AI4CE 87 108 0 21 Mar 2024
VideoAgent: Long-form Video Understanding with Large Language Model as Agent Xiaohan Wang Yuhui Zhang Orr Zohar Serena Yeung-Levy VLM 108 83 0 15 Mar 2024
Prompt Mining for Language-based Human Mobility Forecasting Hao Xue Tianye Tang Ali Payani Flora D. Salim AI4TS 84 5 0 06 Mar 2024
TPLLM: A Traffic Prediction Framework Based on Pretrained Large Language Models Yilong Ren Yue Chen Shuai Liu Boyue Wang Haiyang Yu Zhiyong Cui AI4TS 59 18 0 04 Mar 2024
MobilityGPT: Enhanced Human Mobility Modeling with a GPT model Ammar Haydari Dongjie Chen Zhengfeng Lai Michael Zhang Chen-Nee Chuah 68 8 0 05 Feb 2024
Empowering Time Series Analysis with Large Language Models: A Survey Yushan Jiang Zijie Pan Xikun Zhang Sahil Garg Anderson Schneider Yuriy Nevmyvaka Dongjin Song AI4TS AIFin 87 46 0 05 Feb 2024
Large Language Models for Time Series: A Survey Xiyuan Zhang Ranak Roy Chowdhury Rajesh K. Gupta Jingbo Shang AI4TS 77 53 0 02 Feb 2024
Exploring Large Language Models for Human Mobility Prediction under Public Events Yuebing Liang Yichao Liu Xiaohan Wang Zhan Zhao 123 29 0 29 Nov 2023
Temporal Data Meets LLM -- Explainable Financial Time Series Forecasting Xinli Yu Zheng Chen Yuan Ling Shujing Dong Zongying Liu Yanbin Lu AIFin AI4TS 112 67 0 19 Jun 2023
A Study of Generative Large Language Model for Medical Research and Healthcare C.A.I. Peng Xi Yang Aokun Chen Kaleb E. Smith Nima M. Pournejatian ... W. Hogan E. Shenkman Yi Guo Jiang Bian Yonghui Wu LM&MA ELM AI4MH 140 238 0 22 May 2023
Leveraging Language Foundation Models for Human Mobility Forecasting Hao Xue Bhanu Prakash Voutharoja Flora D. Salim AI4TS 111 63 0 11 Sep 2022
Neural network is heterogeneous: Phase matters more Yuqi Nie Hui Yuan 60 3 0 03 Nov 2021