Where Would I Go Next? Large Language Models as Human Mobility Predictors

29 August 2023

Papers citing "Where Would I Go Next? Large Language Models as Human Mobility Predictors"

41 / 41 papers shown

Title
AI-Generated Fall Data: Assessing LLMs and Diffusion Model for Wearable Fall Detection Sana Alamgeer Yasine Souissi Anne H. H. Ngu 39 0 0 07 May 2025
Urban Computing in the Era of Large Language Models Zhonghang Li Lianghao Xia Xubin Ren J. Tang Tianyi Chen Yong-mei Xu Chenyu Huang 83 0 0 02 Apr 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian Sun Wei Ma 72 1 0 27 Mar 2025
A Survey on Mathematical Reasoning and Optimization with Large Language Models Ali Forootani OffRL LRM AI4CE 45 0 0 22 Mar 2025
A Foundational individual Mobility Prediction Model based on Open-Source Large Language Models Zhenlin Qin Leizhen Wang Francisco Camara Pereira Zhenlinag Ma 36 0 0 19 Mar 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 4 0 01 Dec 2024
Forecasting Unseen Points of Interest Visits Using Context and Proximity Priors Ziyao Li Shang-Ling Hsu Cyrus Shahabi 67 0 0 22 Nov 2024
TrajGPT: Controlled Synthetic Trajectory Generation Using a Multitask Transformer-Based Spatiotemporal Model Shang-Ling Hsu Emmanuel Tung John Krumm Cyrus Shahabi Khurram Hassan-Shafique 24 4 0 07 Nov 2024
Instruction-Tuning Llama-3-8B Excels in City-Scale Mobility Prediction Peizhi Tang Chuang Yang Tong Xing Xiaohang Xu Renhe Jiang Kaoru Sezaki 22 1 0 31 Oct 2024
Extracting Spatiotemporal Data from Gradients with Large Language Models Lele Zheng Yang Cao Renhe Jiang Kenjiro Taura Yulong Shen Sheng Li Masatoshi Yoshikawa 16 0 0 21 Oct 2024
nextlocllm: next location prediction using LLMs Shuai Liu Ning Cao Yile Chen Yue Jiang Gao Cong 29 1 0 11 Oct 2024
Joint Estimation and Prediction of City-wide Delivery Demand: A Large Language Model Empowered Graph-based Learning Approach Tong Nie Junlin He Yuewen Mei Guoyang Qin Guilong Li Jian Sun Wei Ma 37 3 0 30 Aug 2024
LIMP: Large Language Model Enhanced Intent-aware Mobility Prediction Songwei Li Jie Feng Jiawei Chi Xinyuan Hu Xiaomeng Zhao Fengli Xu 29 4 0 23 Aug 2024
Urban Mobility Assessment Using LLMs Prabin Bhandari Antonios Anastasopoulos Dieter Pfoser 27 4 0 22 Aug 2024
CityGPT: Empowering Urban Spatial Cognition of Large Language Models Jie Feng Yuwei Du Tianhui Liu Siqi Guo Yuming Lin Yong Li 45 13 0 20 Jun 2024
CityBench: Evaluating the Capabilities of Large Language Model as World Model Jie Feng Jun Zhang Junbo Yan Xin Zhang Tianjian Ouyang Tianhui Liu Yuwei Du Siqi Guo Yong Li ELM 56 0 0 20 Jun 2024
Pre-trained Transformer Uncovers Meaningful Patterns in Human Mobility Data Alameen Najjar 39 0 0 06 Jun 2024
Large Language Models are Zero-Shot Next Location Predictors Ciro Beneduce Bruno Lepri Massimiliano Luca 41 7 0 31 May 2024
Deciphering Human Mobility: Inferring Semantics of Trajectories with Large Language Models Yuxiao Luo Zhongcai Cao Xin Jin Kang Liu Ling Yin 21 0 0 30 May 2024
Enhancing Traffic Prediction with Textual Data Using Large Language Models Xiannan Huang 37 2 0 10 May 2024
A Survey of Time Series Foundation Models: Generalizing Time Series Representation with Large Language Model Weiqi Zhang Jiexia Ye Ke Yi Yongzi Yu Ziyue Li Jia Li Fugee Tsung AI4TS AI4CE 45 22 0 03 May 2024
A Short Survey of Human Mobility Prediction in Epidemic Modeling from Transformers to LLMs Christian N. Mayemba D'Jeff K. Nkashama Jean Marie Tshimula Maximilien V. Dialufuma Jean Tshibangu Muabila ... Kalonji Kalala Aristarque Ilunga Lambert Mukendi Ntobo Dominique Muteba A. Abedi 42 1 0 25 Apr 2024
Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark Elizabeth Fons Rachneet Kaur Soham Palande Zhen Zeng Svitlana Vyetrenko T. Balch AI4TS 37 12 0 25 Apr 2024
Large Language Models for Next Point-of-Interest Recommendation Peibo Li Maarten de Rijke Hao Xue Shuang Ao Yang Song Flora D. Salim 71 16 0 19 Apr 2024
Zero-shot Building Age Classification from Facade Image Using GPT-4 Zichao Zeng June Moh Goo Xinglei Wang Bin Chi Meihui Wang Jan Boehm VLM 29 2 0 15 Apr 2024
Where to Move Next: Zero-shot Generalization of LLMs for Next POI Recommendation Shanshan Feng Haoming Lyu Caishun Chen Y. Ong LRM 38 8 0 02 Apr 2024
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 89 115 0 21 Mar 2024
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond Wei Chen Yuxuan Liang Yuanshao Zhu Yanchuan Chang Kang Luo ... Chao Chen Kai Zheng Yunjun Gao Xiaofang Zhou Yu Zheng 63 22 0 21 Mar 2024
Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook Xingchen Zou Yibo Yan Xixuan Hao Yuehong Hu Haomin Wen ... Junbo Zhang Yong Li Tianrui Li Yu Zheng Yuxuan Liang HAI AI4TS 47 35 0 29 Feb 2024
UVTM: Universal Vehicle Trajectory Modeling with ST Feature Domain Generation Yan Lin Jilin Hu S. Guo Bin Yang Christian S. Jensen Youfang Lin Huaiyu Wan 40 0 0 11 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 97 47 0 05 Feb 2024
Position: What Can Large Language Models Tell Us about Time Series Analysis Ming Jin Yifan Zhang Wei Chen Kexin Zhang Yuxuan Liang Bin Yang Jindong Wang Shirui Pan Qingsong Wen AI4TS 29 16 0 05 Feb 2024
Large Language Models for Time Series: A Survey Xiyuan Zhang Ranak Roy Chowdhury Rajesh K. Gupta Jingbo Shang AI4TS 85 55 0 02 Feb 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 15 0 30 Jan 2024
Large Language Models for Travel Behavior Prediction Baichuan Mo Hanyong Xu Dingyi Zhuang Ruoyun Ma Xiaotong Guo Jinhua Zhao AI4TS LRM 18 8 0 30 Nov 2023
Exploring Large Language Models for Human Mobility Prediction under Public Events Yuebing Liang Yichao Liu Xiaohan Wang Zhan Zhao 125 30 0 29 Nov 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Yuxuan Liang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 35 117 0 16 Oct 2023
Large Language Models for Spatial Trajectory Patterns Mining Zhengwu Zhang Hossein Amiri Zhenke Liu Andreas Züfle Liang Zhao 16 18 0 07 Oct 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 389 8,495 0 28 Jan 2022