How Can Large Language Models Understand Spatial-Temporal Data?

How Can Large Language Models Understand Spatial-Temporal Data?

25 January 2024

Papers citing "How Can Large Language Models Understand Spatial-Temporal Data?"

10 / 10 papers shown

Title
Using LLMs for Analyzing AIS Data Gaspard Mertends Gilles Dejaegere Mahmoud Sakr 36 0 0 10 Apr 2025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap Tong Nie Jian-jun Sun Wei Ma 69 1 0 27 Mar 2025
Online Reasoning Video Segmentation with Just-in-Time Digital Twins Yiqing Shen Bohan Liu Chenjia Li Lalithkumar Seenivasan Mathias Unberath VOS 83 2 0 27 Mar 2025
Multi-modal Time Series Analysis: A Tutorial and Survey Yushan Jiang Kanghui Ning Zijie Pan Xuyang Shen Jingchao Ni Wenchao Yu Anderson Schneider Haifeng Chen Yuriy Nevmyvaka Dongjin Song AI4TS 152 0 0 17 Mar 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 5 0 08 Jan 2025
UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow Prediction Yuan Yuan Jingtao Ding Chonghua Han Depeng Jin Yong Li Yong Li AI4TS AI4CE 84 2 0 20 Nov 2024
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM Yiheng Huang Xiaowei Mao S. Guo Yubin Chen Junfeng Shen Tiankuo Li Youfang Lin Huaiyu Wan AI4TS 40 1 0 12 Jul 2024
Mixer is more than just a model Qingfeng Ji Yuxin Wang Letong Sun 32 0 0 28 Feb 2024
UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction Yuan Yuan Jingtao Ding J. Feng Depeng Jin Yong Li AI4TS 29 50 0 19 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