TrafficGPT: Viewing, Processing and Interacting with Traffic Foundation Models

13 September 2023

Papers citing "TrafficGPT: Viewing, Processing and Interacting with Traffic Foundation Models"

33 / 33 papers shown

Title
UrbanPlanBench: A Comprehensive Urban Planning Benchmark for Evaluating Large Language Models Yu Zheng Longyi Liu Yuming Lin Jie Feng Guozhen Zhang Depeng Jin Yong Li ELM 75 0 0 23 Apr 2025
Multimodal Large Language Models for Enhanced Traffic Safety: A Comprehensive Review and Future Trends M. Tami Mohammed Elhenawy Huthaifa I. Ashqar 41 0 0 21 Apr 2025
Reimagining Urban Science: Scaling Causal Inference with Large Language Models Yutong Xia Ao Qu Yunhan Zheng Yihong Tang Dingyi Zhuang ... Cathy Wu R. Zimmermann Lijun Sun Roger Zimmermann Jinhua Zhao AI4CE 75 0 0 15 Apr 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
CorrA: Leveraging Large Language Models for Dynamic Obstacle Avoidance of Autonomous Vehicles Shanting Wang Panagiotis Typaldos Andreas A. Malikopoulos 51 0 0 03 Mar 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 38 0 0 25 Feb 2025
When language and vision meet road safety: leveraging multimodal large language models for video-based traffic accident analysis Ruixuan Zhang Beichen Wang Juexiao Zhang Zilin Bian Chen Feng K. Ozbay 45 2 0 17 Jan 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 40 5 0 08 Jan 2025
TransitGPT: A Generative AI-based framework for interacting with GTFS data using Large Language Models Saipraneeth Devunuri Lewis J. Lehe LM&MA 73 1 0 07 Dec 2024
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
What can LLM tell us about cities? Zhuoheng Li Yaochen Wang Zhixue Song Yuqi Huang Rui Bao Guanjie Zheng Z. Li 67 3 0 25 Nov 2024
TransCompressor: LLM-Powered Multimodal Data Compression for Smart Transportation Huanqi Yang Rucheng Wu Weitao Xu 70 3 0 25 Nov 2024
CauseJudger: Identifying the Cause with LLMs for Abductive Logical Reasoning Jinwei He Feng Lu ELM LRM 27 1 0 09 Sep 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 30 6 0 01 Aug 2024
Large Language Models for Human-like Autonomous Driving: A Survey Yun Li Kai Katsumata Ehsan Javanmardi Manabu Tsukada LM&MA 52 6 0 27 Jul 2024
Enhancing Travel Choice Modeling with Large Language Models: A Prompt-Learning Approach Xuehao Zhai Hanlin Tian Lintong Li Tianyu Zhao 45 1 0 19 Jun 2024
UrbanLLM: Autonomous Urban Activity Planning and Management with Large Language Models Yue Jiang Qin Chao Yile Chen Xiucheng Li Shuai Liu Gao Cong 33 5 0 18 Jun 2024
Generating and Evolving Reward Functions for Highway Driving with Large Language Models Xu Han Qiannan Yang Xianda Chen Xiaowen Chu Meixin Zhu 58 4 0 15 Jun 2024
CityGPT: Towards Urban IoT Learning, Analysis and Interaction with Multi-Agent System Qinghua Guan Jinhui Ouyang Di Wu Weiren Yu LLMAG AI4CE 32 1 0 23 May 2024
IncidentResponseGPT: Generating Traffic Incident Response Plans with Generative Artificial Intelligence Artur Grigorev Khaled Saleh Yuming Ou 27 5 0 29 Apr 2024
From Text to Transformation: A Comprehensive Review of Large Language Models' Versatility Pravneet Kaur Gautam Siddharth Kashyap Ankit Kumar Md. Tabrez Nafis Sandeep Kumar Vikrant Shokeen LM&MA 48 54 0 25 Feb 2024
Delving into Multi-modal Multi-task Foundation Models for Road Scene Understanding: From Learning Paradigm Perspectives Sheng Luo Wei Chen Wanxin Tian Rui Liu Luanxuan Hou ... Ling Shao Yi Yang Bojun Gao Qun Li Guobin Wu 51 13 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
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
AccidentGPT: Accident Analysis and Prevention from V2X Environmental Perception with Multi-modal Large Model Lening Wang Yilong Ren Han Jiang Pinlong Cai Daocheng Fu ... Haiyang Yu Xuesong Wang Hanchu Zhou Helai Huang Yinhai Wang 25 21 0 20 Dec 2023
Urban Generative Intelligence (UGI): A Foundational Platform for Agents in Embodied City Environment Fengli Xu Jun Zhang Chen Gao J. Feng Yong Li AI4CE LLMAG 26 29 0 19 Dec 2023
Towards Knowledge-driven Autonomous Driving Xin Li Yeqi Bai Pinlong Cai Licheng Wen Daocheng Fu ... Yikang Li Botian Shi Yong-Jin Liu Liang He Yu Qiao 34 26 0 07 Dec 2023
Empowering Autonomous Driving with Large Language Models: A Safety Perspective Yixuan Wang Ruochen Jiao Sinong Simon Zhan Chengtian Lang Chao Huang Zhaoran Wang Zhuoran Yang Qi Zhu 40 27 0 28 Nov 2023
LLM4Drive: A Survey of Large Language Models for Autonomous Driving Zhenjie Yang Xiaosong Jia Hongyang Li Junchi Yan ELM 39 96 0 02 Nov 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 267 2,494 0 06 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 328 11,953 0 04 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