Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction

23 February 2018

Papers citing "Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction"

50 / 155 papers shown

Title
Rethinking Traffic Flow Forecasting: From Transition to Generatation Li Shijiao Ma Zhipeng He Huajun Chen Haiyue AI4TS 26 0 0 19 Apr 2025
TacticExpert: Spatial-Temporal Graph Language Model for Basketball Tactics Xu Lingrui Liu Mandi Zhang Lei 48 0 0 13 Mar 2025
Dynamic Trend Fusion Module for Traffic Flow Prediction Jing Chen Haocheng Ye Zhian Ying Yuntao Sun Wenqiang Xu AI4TS 42 6 0 18 Jan 2025
STContext: A Multifaceted Dataset for Developing Context-aware Spatio-temporal Crowd Mobility Prediction Models Liyue Chen Jiangyi Fang Tengfei Liu Fangyuan Gao Leye Wang AI4TS 31 0 0 08 Jan 2025
Graph Construction with Flexible Nodes for Traffic Demand Prediction Jinyan Hou Shan Liu Ya Zhang Haotong Qin AI4TS 36 0 0 03 Jan 2025
Spatially Constrained Transformer with Efficient Global Relation Modelling for Spatio-Temporal Prediction Ashutosh Sao Simon Gottschalk AI4TS 34 0 0 11 Nov 2024
VECTOR: Velocity-Enhanced GRU Neural Network for Real-Time 3D UAV Trajectory Prediction Omer Nacar Mohamed Abdelkader L. Ghouti Kahled Gabr Abdulrahman S. Al-Batati Anis Koubaa 29 4 0 24 Oct 2024
Leveraging Intra-Period and Inter-Period Features for Enhanced Passenger Flow Prediction of Subway Stations Xiannan Huang Chao Yang Quan Yuan AI4TS 22 0 0 16 Oct 2024
EasyST: A Simple Framework for Spatio-Temporal Prediction J. Tang Wei Wei Lianghao Xia Chao Huang 49 1 0 10 Sep 2024
Leveraging Large Language Models for Solving Rare MIP Challenges Teng Wang Wing-Yin Yu Ruifeng She Wenhan Yang Taijie Chen Jianping Zhang AI4CE 29 5 0 03 Sep 2024
Multiple Areal Feature Aware Transportation Demand Prediction Sumin Han Jisun An Y. Park Suji Kim Kitae Jang Dongman Lee AI4TS 21 0 0 23 Aug 2024
Privacy-Preserved Taxi Demand Prediction System Utilizing Distributed Data Ren Ozeki Haruki Yonekura Hamada Rizk Hirozumi Yamaguchi 26 1 0 09 Aug 2024
Demystifying Higher-Order Graph Neural Networks Maciej Besta Florian Scheidl Lukas Gianinazzi S. Klaiman Jürgen Müller Torsten Hoefler 46 2 0 18 Jun 2024
SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Series Forecasting Yue Jiang Xiucheng Li Yile Chen Shuai Liu Weilong Kong Antonis F. Lentzakis Gao Cong AI4TS AI4CE 31 1 0 18 Jun 2024
Continual Traffic Forecasting via Mixture of Experts Sanghyun Lee Chanyoung Park CLL 49 3 0 05 Jun 2024
Temporal Graph Learning Recurrent Neural Network for Traffic Forecasting Sanghyun Lee Chanyoung Park AI4TS 44 0 0 04 Jun 2024
FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction Zhonghang Li Lianghao Xia Yong-mei Xu Chao Huang OOD AI4TS 42 11 0 28 May 2024
Generated Contents Enrichment Mahdi Naseri Jiayan Qiu Zhou Wang 31 0 0 06 May 2024
Deep Multi-View Channel-Wise Spatio-Temporal Network for Traffic Flow Prediction Hao Miao Senzhang Wang Meiyue Zhang Diansheng Guo Funing Sun Fan Yang 47 1 0 23 Apr 2024
DST-GTN: Dynamic Spatio-Temporal Graph Transformer Network for Traffic Forecasting Songtao Huang Hongjin Song Tianqi Jiang A. Telikani Jun Shen Qingguo Zhou Binbin Yong Qiang Wu AI4TS 17 0 0 18 Apr 2024
SGRU: A High-Performance Structured Gated Recurrent Unit for Traffic Flow Prediction Wenfeng Zhang Xin Li Anqi Li Xiaoting Huang Ti Wang Honglei Gao AI4TS 37 1 0 18 Apr 2024
Low-rank Adaptation for Spatio-Temporal Forecasting Weilin Ruan Wei Chen Xilin Dang Jianxiang Zhou Weichuang Li Xu Liu Yuxuan Liang AI4TS 25 2 0 11 Apr 2024
LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models Haoran Li Junqi Liu Zexian Wang Shiyuan Luo Xiaowei Jia Huaxiu Yao 32 3 0 01 Apr 2024
CCDSReFormer: Traffic Flow Prediction with a Criss-Crossed Dual-Stream Enhanced Rectified Transformer Model Zhiqi Shao Michael G. H. Bell Ze Wang Glenn Geers Xusheng Yao Junbin Gao 32 4 0 26 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
Proactive Route Planning for Electric Vehicles Saeed Nasehi Farhana Choudhury E. Tanin 24 1 0 15 Mar 2024
Considering Nonstationary within Multivariate Time Series with Variational Hierarchical Transformer for Forecasting Muyao Wang Wenchao Chen Bo Chen 27 2 0 08 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
UrbanGPT: Spatio-Temporal Large Language Models Zhonghang Li Lianghao Xia Jiabin Tang Yong-mei Xu Lei Shi Long Xia Dawei Yin Chao Huang AI4TS 40 37 0 25 Feb 2024
RPMixer: Shaking Up Time Series Forecasting with Random Projections for Large Spatial-Temporal Data Chin-Chia Michael Yeh Yujie Fan Xin Dai Uday Singh Saini Vivian Lai ... Huiyuan Chen Yan Zheng Zhongfang Zhuang Liang Wang Wei Zhang AI4TS 23 7 0 16 Feb 2024
Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence Baris Coskunuzer I. Segovia-Dominguez Yuzhou Chen Yulia R. Gel AI4TS 11 1 0 24 Jan 2024
Fairness-Enhancing Vehicle Rebalancing in the Ride-hailing System Xiaotong Guo Hanyong Xu Dingyi Zhuang Yunhan Zheng Jinhua Zhao 28 5 0 29 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 24 28 0 19 Dec 2023
I Open at the Close: A Deep Reinforcement Learning Evaluation of Open Streets Initiatives R. T. Witter Lucas Rosenblatt HAI AI4CE 20 0 0 12 Dec 2023
Short-term prediction of construction waste transport activities using AI-Truck Meng Xu Ke Han 13 0 0 07 Dec 2023
GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks Zhonghang Li Lianghao Xia Yong-mei Xu Chao Huang AI4TS AI4CE 85 25 0 07 Nov 2023
Bayes-enhanced Multi-view Attention Networks for Robust POI Recommendation Jiangnan Xia Yu Yang Senzhang Wang Hongzhi Yin Jiannong Cao Phillp S. Yu 16 5 0 01 Nov 2023
Spatio-Temporal Meta Contrastive Learning Jiabin Tang Lianghao Xia Jie Hu Chao Huang AI4TS 16 7 0 26 Oct 2023
Explainable Spatio-Temporal Graph Neural Networks Jiabin Tang Lianghao Xia Chao Huang AI4TS 34 17 0 26 Oct 2023
Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis Zezhi Shao Fei Wang Yongjun Xu Wei Wei Chengqing Yu ... Guangyin Jin Xin Cao Gao Cong Christian S. Jensen Xueqi Cheng AI4TS 23 58 0 09 Oct 2023
MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation Z. Cai Renhe Jiang Xinyu Yang Zhaonan Wang Diansheng Guo Hiroki Kobayashi Xuan Song Ryosuke Shibasaki AI4TS 20 12 0 25 Sep 2023
Graph Neural Network for Stress Predictions in Stiffened Panels Under Uniform Loading Yuecheng Cai J. Jelovica AI4CE 37 0 0 22 Sep 2023
Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Network Weijia Zhang Le Zhang Jindong Han Hao Liu Jingbo Zhou Yu Mei Hui Xiong GNN AI4TS 38 10 0 31 Aug 2023
Deep graphical regression for jointly moderate and extreme Australian wildfires Daniela Cisneros J. Richards Ashok Dahal Luigi Lombardo Raphael Huser 14 20 0 28 Aug 2023
Meta Attentive Graph Convolutional Recurrent Network for Traffic Forecasting Adnan Zeb Yongchao Ye Shiyao Zhang James J. Q. Yu AI4TS 26 0 0 28 Aug 2023
Unified Data Management and Comprehensive Performance Evaluation for Urban Spatial-Temporal Prediction [Experiment, Analysis & Benchmark] Jiawei Jiang Chengkai Han Wayne Xin Zhao Jingyuan Wang 27 2 0 24 Aug 2023
Newell's theory based feature transformations for spatio-temporal traffic prediction Agnimitra Sengupta S. I. Guler OOD AI4TS 21 0 0 12 Jul 2023
Hybrid hidden Markov LSTM for short-term traffic flow prediction Agnimitra Sengupta A. Das S. I. Guler BDL AI4TS 11 2 0 11 Jul 2023
A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection Ming Jin Huan Yee Koh Qingsong Wen Daniele Zambon C. Alippi G. I. Webb Irwin King Shirui Pan AI4TS AI4CE 41 143 0 07 Jul 2023
STEF-DHNet: Spatiotemporal External Factors Based Deep Hybrid Network for Enhanced Long-Term Taxi Demand Prediction Sheraz Hassan Muhammad Ahmad Tahir M. Uppal Zubair Khalid Ivan Gorban Selim Turki 17 1 0 26 Jun 2023