Graph WaveNet for Deep Spatial-Temporal Graph Modeling

31 May 2019

Papers citing "Graph WaveNet for Deep Spatial-Temporal Graph Modeling"

50 / 585 papers shown

Title
Strada-LLM: Graph LLM for traffic prediction Seyed Mohamad Moghadas Yangxintong Lyu Bruno Cornelis Alexandre Alahi Adrian Munteanu AI4TS 114 1 0 17 Feb 2025
Spatiotemporal Graph Neural Networks in short term load forecasting: Does adding Graph Structure in Consumption Data Improve Predictions? Quoc Viet Nguyen Joaquín Delgado Fernández Sergio Potenciano Menci AI4TS 102 0 0 14 Feb 2025
Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning Chengkai Han Jingyuan Wang Y. Wang Xie Yu Hao Lin Chao Li Junjie Wu AI4TS 116 1 0 08 Feb 2025
GST-UNet: Spatiotemporal Causal Inference with Time-Varying Confounders Miruna Oprescu David K. Park Xihaier Luo Shinjae Yoo Nathan Kallus AI4TS CML 117 0 0 07 Feb 2025
Dynamic Trend Fusion Module for Traffic Flow Prediction Jing Chen Haocheng Ye Zhian Ying Yuntao Sun Wenqiang Xu AI4TS 98 9 0 18 Jan 2025
A Multi-Layer CNN-GRUSKIP model based on transformer for spatial TEMPORAL traffic flow prediction Karimeh Ibrahim Mohammad Ata Mohd Khair Hassan Ayad Ghany Ismaeel Syed Abdul Rahman Al-Haddad Thamer Alquthami Sameer Alani 82 9 0 09 Jan 2025
Progressive Supervision via Label Decomposition: An Long-Term and Large-Scale Wireless Traffic Forecasting Method Daojun Liang Haixia Zhang Dongfeng Yuan AI4TS 87 0 0 09 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 129 1 0 08 Jan 2025
Graph Construction with Flexible Nodes for Traffic Demand Prediction Jinyan Hou Shan Liu Ya Zhang Haotong Qin AI4TS 110 0 0 03 Jan 2025
A Novel Convolution and Attention Mechanism-based Model for 6D Object Pose Estimation Alexander Du Yingwu Zhu 3DPC 81 0 0 31 Dec 2024
Multimodal joint prediction of traffic spatial-temporal data with graph sparse attention mechanism and bidirectional temporal convolutional network Dongran Zhang Jiangnan Yan K. Polat A. Alhudhaif Jun Li AI4TS 109 15 0 31 Dec 2024
STAHGNet: Modeling Hybrid-grained Heterogenous Dependency Efficiently for Traffic Prediction Jiangming Wang Zehua Peng Yijia Zhang Dengbo He Lei Chen 78 0 0 23 Dec 2024
Global Spatio-Temporal Fusion-based Traffic Prediction Algorithm with Anomaly Aware Chaoqun Liu Xuanpeng Li Chen Gong Guangyu Li 95 0 0 19 Dec 2024
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting Tongtong Zhang Zhiyong Cui Bingzhang Wang Yilong Ren Haiyang Yu Pan Deng Yinhai Wang AI4TS 127 0 0 18 Dec 2024
FairTP: A Prolonged Fairness Framework for Traffic Prediction Jiangnan Xia Yu Yang Jiaxing Shen Senzhang Wang Jiannong Cao AI4TS 160 1 0 18 Dec 2024
ST-FiT: Inductive Spatial-Temporal Forecasting with Limited Training Data Zhenyu Lei Yushun Dong Jundong Li Chen Chen AI4TS 139 0 0 14 Dec 2024
Memory-enhanced Invariant Prompt Learning for Urban Flow Prediction under Distribution Shifts Haiyang Jiang Tong Chen Wentao Zhang Nguyen Quoc Viet Hung Yuan Yuan Yong Li Lizhen Cui OOD AI4TS 469 1 0 07 Dec 2024
Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations Yunhua Pei Jin Zheng John Cartlidge AIFin 136 1 0 05 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 146 6 0 01 Dec 2024
HiMoE: Heterogeneity-Informed Mixture-of-Experts for Fair Spatial-Temporal Forecasting Shaohan Yu Pan Deng Yu Zhao Jiaheng Liu Ziáng Wang MoE 591 0 0 30 Nov 2024
DualCast: A Model to Disentangle Aperiodic Events from Traffic Series Xinyu Su Feng Liu Yanchuan Chang E. Tanin Majid Sarvi Jianzhong Qi AI4TS 148 2 0 27 Nov 2024
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 199 2 0 20 Nov 2024
Unveiling the Inflexibility of Adaptive Embedding in Traffic Forecasting Hongjun Wang Jiyuan Chen Lingyu Zhang Renhe Jiang Xuan Song AI4TS 189 1 0 18 Nov 2024
Fully Automated Correlated Time Series Forecasting in Minutes Xinle Wu Xingjian Wu Dalin Zhang Miao Zhang Chenjuan Guo Bin Yang Christian S. Jensen AI4TS 105 6 0 06 Nov 2024
UnityGraph: Unified Learning of Spatio-temporal features for Multi-person Motion Prediction Kehua Qu Rui Ding Jin Tang 3DH 87 0 0 06 Nov 2024
RAM: Replace Attention with MLP for Efficient Multivariate Time Series Forecasting Suhan Guo Jiahong Deng Yi Wei Hui Dou Furao Shen Jian Zhao AI4TS 485 0 0 31 Oct 2024
Higher-order Cross-structural Embedding Model for Time Series Analysis Guancen Lin Cong Shen Aijing Lin AI4TS 56 0 0 30 Oct 2024
Extralonger: Toward a Unified Perspective of Spatial-Temporal Factors for Extra-Long-Term Traffic Forecasting Zhiwei Zhang Shaojun E Fandong Meng Jie Zhou Wenjuan Han 85 1 0 30 Oct 2024
Graph Based Traffic Analysis and Delay Prediction Gabriele Borg Charlie Abela GNN 86 0 0 28 Oct 2024
FACTS: A Factored State-Space Framework For World Modelling Li Nanbo Firas Laakom Yucheng Xu Wenyi Wang Jürgen Schmidhuber AI4TS 538 1 0 28 Oct 2024
TEAM: Topological Evolution-aware Framework for Traffic Forecasting--Extended Version Duc Kieu Tung Kieu Peng Han Bin Yang Christian S. Jensen Bac Le AI4TS 63 2 0 24 Oct 2024
SSMT: Few-Shot Traffic Forecasting with Single Source Meta-Transfer K. Bhaumik Minha Kim Fahim Faisal Niloy A. Ali Simon S. Woo AI4TS 62 0 0 21 Oct 2024
On the Regularization of Learnable Embeddings for Time Series Forecasting L. Butera G. Felice Andrea Cini Cesare Alippi AI4TS 101 0 0 18 Oct 2024
Leveraging Intra-Period and Inter-Period Features for Enhanced Passenger Flow Prediction of Subway Stations Xiannan Huang Chao Yang Quan Yuan AI4TS 58 0 0 16 Oct 2024
Incorporating Long-term Data in Training Short-term Traffic Prediction Model Xiannan Huang Shuhan Qiu Yan Cheng Quan Yuan Chao Yang AI4TS 108 0 0 16 Oct 2024
Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting Wei Chen Yuxuan Liang AI4TS 105 2 0 16 Oct 2024
Online Multi-modal Root Cause Analysis Lecheng Zheng Zhengzhang Chen Haifeng Chen Jingrui He 91 1 0 13 Oct 2024
Fusion Matrix Prompt Enhanced Self-Attention Spatial-Temporal Interactive Traffic Forecasting Framework Mu Liu MingChen Sun YingJi Li Ying Wang AI4TS 77 0 0 12 Oct 2024
WardropNet: Traffic Flow Predictions via Equilibrium-Augmented Learning Kai Jungel Dario Paccagnan Axel Parmentier Maximilian Schiffer 62 1 0 09 Oct 2024
TIMBA: Time series Imputation with Bi-directional Mamba Blocks and Diffusion models Javier Solís-García Belén Vega-Márquez Juan A. Nepomuceno Isabel A. Nepomuceno-Chamorro Mamba AI4TS AI4CE 74 0 0 08 Oct 2024
Evaluating the Generalization Ability of Spatiotemporal Model in Urban Scenario Hongjun Wang Jiyuan Chen Tong Pan Zheng Dong Lingyu Zhang Renhe Jiang Xuan Song OOD 191 4 0 07 Oct 2024
SDA-GRIN for Adaptive Spatial-Temporal Multivariate Time Series Imputation Amir Eskandari Aman Anand Drishti Sharma F. Zulkernine AI4TS 101 0 0 04 Oct 2024
STGformer: Efficient Spatiotemporal Graph Transformer for Traffic Forecasting Hongjun Wang Jiyuan Chen Tong Pan Zheng Dong Lingyu Zhang Renhe Jiang Xuan Song AI4TS GNN 114 1 0 01 Oct 2024
Robust Traffic Forecasting against Spatial Shift over Years Hongjun Wang Jiyuan Chen Tong Pan Zheng Dong Lingyu Zhang Renhe Jiang Xuan Song AI4TS OOD 88 2 0 01 Oct 2024
Evolving Multi-Scale Normalization for Time Series Forecasting under Distribution Shifts Dalin Qin Yehui Li Weiqi Chen Zhaoyang Zhu Qingsong Wen Liang Sun Pierre Pinson Yi Wang AI4TS 58 1 0 29 Sep 2024
Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph Guancheng Wan Zewen Liu Max S. Y. Lau B. A. Prakash Wei Jin 156 11 0 28 Sep 2024
HSTFL: A Heterogeneous Federated Learning Framework for Misaligned Spatiotemporal Forecasting Shuowei Cai Hao Liu AI4TS 47 1 0 27 Sep 2024
A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction Guangyu Wang Yujie Chen Ming Gao Zhiqiao Wu Jiafu Tang Jiabi Zhao AI4TS MoE 126 3 0 26 Sep 2024
AutoSTF: Decoupled Neural Architecture Search for Cost-Effective Automated Spatio-Temporal Forecasting Tengfei Lyu Weijia Zhang Jinliang Deng Hao Liu AI4TS 79 5 0 25 Sep 2024
Spatial-Temporal Mixture-of-Graph-Experts for Multi-Type Crime Prediction Ziyang Wu Fan Liu Jindong Han Yuxuan Liang Hao Liu 75 3 0 24 Sep 2024