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
Multimodal Power Outage Prediction for Rapid Disaster Response and Resource Allocation Alejandro Aparcedo Christian Lopez Abhinav Kotta Mengjie Li 73 1 0 14 Sep 2024
SAUC: Sparsity-Aware Uncertainty Calibration for Spatiotemporal Prediction with Graph Neural Networks Dingyi Zhuang Yuheng Bu Guang Wang Shenhao Wang Jinhua Zhao BDL 93 1 0 13 Sep 2024
EasyST: A Simple Framework for Spatio-Temporal Prediction J. Tang Wei Wei Lianghao Xia Chao Huang 93 2 0 10 Sep 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 141 4 0 30 Aug 2024
Variational Mode-Driven Graph Convolutional Network for Spatiotemporal Traffic Forecasting Osama Ahmad Zubair Khalid Fabian Waschkowski Zubair Khalid GNN AI4TS 91 1 0 29 Aug 2024
TCNFormer: Temporal Convolutional Network Former for Short-Term Wind Speed Forecasting Abid Hasan Zim Aquib Iqbal Asad Malik Zhicheng Dong Hanzhou Wu AI4TS 61 2 0 27 Aug 2024
Reprogramming Foundational Large Language Models(LLMs) for Enterprise Adoption for Spatio-Temporal Forecasting Applications: Unveiling a New Era in Copilot-Guided Cross-Modal Time Series Representation Learning Sakhinana Sagar Srinivas Chidaksh Ravuru Geethan Sannidhi Venkataramana Runkana AI4TS 102 0 0 26 Aug 2024
Joint Hypergraph Rewiring and Memory-Augmented Forecasting Techniques in Digital Twin Technology Sagar Srinivas Sakhinana Krishna Sai Sudhir Aripirala Shivam Gupta Venkataramana Runkana 71 0 0 22 Aug 2024
Multi-Source Knowledge-Based Hybrid Neural Framework for Time Series Representation Learning Sagar Srinivas Sakhinana Krishna Sai Sudhir Aripirala Shivam Gupta Venkataramana Runkana BDL AI4TS AI4CE 114 0 0 22 Aug 2024
Geolocation Representation from Large Language Models are Generic Enhancers for Spatio-Temporal Learning Junlin He Tong Nie Wei Ma AI4TS 96 3 0 22 Aug 2024
LightWeather: Harnessing Absolute Positional Encoding to Efficient and Scalable Global Weather Forecasting Yisong Fu Fei Wang Zezhi Shao Chengqing Yu Yujie Li Zhao Chen Zhulin An Yongjun Xu AI4TS 92 0 0 19 Aug 2024
Linear Attention is Enough in Spatial-Temporal Forecasting Xinyu Ning AI4TS 102 0 0 17 Aug 2024
OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction Zhonghang Li Long Xia Lei Shi Yong-mei Xu D. Yin Chao Huang VLM AI4TS AI4CE 89 10 0 16 Aug 2024
Multi-View Neural Differential Equations for Continuous-Time Stream Data in Long-Term Traffic Forecasting Zibo Liu Zhe Jiang Shigang Chen AI4TS 112 0 0 12 Aug 2024
Spacetime $E(n)$ -Transformer: Equivariant Attention for Spatio-temporal Graphs Sergio G. Charles 79 0 0 12 Aug 2024
Enhanced Prediction of Multi-Agent Trajectories via Control Inference and State-Space Dynamics Yu Zhang Yongxiang Zou Haoyu Zhang Zeyu Liu Houcheng Li Long Cheng AI4CE 84 1 0 08 Aug 2024
Spatio-Temporal Partial Sensing Forecast for Long-term Traffic Zibo Liu Zhe Jiang Zelin Xu Tingsong Xiao Zhengkun Xiao Haibo Wang Shigang Chen AI4TS 76 0 0 02 Aug 2024
LLMExplainer: Large Language Model based Bayesian Inference for Graph Explanation Generation Jiaxing Zhang Jiayi Liu Dongsheng Luo Jennifer Neville Hua Wei 95 3 0 22 Jul 2024
Robust Multivariate Time Series Forecasting against Intra- and Inter-Series Transitional Shift Hui He Qi Zhang Kun Yi Xiaojun Xue Shoujin Wang Liang Hu Longbin Cao OOD AI4TS 112 0 0 18 Jul 2024
Urban Traffic Forecasting with Integrated Travel Time and Data Availability in a Conformal Graph Neural Network Framework Mayur Patil Qadeer Ahmed Shawn Midlam-Mohler AI4TS 82 0 0 17 Jul 2024
XTraffic: A Dataset Where Traffic Meets Incidents with Explainability and More Xiaochuan Gou Ziyue Li Tian-Shing Lan Junpeng Lin Zhishuai Li Bingyu Zhao Chen Zhang Di Wang Xiangliang Zhang AI4TS 108 1 0 16 Jul 2024
Accounting for Work Zone Disruptions in Traffic Flow Forecasting Yuanjie Lu Amarda Shehu David Lattanzi GNN 101 0 0 16 Jul 2024
ST-RetNet: A Long-term Spatial-Temporal Traffic Flow Prediction Method Baichao Long Wang Zhu Jianli Xiao GNN AI4TS 58 3 0 13 Jul 2024
STD-PLM: Understanding Both Spatial and Temporal Properties of Spatial-Temporal Data with PLM YiHeng Huang Xiaowei Mao Shengnan Guo Yubin Chen Junfeng Shen Tiankuo Li Youfang Lin Huaiyu Wan AI4TS 107 0 0 12 Jul 2024
Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction Yicheng Zhou Pengfei Wang Hao Dong Denghui Zhang Dingqi Yang Yanjie Fu Pengyang Wang AI4TS AI4CE GNN 112 6 0 24 Jun 2024
Traffic Prediction considering Multiple Levels of Spatial-temporal Information: A Multi-scale Graph Wavelet-based Approach Zilin Bian Jingqin Gao K. Ozbay Zhenning Li 61 0 0 18 Jun 2024
Enhancing Spatio-temporal Quantile Forecasting with Curriculum Learning: Lessons Learned Du Yin Jinliang Deng Shuang Ao Zechen Li Hao Xue Arian Prabowo Renhe Jiang Xuan Song Flora Salim AI4TS 115 0 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 89 6 0 18 Jun 2024
XXLTraffic: Expanding and Extremely Long Traffic forecasting beyond test adaptation Du Yin Hao Xue Arian Prabowo Shuang Ao Flora Salim AI4TS 89 0 0 18 Jun 2024
Rethinking Spatio-Temporal Transformer for Traffic Prediction:Multi-level Multi-view Augmented Learning Framework Jiaqi Lin Qianqian Ren ViT AI4TS 103 2 0 17 Jun 2024
SpoT-Mamba: Learning Long-Range Dependency on Spatio-Temporal Graphs with Selective State Spaces Jinhyeok Choi Heehyeon Kim Minhyeong An Joyce Jiyoung Whang Mamba 75 2 0 17 Jun 2024
Interpretable Cascading Mixture-of-Experts for Urban Traffic Congestion Prediction Wenzhao Jiang Jindong Han Hao Liu Tao Tao Naiqiang Tan Hui Xiong MoE 89 11 0 14 Jun 2024
Pre-Training Identification of Graph Winning Tickets in Adaptive Spatial-Temporal Graph Neural Networks Wenying Duan Tianxiang Fang Hong Rao Xiaoxi He 84 0 0 12 Jun 2024
EpiLearn: A Python Library for Machine Learning in Epidemic Modeling Zewen Liu Yunxiao Li Mingyang Wei Guancheng Wan Max S. Y. Lau Wei Jin 59 6 0 10 Jun 2024
PANDORA: Deep graph learning based COVID-19 infection risk level forecasting Shuo Yu Xiwei Xu Yueru Wang Shihao Li F. Febrinanto Madhu Chetty 64 2 0 07 Jun 2024
Continual Traffic Forecasting via Mixture of Experts Sanghyun Lee Chanyoung Park CLL 100 4 0 05 Jun 2024
MagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data Jianping Zhou Bin Lu Zhanyu Liu Siyu Pan Xuejun Feng Hua Wei Guanjie Zheng Xinbing Wang Chenghu Zhou 99 2 0 05 Jun 2024
Temporal Graph Learning Recurrent Neural Network for Traffic Forecasting Sanghyun Lee Chanyoung Park AI4TS 92 0 0 04 Jun 2024
ST-DPGAN: A Privacy-preserving Framework for Spatiotemporal Data Generation Wei Shao Rongyi Zhu Cai Yang Chandra Thapa Muhammad Ejaz Ahmed S. Çamtepe Rui Zhang DuYong Kim Hamid Menouar Flora D. Salim 82 0 0 04 Jun 2024
Frequency Enhanced Pre-training for Cross-city Few-shot Traffic Forecasting Zhanyu Liu Jianrong Ding Guanjie Zheng AI4TS 79 3 0 03 Jun 2024
GATE: How to Keep Out Intrusive Neighbors Nimrah Mustafa R. Burkholz 138 1 0 01 Jun 2024
Learning on Large Graphs using Intersecting Communities Ben Finkelshtein .Ismail .Ilkan Ceylan Michael M. Bronstein Ron Levie GNN 91 6 0 31 May 2024
MGCP: A Multi-Grained Correlation based Prediction Network for Multivariate Time Series Zhicheng Chen Xi Xiao Ke-Li Xu Zhong Zhang Yu Rong Qing Li Guojun Gan Zhiqiang Xu Peilin Zhao AI4TS 88 0 0 30 May 2024
Learning Latent Graph Structures and their Uncertainty A. Manenti Daniele Zambon Cesare Alippi BDL 168 1 0 30 May 2024
Predicting Parking Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach Huaiwu Zhang Yutong Xia Siru Zhong Kun Wang Zekun Tong Qingsong Wen Roger Zimmermann Yuxuan Liang 61 0 0 29 May 2024
Continuous Product Graph Neural Networks Aref Einizade Fragkiskos D. Malliaros Jhony H. Giraldo 101 2 0 29 May 2024
ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks Wanlin Cai Kun Wang Hao Wu Xiaoxu Chen Yuankai Wu AI4TS 66 0 0 28 May 2024
FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction Zhonghang Li Lianghao Xia Yong-mei Xu Chao Huang OOD AI4TS 95 13 0 28 May 2024
Enhancing Sustainable Urban Mobility Prediction with Telecom Data: A Spatio-Temporal Framework Approach ChungYi Lin Shen-Lung Tung Hung-Ting Su Winston H. Hsu 38 1 0 26 May 2024
A Gap in Time: The Challenge of Processing Heterogeneous IoT Point Data in Buildings Xiachong Lin Arian Prabowo Imran Razzak Hao Xue Matthew Amos Sam Behrens Stephen White Flora D. Salim 59 1 0 23 May 2024