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
Movement Analytics: Current Status, Application to Manufacturing, and Future Prospects from an AI Perspective Peter Baumgartner Daniel V. Smith Mashud Rana Reena Kapoor Elena Tartaglia A. Schutt Ashfaqur Rahman John Taylor S. Dunstall 85 4 0 04 Oct 2022
DynDepNet: Learning Time-Varying Dependency Structures from fMRI Data via Dynamic Graph Structure Learning Alexander Campbell A. Zippo L. Passamonti N. Toschi Pietro Lio 80 5 0 27 Sep 2022
Traffic Accident Risk Forecasting using Contextual Vision Transformers Khaled Saleh Artur Grigorev Adriana-Simona Mihaita ViT 67 10 0 20 Sep 2022
Scalable Spatiotemporal Graph Neural Networks Andrea Cini Ivan Marisca F. Bianchi Cesare Alippi AI4TS AI4CE 112 57 0 14 Sep 2022
Residual Correction in Real-Time Traffic Forecasting Daejin Kim Young Cho Dongmin Kim Cheonbok Park Jaegul Choo 108 7 0 12 Sep 2022
HAGCN : Network Decentralization Attention Based Heterogeneity-Aware Spatiotemporal Graph Convolution Network for Traffic Signal Forecasting Junkyu Jang Sunghyuk Park 75 1 0 05 Sep 2022
The Neural Process Family: Survey, Applications and Perspectives Saurav Jha Dong Gong Xuesong Wang Richard Turner L. Yao BDL 173 24 0 01 Sep 2022
Distributional Drift Adaptation with Temporal Conditional Variational Autoencoder for Multivariate Time Series Forecasting Hui He Qi Zhang Kun Yi Kaize Shi ZhenDong Niu Longbin Cao TTA AI4TS 112 7 0 01 Sep 2022
STDEN: Towards Physics-Guided Neural Networks for Traffic Flow Prediction Jiahao Ji Jingyuan Wang Zhe Jiang Jiawei Jiang Hu Zhang DiffM PINN OOD AI4CE 102 81 0 01 Sep 2022
EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic Forecasting Feng Xie Zhong Zhang Liang Li B. Zhou Yusong Tan 76 23 0 23 Aug 2022
Expressing Multivariate Time Series as Graphs with Time Series Attention Transformer W. Ng K. Siu Albert C. Cheung Michael K. Ng AI4TS 60 7 0 19 Aug 2022
Modeling Network-level Traffic Flow Transitions on Sparse Data Xiaoliang Lei Hao Mei Bin Shi Hua Wei 71 21 0 13 Aug 2022
Uncertainty Quantification for Traffic Forecasting: A Unified Approach Weizhu Qian Dalin Zhang Yan Zhao Kai Zheng James Jianqiao Yu BDL AI4TS 69 23 0 11 Aug 2022
Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting Zezhi Shao Zhao Zhang Fei Wang Wei Wei Yongjun Xu AI4TS 98 237 0 10 Aug 2022
A Visual Analytics System for Improving Attention-based Traffic Forecasting Models Seungmin Jin Hyunwoo Lee Cheonbok Park Hyeshin Chu Yunwon Tae Jaegul Choo Sungahn Ko 54 15 0 08 Aug 2022
See What You See: Self-supervised Cross-modal Retrieval of Visual Stimuli from Brain Activity Zesheng Ye Lina Yao Yu Zhang Silvia Gustin 89 6 0 07 Aug 2022
Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal Embeddings in Traffic Forecasting Juyong Jiang Binqing Wu Ling-Hao Chen Kai Zhang Sunghun Kim AI4TS 85 19 0 05 Aug 2022
Gaia: Graph Neural Network with Temporal Shift aware Attention for Gross Merchandise Value Forecast in E-commerce Borui Ye Shuo Yang Binbin Hu Qing Cui Youqiang He Kai Huang Jun Zhou Yanming Fang 87 5 0 27 Jul 2022
Planning and Learning: Path-Planning for Autonomous Vehicles, a Review of the Literature Kevin Osanlou Christophe Guettier Tristan Cazenave Éric Jacopin 81 3 0 26 Jul 2022
Spatiotemporal Propagation Learning for Network-Wide Flight Delay Prediction Yuankai Wu Hongyu Yang Yi Lin Hong Liu AI4TS 51 17 0 14 Jul 2022
Adaptive Graph Spatial-Temporal Transformer Network for Traffic Flow Forecasting Aosong Feng Leandros Tassiulas AI4TS 73 62 0 09 Jul 2022
NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction Xueyan Yin Fei Li Yanming Shen Heng Qi Baocai Yin GNN AI4TS 50 8 0 04 Jul 2022
Lane-GNN: Integrating GNN for Predicting Drivers' Lane Change Intention Hongde Wu Mingming Liu 73 5 0 02 Jul 2022
Graph-Time Convolutional Neural Networks: Architecture and Theoretical Analysis Mohammad Sabbaqi Elvin Isufi GNN AI4TS 80 16 0 30 Jun 2022
Learning the Evolutionary and Multi-scale Graph Structure for Multivariate Time Series Forecasting Junchen Ye Zihan Liu Bowen Du Leilei Sun Weimiao Li Yanjie Fu Hui Xiong AI4TS 53 97 0 28 Jun 2022
Multi-Variate Time Series Forecasting on Variable Subsets Jatin Chauhan A. Raghuveer Rishi Saket Jay Nandy B. Ravindran AI4TS 98 11 0 25 Jun 2022
Predicting Parking Lot Availability by Graph-to-Sequence Model: A Case Study with SmartSantander Yuya Sasaki Junya Takayama Juan Ramón Santana Shohei Yamasaki T. Okuno Makoto Onizuka 51 2 0 21 Jun 2022
Traffic-Twitter Transformer: A Nature Language Processing-joined Framework For Network-wide Traffic Forecasting Meng-Ju Tsai Zhiyong Cui Heng Yang Cole Kopca Sophie Tien Yinhai Wang AI4TS 54 4 0 19 Jun 2022
Pre-training Enhanced Spatial-temporal Graph Neural Network for Multivariate Time Series Forecasting Zezhi Shao Zhao Zhang Fei Wang Yongjun Xu AI4TS 136 231 0 18 Jun 2022
RadNet: Incident Prediction in Spatio-Temporal Road Graph Networks Using Traffic Forecasting Shreshth Tuli Matthew R. Wilkinson C. Kettell 61 5 0 11 Jun 2022
Improving the Diagnosis of Psychiatric Disorders with Self-Supervised Graph State Space Models A. E. Gazzar R. Thomas G. Wingen AI4MH 76 7 0 07 Jun 2022
Spatial-Temporal Adaptive Graph Convolution with Attention Network for Traffic Forecasting Weikang Chen Yawen Li Zhe Xue Ang Li Guobin Wu GNN AI4TS 64 5 0 07 Jun 2022
Estimating counterfactual treatment outcomes over time in complex multiagent scenarios Keisuke Fujii Koh Takeuchi Atsushi Kuribayashi Naoya Takeishi Yoshinobu Kawahara K. Takeda CML 95 15 0 04 Jun 2022
A Graph and Attentive Multi-Path Convolutional Network for Traffic Prediction Jianzhong Qi Zhuowei Zhao E. Tanin Tingru Cui Neema Nassir Majid Sarvi GNN 66 28 0 30 May 2022
Spatio-Temporal Graph Few-Shot Learning with Cross-City Knowledge Transfer Bin Lu Xiaoying Gan Weinan Zhang Huaxiu Yao Luoyi Fu Xinbing Wang AI4TS 89 76 0 27 May 2022
Sparse Graph Learning from Spatiotemporal Time Series Andrea Cini Daniele Zambon Cesare Alippi CML AI4TS 139 20 0 26 May 2022
Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations Ivan Marisca Andrea Cini Cesare Alippi AI4TS 97 68 0 26 May 2022
Deep Representations for Time-varying Brain Datasets Sikun Lin Shuyun Tang Scott T. Grafton Ambuj K. Singh AI4CE 78 6 0 23 May 2022
A Correlation Information-based Spatiotemporal Network for Traffic Flow Forecasting Wei-Guo Zhu Yongqi Sun Xintong Yi Yan Wang 84 20 0 20 May 2022
Spatial-Temporal Interactive Dynamic Graph Convolution Network for Traffic Forecasting Aoyun Liu Yaying Zhang GNN AI4TS 92 33 0 18 May 2022
Adaptive Graph Convolutional Network Framework for Multidimensional Time Series Prediction Ning Wang AI4TS 61 0 0 08 May 2022
Multi-Spatio-temporal Fusion Graph Recurrent Network for Traffic forecasting Wei Zhao Shiqi Zhang B. Zhou Bei Wang AI4TS 69 11 0 03 May 2022
Predicting vacant parking space availability zone-wisely: a graph based spatio-temporal prediction approach Yajing Feng Qian Hu Zhenzhou Tang 46 6 0 03 May 2022
Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting--Full Version Razvan-Gabriel Cirstea Chenjuan Guo B. Yang Tung Kieu Xuanyi Dong Shirui Pan AI4TS 99 117 0 28 Apr 2022
AZ-whiteness test: a test for uncorrelated noise on spatio-temporal graphs Daniele Zambon Cesare Alippi 55 7 0 23 Apr 2022
Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention Wei Shao Zhiling Jin Shuo Wang Yu Kang Xiao Xiao Hamid Menouar Zhaofeng Zhang Junshan Zhang Flora D. Salim AI4TS AI4CE 64 56 0 23 Apr 2022
Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction Zhong Li Chao Huang Lianghao Xia Yong-mei Xu Jiangsen Pei 101 70 0 18 Apr 2022
Spatio-Temporal Dynamic Graph Relation Learning for Urban Metro Flow Prediction Peng Xie Minbo Ma Tianrui Li Shenggong Ji Shengdong Du Zeng Yu Junbo Zhang AI4TS 33 27 0 06 Apr 2022
A Survey on Graph Representation Learning Methods Shima Khoshraftar A. An GNN AI4TS 122 125 0 04 Apr 2022
Towards Spatio-Temporal Aware Traffic Time Series Forecasting--Full Version Razvan-Gabriel Cirstea B. Yang Chenjuan Guo Tung Kieu Shirui Pan AI4TS 100 87 0 29 Mar 2022