Forecaster: A Graph Transformer for Forecasting Spatial and
Time-Dependent Data

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Forecaster: A Graph Transformer for Forecasting Spatial and Time-Dependent Data

9 September 2019

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Papers citing "Forecaster: A Graph Transformer for Forecasting Spatial and Time-Dependent Data"

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Title
A Systematic Review for Transformer-based Long-term Series Forecasting Liyilei Su Xumin Zuo Rui Li Xin Wang Heng Zhao Bingding Huang AI4TS 78 12 0 31 Oct 2023
Spatio-Temporal Graph Neural Networks: A Survey Zahraa Al Sahili M. Awad GNN AI4TS 71 24 0 25 Jan 2023
Regularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series Forecasting Hongyuan Yu Ting Li Weichen Yu Jianguo Li Yan Huang Liang Wang A. Liu AI4TS CML 123 53 0 12 Oct 2022
STGIN: A Spatial Temporal Graph-Informer Network for Long Sequence Traffic Speed Forecasting Ruikang Luo Yaofeng Song Liping Huang Yicheng Zhang Rong Su GNN AI4TS 38 15 0 01 Oct 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 59 28 0 30 May 2022
KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting M. A. Chattha L. V. Elst M. I. Malik Andreas Dengel Sheraz Ahmed AI4TS 95 0 0 08 Feb 2022
A Lightweight and Accurate Spatial-Temporal Transformer for Traffic Forecasting Guanyao Li Shuhan Zhong Shueng-Han Gary Chan Ruiyuan Li Chih-Chieh Hung Wen-Chih Peng AI4TS 79 27 0 30 Dec 2021
Graph Neural Network for Traffic Forecasting: A Survey Weiwei Jiang Jiayun Luo GNN AI4TS AI4CE 280 895 0 27 Jan 2021
Deep Learning on Traffic Prediction: Methods, Analysis and Future Directions Xueyan Yin Genze Wu Jinze Wei Yanming Shen Heng Qi Baocai Yin AI4TS 93 45 0 18 Apr 2020
STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting Rafaela C. Nascimento Y. M. Souto Eduardo S. Ogasawara Fábio Porto Eduardo Bezerra AI4TS 74 89 0 30 Nov 2019