Spatio-Temporal Meta-Graph Learning for Traffic Forecasting

Spatio-Temporal Meta-Graph Learning for Traffic Forecasting

27 November 2022

Yasumasa Kobayashi

Shintaro Fukushima

Toyotaro Suzumura

Papers citing "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"

12 / 12 papers shown

Title
2DXformer: Dual Transformers for Wind Power Forecasting with Dual Exogenous Variables Y. Zhang Jiahai Jiang Yule Yan Liang Yang Ping Zhang AI4TS 21 0 0 02 May 2025
A Predictive Services Architecture for Efficient Airspace Operations Ítalo Romani de Oliveira S. Ayhan G. Balvedi Michael Biglin P. Costas Euclides C. Pinto Neto Alexandre Leite Felipe C. F. de Azevedo AI4TS 34 0 0 21 Mar 2025
SUSTeR: Sparse Unstructured Spatio Temporal Reconstruction on Traffic Prediction Yannick Wölker Christian Beth Matthias Renz Arne Biastoch AI4TS 44 1 0 24 Feb 2025
HiMoE: Heterogeneity-Informed Mixture-of-Experts for Fair Spatial-Temporal Forecasting Shaohan Yu Pan Deng Yu Zhao J. Liu Ziáng Wang MoE 184 0 0 30 Nov 2024
FACTS: A Factored State-Space Framework For World Modelling Li Nanbo Firas Laakom Yucheng Xu Wenyi Wang Jürgen Schmidhuber AI4TS 151 0 0 28 Oct 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 42 0 0 02 Aug 2024
Signed Graph Neural Ordinary Differential Equation for Modeling Continuous-time Dynamics Lanlan Chen K. Wu Jian Lou Jing Liu 31 6 0 18 Dec 2023
SAMSGL: Series-Aligned Multi-Scale Graph Learning for Spatio-Temporal Forecasting Xiaobei Zou Luolin Xiong Yang Tang Jürgen Kurths AI4TS 33 1 0 05 Dec 2023
STLGRU: Spatio-Temporal Lightweight Graph GRU for Traffic Flow Prediction K. Bhaumik Fahim Faisal Niloy Saif Mahmud Simon S. Woo AI4TS 32 2 0 08 Dec 2022
Group-Aware Graph Neural Network for Nationwide City Air Quality Forecasting Ling-Hao Chen Jiahui Xu Binqing Wu Yuntao Qian Zhenhong Du Yansheng Li Jianlong Huang AI4TS 8 38 0 27 Aug 2021
Discrete Graph Structure Learning for Forecasting Multiple Time Series Chao Shang Jie Chen J. Bi CML BDL AI4TS 108 227 0 18 Jan 2021
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 169 3,885 0 14 Dec 2020