STAEformer: Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting

21 August 2023

Papers citing "STAEformer: Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting"

5 / 5 papers shown

Title
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 26 0 0 21 Mar 2025
RAM: Replace Attention with MLP for Efficient Multivariate Time Series Forecasting Suhan Guo Jiahong Deng Yi Wei Hui Dou F. Shen Jian Zhao AI4TS 91 0 0 31 Oct 2024
CCDSReFormer: Traffic Flow Prediction with a Criss-Crossed Dual-Stream Enhanced Rectified Transformer Model Zhiqi Shao Michael G. H. Bell Ze Wang Glenn Geers Xusheng Yao Junbin Gao 29 4 0 26 Mar 2024
Discrete Graph Structure Learning for Forecasting Multiple Time Series Chao Shang Jie Chen J. Bi CML BDL AI4TS 94 11 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 167 3,855 0 14 Dec 2020