Search Results for author: Donghui Chen

Found 2 papers, 2 papers with code

Multi-Scale Adaptive Graph Neural Network for Multivariate Time Series Forecasting

2 code implementations • 13 Jan 2022 • Ling Chen, Donghui Chen, Zongjiang Shang, Binqing Wu, Cen Zheng, Bo Wen, Wei zhang

Given the multi-scale feature representations and scale-specific inter-variable dependencies, a multi-scale temporal graph neural network is introduced to jointly model intra-variable dependencies and inter-variable dependencies.

Graph Learning Multivariate Time Series Forecasting +1

Paper
Code

Scale-Aware Neural Architecture Search for Multivariate Time Series Forecasting

1 code implementation • 14 Dec 2021 • Donghui Chen, Ling Chen, Zongjiang Shang, Youdong Zhang, Bo Wen, Chenghu Yang

In this paper, we propose a scale-aware neural architecture search framework for MTS forecasting (SNAS4MTF).

Graph Learning Multivariate Time Series Forecasting +2

Paper
Code

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