9 citations · 14 across the 3 of their papers we have counts for
3 papers
cs.LG2022★ 9 cited
Multi-Scale Adaptive Graph Neural Network for Multivariate Time Series Forecasting
Ling Chen, Donghui Chen, Zongjiang Shang +4
Multivariate time series (MTS) forecasting plays an important role in the automation and optimization of intelligent applications. It is a challenging task, as we need to consider…
cs.LG2021★ 5 cited
Scale-Aware Neural Architecture Search for Multivariate Time Series Forecasting
Donghui Chen, Ling Chen, Zongjiang Shang +3
Multivariate time series (MTS) forecasting has attracted much attention in many intelligent applications. It is not a trivial task, as we need to consider both intra-variable depen…
cs.LG2021
Learning from Multiple Time Series: A Deep Disentangled Approach to Diversified Time Series Forecasting
Ling Chen, Weiqi Chen, Binqing Wu +3
Time series forecasting is a significant problem in many applications, e.g., financial predictions and business optimization. Modern datasets can have multiple correlated time seri…