5 citations · 9 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 4 cited
Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series Forecasting
Zongjiang Shang, Ling Chen, Binqing wu +1
Although transformer-based methods have achieved great success in multi-scale temporal pattern interaction modeling, two key challenges limit their further development: (1) Individ…
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…