Caformer: Rethinking Time Series Analysis from Causal Perspective

Kexuan Zhang, Xiaobei Zou, Yang Tang

Time series analysis is a vital task with broad applications in various domains. However, effectively capturing cross-dimension and cross-time dependencies in non-stationary time s…