Xinyue Zhong

ConFlux: Multivariate Time Series in Flux, One Unified Forecast in Confluence

Real-world multivariate time series are inherently in flux: different variables evolve asynchronously and interact in complex, time-varying ways, yet accurate forecasting requires these dispersed signals to converge into a single unified prediction. This structural mismatch between dynamic, heteroge…