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20242026
most citedXLinear: A Lightweight and Accurate MLP-Based Model for Long-Term Time Series Forecasting with Exogenous Inputs

2 citations · 4 across the 6 of their papers we have counts for

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math.NA2026

Second-Order Flows for Approaching Stationary Points via the SAV-E Approach

Haifan Chen, Wei Liu, Ziqing Xie +1

Second-order flows represent an emerging computational framework for approaching stationary points of variational energies, characterized by damped hyperbolic partial differential…

physics.ao-ph2026

Flexible generation of daily Earth system model projections across radiative forcing scenarios

Yu Huang, Sebastian Bathiany, Shangshang Yang +3

Earth system model (ESM) projections of the climate system's response to anthropogenic forcing are central to assess the impacts of climate change and inform adaptation and mitigat…

cs.LG2026★ 2 cited

XLinear: A Lightweight and Accurate MLP-Based Model for Long-Term Time Series Forecasting with Exogenous Inputs

Xinyang Chen, Huidong Jin, Yu Huang +1

Despite the prevalent assumption of uniform variable importance in long-term time series forecasting models, real world applications often exhibit asymmetric causal relationships a…