Shihao Yang

Free Energy Mixer

EFiGP: Eigen-Fourier Physics-Informed Gaussian Process for Inference of Dynamic Systems

Physics-Informed Inference Time Scaling for Solving High-Dimensional Partial Differential Equations

Manifold-Constrained Gaussian Process Inference for One-shot Learning of Unknown Ordinary Differential Equations

ZeroS: Zero‑Sum Linear Attention for Efficient Transformers

In-context Time Series Predictor

Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting

WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting

Autoregressive Moving-average Attention Mechanism for Time Series Forecasting