ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning. - Jiecheng Lu; Xu Han; Shihao Yang 002 (ICLR, 2024)

CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables. - Jiecheng Lu; Xu Han; Yan Sun; Shihao Yang 002 (ICML, 2024)

In-context Time Series Predictor. - Jiecheng Lu; Yan Sun; Shihao Yang 002 (CoRR, 2024)

Autoregressive Moving-average Attention Mechanism for Time Series Forecasting. - Jiecheng Lu; Xu Han; Yan Sun; Shihao Yang 002 (CoRR, 2024)

In-context Time Series Predictor. - Jiecheng Lu; Yan Sun; Shihao Yang (ICLR, 2025)

Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting. - Jiecheng Lu; Shihao Yang (CoRR, 2025)