ML Anthology

Lu, Jiecheng

6 publications

ICLR 2025 In-Context Time Series Predictor Jiecheng Lu, Yan Sun, Shihao Yang
ICML 2025 Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting Jiecheng Lu, Shihao Yang
ICML 2025 WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting Jiecheng Lu, Xu Han, Yan Sun, Shihao Yang
NeurIPS 2025 ZeroS: Zero‑Sum Linear Attention for Efficient Transformers Jiecheng Lu, Xu Han, Yan Sun, Viresh Pati, Yubin Kim, Siddhartha Somani, Shihao Yang
ICLR 2024 ARM: Refining Multivariate Forecasting with Adaptive Temporal-Contextual Learning Jiecheng Lu, Xu Han, Shihao Yang
ICML 2024 CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables Jiecheng Lu, Xu Han, Yan Sun, Shihao Yang