Jiecheng Lu

Jiecheng Lu

ML PhD Student @ Georgia Tech. Time Series • Sequence Modeling.

Two papers accepted at ICML 2025

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Published:

Two papers (WAVE and SAMoVAR) are accepted to ICML 2025 (Poster):

  • WAVE: Weighted Autoregressive Varying Gate for Time Series Forecasting · PDF · OpenReview · arXiv · Code
    PMLR page: https://proceedings.mlr.press/v267/lu25d.html

  • Linear Transformers as VAR Models: Aligning Autoregressive Attention Mechanisms with Autoregressive Forecasting · PDF · OpenReview · arXiv
    PMLR page: https://proceedings.mlr.press/v267/lu25r.html

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CATS accepted at ICML 2024

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Published:

CATS: Enhancing Multivariate Time Series Forecasting by Constructing Auxiliary Time Series as Exogenous Variables is accepted to ICML 2024 (Poster).
Links: PMLR page · PDF · arXiv · Code