publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. ICLR TSALM
    Non-Stationarity in the Embedding Space of Time Series Foundation Models
    Jinmyeong Choi, Brad Shook, and Artur Dubrawski
    In 1st ICLR Workshop on Time Series in the Age of Large Models, 2026
  2. ICLR
    Towards Robust Real-World Multivariate Time Series Forecasting: A Unified Framework for Dependency, Asynchrony, and Missingness
    Jinkwan Jang, Hyungjin Park, Jinmyeong Choi, and 1 more author
    In The Fourteenth International Conference on Learning Representations, 2026
    arXiv
  3. Under Review
    Towards Universal Representation-Based Process Control
    Jinmyeong Choi, Taesup Kim, and Artur Dubrawski
    2026
    under review