news

Sep 30, 2026 Coming soon: our new preprint, “When Time Series Foundation Models Fail Under Cross-Channel Dependence.”
Sep 28, 2026 Our paper, “Interweaving Marginals into Multivariate Sample Paths: Training-Free Dependence Construction for Probabilistic Time Series Foundation Models,” was accepted to the FMTS Workshop at NeurIPS 2026🇦🇺.
Sep 24, 2026 Our Asilomar 2026 paper, “Towards Universal Representation-Based Process Control,” is now available on arXiv.
Sep 21, 2026 Our new paper, “Interweaving Marginals into Multivariate Sample Paths: Training-Free Dependence Construction for Probabilistic Time Series Foundation Models,” is now available on arXiv.
Jul 20, 2026 Our paper, “Towards Universal Representation-Based Process Control” was accepted to the Asilomar Conference on Signals, Systems, and Computers 2026!🇺🇸
Mar 01, 2026 Our paper, “Non-Stationarity in the Embedding Space of Time Series Foundation Models,” was accepted to the TSALM Workshop at ICLR 2026 🇧🇷
Jan 25, 2026 Our paper, “Towards Robust Real-World Multivariate Time Series Forecasting: A Unified Framework for Dependency, Asynchrony, and Missingness,” was accepted to ICLR 2026 🇧🇷
Aug 17, 2025 I started a research internship at the Auton Lab.
Aug 17, 2025 I joined Carnegie Mellon University as a visiting scholar.
Aug 31, 2024 I began my master’s degree at Seoul National University.