J. Mok

DGIST

Papers on Lattice

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Architecture Design (Transformers, SSMs, MoE) (1)Data Curation & Synthetic Data (1)

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Hyungi Kim (1)Hyungyu Lee (1)Juhyeon Shin (1)Sungroh Yoon (1)

Papers (1)

Mar 14, 2026

Mar 14, 2026·also DGIST

CANDI: Curated Test-Time Adaptation for Multivariate Time-Series Anomaly Detection Under Distribution Shift

Adapting anomaly detectors on the fly with carefully curated samples boosts performance by 14% under distribution shift, proving that targeted adaptation beats brute-force fine-tuning.

Hyungi Kim, J. Mok, Hyungyu Lee +2

Architecture Design (Transformers, SSMs, MoE)Data Curation & Synthetic Data

J. Mok

Research focus

Frequent co-authors

Papers (1)

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J. Mok

Research focus

Frequent co-authors

Papers (1)