Shin, Yooju

7 publications

AAAI 2025 VarDrop: Enhancing Training Efficiency by Reducing Variate Redundancy in Periodic Time Series Forecasting Junhyeok Kang, Yooju Shin, Jae-Gil Lee

AAAI 2024 Adaptive Shortcut Debiasing for Online Continual Learning Doyoung Kim, Dongmin Park, Yooju Shin, Jihwan Bang, Hwanjun Song, Jae-Gil Lee

NeurIPS 2024 Exploiting Representation Curvature for Boundary Detection in Time Series Yooju Shin, Jaehyun Park, Hwanjun Song, Susik Yoon, Byung Suk Lee, Jae-Gil Lee

ICML 2023 Context Consistency Regularization for Label Sparsity in Time Series Yooju Shin, Susik Yoon, Hwanjun Song, Dongmin Park, Byunghyun Kim, Jae-Gil Lee, Byung Suk Lee

ICLR 2022 Coherence-Based Label Propagation over Time Series for Accelerated Active Learning Yooju Shin, Susik Yoon, Sundong Kim, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee

AAAI 2022 Meta-Learning for Online Update of Recommender Systems Minseok Kim, Hwanjun Song, Yooju Shin, Dongmin Park, Kijung Shin, Jae-Gil Lee

NeurIPS 2022 Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-Set Active Learning Dongmin Park, Yooju Shin, Jihwan Bang, Youngjun Lee, Hwanjun Song, Jae-Gil Lee