Yooju Shin

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Active Learning

Complex Event Processing

Unlabeled Samples

Constrained Spectral Clustering

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Doyoung Kim, Dongmin Park, Yooju Shin, Jihwan Bang, Hwanjun Song, Jae-Gil Lee
Adaptive Shortcut Debiasing for Online Continual Learning. AAAI (2024)
Patara Trirat, Yooju Shin, Junhyeok Kang, Youngeun Nam, Jihye Na, Minyoung Bae, Joeun Kim, Byunghyun Kim, Jae-Gil Lee
Universal Time-Series Representation Learning: A Survey. CoRR (2024)
Minyoung Bae, Yooju Shin, Youngeun Nam, Youngseop Lee, Jae-Gil Lee
Semi-Supervised Learning for Time Series Collected at a Low Sampling Rate. KDD (2024)
Youngeun Nam, Susik Yoon, Yooju Shin, Minyoung Bae, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee
Breaking the Time-Frequency Granularity Discrepancy in Time-Series Anomaly Detection. WWW (2024)
Hwanjun Song, Minseok Kim, Dongmin Park, Yooju Shin, Jae-Gil Lee
Learning From Noisy Labels With Deep Neural Networks: A Survey. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Yooju Shin, Susik Yoon, Hwanjun Song, Dongmin Park, Byunghyun Kim, Jae-Gil Lee, Byung Suk Lee
Context Consistency Regularization for Label Sparsity in Time Series. ICML (2023)
Doyoung Kim, Dongmin Park, Yooju Shin, Jihwan Bang, Hwanjun Song, Jae-Gil Lee
Adaptive Shortcut Debiasing for Online Continual Learning. CoRR (2023)
Dongmin Park, Yooju Shin, Jihwan Bang, Youngjun Lee, Hwanjun Song, Jae-Gil Lee
Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning. NeurIPS (2022)
Dongmin Park, Yooju Shin, Jihwan Bang, Youngjun Lee, Hwanjun Song, Jae-Gil Lee
Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning. CoRR (2022)
Yooju Shin, Susik Yoon, Sundong Kim, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee
Coherence-based Label Propagation over Time Series for Accelerated Active Learning. ICLR (2022)
Minseok Kim, Hwanjun Song, Yooju Shin, Dongmin Park, Kijung Shin, Jae-Gil Lee
Meta-Learning for Online Update of Recommender Systems. AAAI (2022)
Minseok Kim, Hwanjun Song, Yooju Shin, Dongmin Park, Kijung Shin, Jae-Gil Lee
Meta-Learning for Online Update of Recommender Systems. CoRR (2022)
Susik Yoon, Yooju Shin, Jae-Gil Lee, Byung Suk Lee
Multiple Dynamic Outlier-Detection from a Data Stream by Exploiting Duality of Data and Queries. SIGMOD Conference (2021)
Hwanjun Song, Minseok Kim, Dongmin Park, Yooju Shin, Jae-Gil Lee
Robust Learning by Self-Transition for Handling Noisy Labels. KDD (2021)
Jin-Woo Lee, Jaehoon Oh, Yooju Shin, Jae-Gil Lee, Se-Young Yoon
Accurate and Fast Federated Learning via IID and Communication-Aware Grouping. CoRR (2020)
Yooju Shin, Susik Yoon, Patara Trirat, Jae-Gil Lee
CEP-Wizard: Automatic Deployment of Distributed Complex Event Processing. ICDE (2019)