Yooju Shin

According to our database, Yooju Shin authored at least 13 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Universal Time-Series Representation Learning: A Survey.

Patara Trirat, Yooju Shin, Junhyeok Kang, Youngeun Nam, Jihye Na, Minyoung Bae, Joeun Kim, Byunghyun Kim, Jae-Gil Lee

CoRR, 2024

Breaking the Time-Frequency Granularity Discrepancy in Time-Series Anomaly Detection.

Youngeun Nam, Susik Yoon, Yooju Shin, Minyoung Bae, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee

Proceedings of the ACM on Web Conference 2024, 2024

Semi-Supervised Learning for Time Series Collected at a Low Sampling Rate.

Minyoung Bae, Yooju Shin, Youngeun Nam, Youngseop Lee, Jae-Gil Lee

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Adaptive Shortcut Debiasing for Online Continual Learning.

Doyoung Kim, Dongmin Park, Yooju Shin, Jihwan Bang, Hwanjun Song, Jae-Gil Lee

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Learning From Noisy Labels With Deep Neural Networks: A Survey.

Hwanjun Song, Minseok Kim, Dongmin Park, Yooju Shin, Jae-Gil Lee

IEEE Trans. Neural Networks Learn. Syst., November, 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

Proceedings of the International Conference on Machine Learning, 2023

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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 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

Proceedings of the Tenth International Conference on Learning Representations, 2022

Meta-Learning for Online Update of Recommender Systems.

Minseok Kim, Hwanjun Song, Yooju Shin, Dongmin Park, Kijung Shin, Jae-Gil Lee

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Multiple Dynamic Outlier-Detection from a Data Stream by Exploiting Duality of Data and Queries.

Susik Yoon, Yooju Shin, Jae-Gil Lee, Byung Suk Lee

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Robust Learning by Self-Transition for Handling Noisy Labels.

Hwanjun Song, Minseok Kim, Dongmin Park, Yooju Shin, Jae-Gil Lee

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Accurate and Fast Federated Learning via IID and Communication-Aware Grouping.

Jin-Woo Lee, Jaehoon Oh, Yooju Shin, Jae-Gil Lee, Se-Young Yoon

CoRR, 2020

2019

CEP-Wizard: Automatic Deployment of Distributed Complex Event Processing.

Yooju Shin, Susik Yoon, Patara Trirat, Jae-Gil Lee

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019