Yooju Shin

According to our database, Yooju Shin authored at least 11 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

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