Yooju Shin

Orcid: 0000-0002-1395-9136

According to our database1, Yooju Shin authored at least 14 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2019
2020
2021
2022
2023
2024
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Legend:

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In proceedings 
Article 
PhD thesis 
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Other 

Links

On csauthors.net:

Bibliography

2024
Universal Time-Series Representation Learning: A Survey.
CoRR, 2024

Breaking the Time-Frequency Granularity Discrepancy in Time-Series Anomaly Detection.
Proceedings of the ACM on Web Conference 2024, 2024

Exploiting Representation Curvature for Boundary Detection in Time Series.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Semi-Supervised Learning for Time Series Collected at a Low Sampling Rate.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Adaptive Shortcut Debiasing for Online Continual Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Learning From Noisy Labels With Deep Neural Networks: A Survey.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Context Consistency Regularization for Label Sparsity in Time Series.
Proceedings of the International Conference on Machine Learning, 2023

2022
Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning.
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.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Meta-Learning for Online Update of Recommender Systems.
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.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Robust Learning by Self-Transition for Handling Noisy Labels.
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.
CoRR, 2020

2019
CEP-Wizard: Automatic Deployment of Distributed Complex Event Processing.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019


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