Follow
Yooju Shin
Title
Cited by
Cited by
Year
Learning from noisy labels with deep neural networks: A survey
H Song, M Kim, D Park, Y Shin, JG Lee
arXiv preprint arXiv:2007.08199, 2020
8272020
Robust learning by self-transition for handling noisy labels
H Song, M Kim, D Park, Y Shin, JG Lee
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
332021
Accurate and fast federated learning via IID and communication-aware grouping
J Lee, J Oh, Y Shin, JG Lee, SY Yoon
arXiv preprint arXiv:2012.04857, 2020
142020
Meta-learning for online update of recommender systems
M Kim, H Song, Y Shin, D Park, K Shin, JG Lee
Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 4065-4074, 2022
132022
Multiple dynamic outlier-detection from a data stream by exploiting duality of data and queries
S Yoon, Y Shin, JG Lee, BS Lee
Proceedings of the 2021 International Conference on Management of Data, 2063 …, 2021
122021
Meta-query-net: Resolving purity-informativeness dilemma in open-set active learning
D Park, Y Shin, J Bang, Y Lee, H Song, JG Lee
Advances in Neural Information Processing Systems 35, 31416-31429, 2022
112022
Coherence-based label propagation over time series for accelerated active learning
Y Shin, S Yoon, S Kim, H Song, JG Lee, BS Lee
International Conference on Learning Representations, 2021
62021
CEP-Wizard: Automatic deployment of distributed complex event processing
Y Shin, S Yoon, P Trirat, JG Lee
2019 IEEE 35th International Conference on Data Engineering (ICDE), 2004-2007, 2019
52019
Universal Time-Series Representation Learning: A Survey
P Trirat, Y Shin, J Kang, Y Nam, J Na, M Bae, J Kim, B Kim, JG Lee
arXiv preprint arXiv:2401.03717, 2024
22024
Context consistency regularization for label sparsity in time series
Y Shin, S Yoon, H Song, D Park, B Kim, JG Lee, BS Lee
International Conference on Machine Learning, 31579-31595, 2023
12023
Adaptive Shortcut Debiasing for Online Continual Learning
D Kim, D Park, Y Shin, J Bang, H Song, JG Lee
Proceedings of the AAAI Conference on Artificial Intelligence 38 (12), 13122 …, 2024
2024
Collaborative Aspect-Based Sentimental Analysis Using Category
Y Byeon, M Bae, Y Shin, Y Seo, B Kim
한국정보과학회 학술발표논문집, 697-699, 2023
2023
Cross-Window Self-Training via Context Variations from Sparsely-Labeled Time Series
Y Shin, S Yoon, H Song, JG Lee, BS Lee
2022
User-Adaptive Ranking System on Mobile Trading Applications
T Kim, M Bae, H Jung, Y Nam, Y Shin, H Min
한국정보과학회 학술발표논문집, 1459-1461, 2022
2022
Generating a Machine Learning Model with a Few Sentences
P Trirat, Y Shin, S Kim, M Kim
한국정보과학회 학술발표논문집, 688-690, 2021
2021
The system can't perform the operation now. Try again later.
Articles 1–15