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Susik Yoon
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Social or financial goals? Comparative analysis of user behaviors in Couchsurfing and Airbnb
J Jung*, S Yoon*, SH Kim*, SK Park, KP Lee, U Lee
Proceedings of the 2016 CHI conference extended abstracts on human factors …, 2016
822016
NETS: extremely fast outlier detection from a data stream via set-based processing
S Yoon, JG Lee, BS Lee
Proceedings of the VLDB Endowment 12 (11), 1303-1315, 2019
482019
Taxocom: Topic taxonomy completion with hierarchical discovery of novel topic clusters
D Lee, J Shen, SK Kang, S Yoon, J Han, H Yu
Proceedings of the ACM Web Conference 2022, 2819-2829, 2022
182022
Ultrafast local outlier detection from a data stream with stationary region skipping
S Yoon, JG Lee, BS Lee
Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020
182020
Adaptive model pooling for online deep anomaly detection from a complex evolving data stream
S Yoon, Y Lee, JG Lee, BS Lee
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 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
MG-TAR: Multi-View Graph Convolutional Networks for Traffic Accident Risk Prediction
P Trirat, S Yoon, JG Lee
IEEE Transactions on Intelligent Transportation Systems, 2023
82023
Covid-eenet: Predicting fine-grained impact of COVID-19 on local economies
D Kim, H Min, Y Nam, H Song, S Yoon, M Kim, JG Lee
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 11971 …, 2022
82022
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
72021
Scstory: Self-supervised and continual online story discovery
S Yoon, Y Meng, D Lee, J Han
Proceedings of the ACM Web Conference 2023, 1853-1864, 2023
62023
Pdsum: Prototype-driven continuous summarization of evolving multi-document sets stream
S Yoon, HP Chan, J Han
Proceedings of the ACM Web Conference 2023, 1650-1661, 2023
52023
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
TopicExpan: Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation.(2022)
D Lee, J Shen, S Lee, S Yoon, H Yu, J Han
32022
MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities
P Kargupta, T Komarlu, S Yoon, X Wang, J Han
The 2023 Conference on Empirical Methods in Natural Language Processing, 2023
22023
Unsupervised story discovery from continuous news streams via scalable thematic embedding
S Yoon, D Lee, Y Zhang, J Han
Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023
22023
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
22023
MEGClass: Text classification with extremely weak supervision via mutually-enhancing text granularities
P Kargupta, T Komarlu, S Yoon, X Wang, J Han
arXiv preprint arXiv:2304.01969, 2023
22023
Prediction of Human's Future Locations with Smartcard Big Data Analysis
T Kim, JG Lee, S Yoon
Proceedings of the Korean Information Science Society Conference, 948-950, 2017
2*2017
DynaMiTE: Discovering explosive topic evolutions with user guidance
N Balepur, S Agarwal, KV Ramanan, S Yoon, D Yang, J Han
Findings of the Association for Computational Linguistics: ACL 2023, 194-217, 2023
12023
Multi-view POI-level Cellular Trajectory Reconstruction for Digital Contact Tracing of Infectious Diseases
D Park, J Kang, H Song, S Yoon, JG Lee
2022 IEEE International Conference on Data Mining (ICDM), 1137-1142, 2022
12022
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Articles 1–20