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Susik Yoon

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Journal Articles

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2023
[j2]
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Patara Trirat, Susik Yoon, Jae-Gil Lee:
MG-TAR: Multi-View Graph Convolutional Networks for Traffic Accident Risk Prediction. IEEE Trans. Intell. Transp. Syst. 24(4): 3779-3794 (2023)
2019
[j1]
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Susik Yoon, Jae-Gil Lee, Byung Suk Lee:
NETS: Extremely Fast Outlier Detection from a Data Stream via Set-Based Processing. Proc. VLDB Endow. 12(11): 1303-1315 (2019)

Conference and Workshop Papers

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2024
[c19]
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Doyoung Kim, Susik Yoon, Dongmin Park, Youngjun Lee, Hwanjun Song, Jihwan Bang, Jae-Gil Lee:
One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning. ICML 2024
[c18]
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Ke Wan, Yi Liang, Susik Yoon:
Online Drift Detection with Maximum Concept Discrepancy. KDD 2024: 2924-2935
[c17]
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  - conf/www/NamYSBS0024
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Youngeun Nam, Susik Yoon, Yooju Shin, Minyoung Bae, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee:
Breaking the Time-Frequency Granularity Discrepancy in Time-Series Anomaly Detection. WWW 2024: 4204-4215
2023
[c16]
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Nishant Balepur, Shivam Agarwal, Karthik Venkat Ramanan, Susik Yoon, Diyi Yang, Jiawei Han:
DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance. ACL (Findings) 2023: 194-217
[c15]
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Priyanka Kargupta, Tanay Komarlu, Susik Yoon, Xuan Wang, Jiawei Han:
MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities. EMNLP (Findings) 2023: 10543-10558
[c14]
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Yooju Shin, Susik Yoon, Hwanjun Song, Dongmin Park, Byunghyun Kim, Jae-Gil Lee, Byung Suk Lee:
Context Consistency Regularization for Label Sparsity in Time Series. ICML 2023: 31579-31595
[c13]
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Susik Yoon, Dongha Lee, Yunyi Zhang, Jiawei Han:
Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding. SIGIR 2023: 802-811
[c12]
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Susik Yoon, Hou Pong Chan, Jiawei Han:
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream. WWW 2023: 1650-1661
[c11]
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Susik Yoon, Yu Meng, Dongha Lee, Jiawei Han:
SCStory: Self-supervised and Continual Online Story Discovery. WWW 2023: 1853-1864
2022
[c10]
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Doyoung Kim, Hyangsuk Min, Youngeun Nam, Hwanjun Song, Susik Yoon, Minseok Kim, Jae-Gil Lee:
COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies. AAAI 2022: 11971-11981
[c9]
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Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han:
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation. EMNLP (Findings) 2022: 1687-1700
[c8]
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Dongmin Park, Junhyeok Kang, Hwanjun Song, Susik Yoon, Jae-Gil Lee:
Multi-view POI-level Cellular Trajectory Reconstruction for Digital Contact Tracing of Infectious Diseases. ICDM 2022: 1137-1142
[c7]
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Yooju Shin, Susik Yoon, Sundong Kim, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee:
Coherence-based Label Propagation over Time Series for Accelerated Active Learning. ICLR 2022
[c6]
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Susik Yoon, Youngjun Lee, Jae-Gil Lee, Byung Suk Lee:
Adaptive Model Pooling for Online Deep Anomaly Detection from a Complex Evolving Data Stream. KDD 2022: 2347-2357
[c5]
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Dongha Lee, Jiaming Shen, Seongku Kang, Susik Yoon, Jiawei Han, Hwanjo Yu:
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters. WWW 2022: 2819-2829
2021
[c4]
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Susik Yoon, Yooju Shin, Jae-Gil Lee, Byung Suk Lee:
Multiple Dynamic Outlier-Detection from a Data Stream by Exploiting Duality of Data and Queries. SIGMOD Conference 2021: 2063-2075
2020
[c3]
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Susik Yoon, Jae-Gil Lee, Byung Suk Lee:
Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping. KDD 2020: 1181-1191
2019
[c2]
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Yooju Shin, Susik Yoon, Patara Trirat, Jae-Gil Lee:
CEP-Wizard: Automatic Deployment of Distributed Complex Event Processing. ICDE 2019: 2004-2007
2016
[c1]
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Jiwon Jung, Susik Yoon, Seunghyun Kim, Sangkeun Park, Kun-Pyo Lee, Uichin Lee:
Social or Financial Goals?: Comparative Analysis of User Behaviors in Couchsurfing and Airbnb. CHI Extended Abstracts 2016: 2857-2863

Informal and Other Publications

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2024
[i10]
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  - journals/corr/abs-2407-05375
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Ke Wan, Yi Liang, Susik Yoon:
Online Drift Detection with Maximum Concept Discrepancy. CoRR abs/2407.05375 (2024)
2023
[i9]
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  - journals/corr/abs-2302-05550
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Susik Yoon, Hou Pong Chan, Jiawei Han:
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream. CoRR abs/2302.05550 (2023)
[i8]
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  - journals/corr/abs-2304-01969
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Priyanka Kargupta, Tanay Komarlu, Susik Yoon, Xuan Wang, Jiawei Han:
MEGClass: Text Classification with Extremely Weak Supervision via Mutually-Enhancing Text Granularities. CoRR abs/2304.01969 (2023)
[i7]
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  - journals/corr/abs-2304-04099
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Susik Yoon, Dongha Lee, Yunyi Zhang, Jiawei Han:
Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding. CoRR abs/2304.04099 (2023)
[i6]
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  - journals/corr/abs-2311-12048
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Doyoung Kim, Susik Yoon, Dongmin Park, Youngjun Lee, Hwanjun Song, Jihwan Bang, Jae-Gil Lee:
One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning. CoRR abs/2311.12048 (2023)
[i5]
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  - journals/corr/abs-2312-03725
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Susik Yoon, Yu Meng, Dongha Lee, Jiawei Han:
SCStory: Self-supervised and Continual Online Story Discovery. CoRR abs/2312.03725 (2023)
2022
[i4]
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  - journals/corr/abs-2201-06771
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Dongha Lee, Jiaming Shen, SeongKu Kang, Susik Yoon, Jiawei Han, Hwanjo Yu:
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters. CoRR abs/2201.06771 (2022)
[i3]
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  - journals/corr/abs-2206-04792
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Susik Yoon, Youngjun Lee, Jae-Gil Lee, Byung Suk Lee:
Adaptive Model Pooling for Online Deep Anomaly Detection from a Complex Evolving Data Stream. CoRR abs/2206.04792 (2022)
[i2]
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  - journals/corr/abs-2211-01981
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Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han:
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation. CoRR abs/2211.01981 (2022)
2019
[i1]
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  - journals/corr/abs-1910-10368
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Dongmin Park, Susik Yoon, Hwanjun Song, Jae-Gil Lee:
MLAT: Metric Learning for kNN in Streaming Time Series. CoRR abs/1910.10368 (2019)

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