Susik Yoon

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 30

Top Topics

Outlier Detection

Top Venues

EMNLP (Findings)

Publications

Ke Wan, Yi Liang, Susik Yoon
Online Drift Detection with Maximum Concept Discrepancy. KDD (2024)
Ke Wan, Yi Liang, Susik Yoon
Online Drift Detection with Maximum Concept Discrepancy. CoRR (2024)
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)
Susik Yoon, Dongha Lee, Yunyi Zhang, Jiawei Han
Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding. CoRR (2023)
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) (2023)
Nishant Balepur, Shivam Agarwal, Karthik Venkat Ramanan, Susik Yoon, Diyi Yang, Jiawei Han
DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance. ACL (Findings) (2023)
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)
Susik Yoon, Hou Pong Chan, Jiawei Han
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream. WWW (2023)
Susik Yoon, Yu Meng, Dongha Lee, Jiawei Han
SCStory: Self-supervised and Continual Online Story Discovery. CoRR (2023)
Susik Yoon, Dongha Lee, Yunyi Zhang, Jiawei Han
Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding. SIGIR (2023)
Priyanka Kargupta, Tanay Komarlu, Susik Yoon, Xuan Wang, Jiawei Han
MEGClass: Text Classification with Extremely Weak Supervision via Mutually-Enhancing Text Granularities. CoRR (2023)
Priyanka Kargupta, Tanay Komarlu, Susik Yoon, Xuan Wang, Jiawei Han
MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities. EMNLP (Findings) (2023)
Susik Yoon, Yu Meng, Dongha Lee, Jiawei Han
SCStory: Self-supervised and Continual Online Story Discovery. WWW (2023)
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 (2023)
Susik Yoon, Hou Pong Chan, Jiawei Han
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream. CoRR (2023)
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)
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 (2022)
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)
Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation. EMNLP (Findings) (2022)
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)
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)
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)
Dongha Lee, Jiaming Shen, SeongKu Kang, Susik Yoon, Jiawei Han, Hwanjo Yu
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters. CoRR (2022)
Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation. CoRR (2022)
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)
Susik Yoon, Jae-Gil Lee, Byung Suk Lee
Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping. KDD (2020)
Dongmin Park, Susik Yoon, Hwanjun Song, Jae-Gil Lee
MLAT: Metric Learning for kNN in Streaming Time Series. CoRR (2019)
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) (2019)
Yooju Shin, Susik Yoon, Patara Trirat, Jae-Gil Lee
CEP-Wizard: Automatic Deployment of Distributed Complex Event Processing. ICDE (2019)
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)