Susik Yoon

According to our database, Susik Yoon authored at least 25 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths.

Sangam Lee, Ryang Heo, SeongKu Kang, Susik Yoon, Jinyoung Yeo, Dongha Lee

CoRR, 2024

Breaking the Time-Frequency Granularity Discrepancy in Time-Series Anomaly Detection.

Youngeun Nam, Susik Yoon, Yooju Shin, Minyoung Bae, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee

Proceedings of the ACM on Web Conference 2024, 2024

Online Drift Detection with Maximum Concept Discrepancy.

Ke Wan, Yi Liang, Susik Yoon

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning.

Doyoung Kim, Susik Yoon, Dongmin Park, Youngjun Lee, Hwanjun Song, Jihwan Bang, Jae-Gil Lee

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Flexi-clique: Exploring Flexible and Sub-linear Clique Structures.

Song Kim, Junghoon Kim, Susik Yoon, Jungeun Kim

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

MG-TAR: Multi-View Graph Convolutional Networks for Traffic Accident Risk Prediction.

Patara Trirat, Susik Yoon, Jae-Gil Lee

IEEE Trans. Intell. Transp. Syst., April, 2023

MEGClass: Text Classification with Extremely Weak Supervision via Mutually-Enhancing Text Granularities.

Priyanka Kargupta, Tanay Komarlu, Susik Yoon, Xuan Wang, Jiawei Han

CoRR, 2023

SCStory: Self-supervised and Continual Online Story Discovery.

Susik Yoon, Yu Meng, Dongha Lee, Jiawei Han

Proceedings of the ACM Web Conference 2023, 2023

PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream.

Susik Yoon, Hou Pong Chan, Jiawei Han

Proceedings of the ACM Web Conference 2023, 2023

Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding.

Susik Yoon, Dongha Lee, Yunyi Zhang, Jiawei Han

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Context Consistency Regularization for Label Sparsity in Time Series.

Yooju Shin, Susik Yoon, Hwanjun Song, Dongmin Park, Byunghyun Kim, Jae-Gil Lee, Byung Suk Lee

Proceedings of the International Conference on Machine Learning, 2023

MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities.

Priyanka Kargupta, Tanay Komarlu, Susik Yoon, Xuan Wang, Jiawei Han

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance.

Nishant Balepur, Shivam Agarwal, Karthik Venkat Ramanan, Susik Yoon, Diyi Yang, Jiawei Han

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters.

Dongha Lee, Jiaming Shen, Seongku Kang, Susik Yoon, Jiawei Han, Hwanjo Yu

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Adaptive Model Pooling for Online Deep Anomaly Detection from a Complex Evolving Data Stream.

Susik Yoon, Youngjun Lee, Jae-Gil Lee, Byung Suk Lee

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Coherence-based Label Propagation over Time Series for Accelerated Active Learning.

Yooju Shin, Susik Yoon, Sundong Kim, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee

Proceedings of the Tenth International Conference on Learning Representations, 2022

Multi-view POI-level Cellular Trajectory Reconstruction for Digital Contact Tracing of Infectious Diseases.

Dongmin Park, Junhyeok Kang, Hwanjun Song, Susik Yoon, Jae-Gil Lee

Proceedings of the IEEE International Conference on Data Mining, 2022

Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation.

Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies.

Doyoung Kim, Hyangsuk Min, Youngeun Nam, Hwanjun Song, Susik Yoon, Minseok Kim, Jae-Gil Lee

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.

Susik Yoon, Yooju Shin, Jae-Gil Lee, Byung Suk Lee

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020

Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping.

Susik Yoon, Jae-Gil Lee, Byung Suk Lee

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

2019

NETS: Extremely Fast Outlier Detection from a Data Stream via Set-Based Processing.

Susik Yoon, Jae-Gil Lee, Byung Suk Lee

Proc. VLDB Endow., 2019

MLAT: Metric Learning for kNN in Streaming Time Series.

Dongmin Park, Susik Yoon, Hwanjun Song, Jae-Gil Lee

CoRR, 2019

CEP-Wizard: Automatic Deployment of Distributed Complex Event Processing.

Yooju Shin, Susik Yoon, Patara Trirat, Jae-Gil Lee

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2016

Social or Financial Goals?: Comparative Analysis of User Behaviors in Couchsurfing and Airbnb.

Jiwon Jung, Susik Yoon, Seunghyun Kim, Sangkeun Park, Kun-Pyo Lee, Uichin Lee

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016