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 (CHI Extended Abstracts, 2016)

CEP-Wizard: Automatic Deployment of Distributed Complex Event Processing. - Yooju Shin; Susik Yoon; Patara Trirat; Jae-Gil Lee 001 (ICDE, 2019)

MLAT: Metric Learning for kNN in Streaming Time Series. - Dongmin Park; Susik Yoon; Hwanjun Song; Jae-Gil Lee 001 (CoRR, 2019)

NETS: Extremely Fast Outlier Detection from a Data Stream via Set-Based Processing. - Susik Yoon; Jae-Gil Lee 001; Byung Suk Lee 001 (Proc. VLDB Endow., 2019)

Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping. - Susik Yoon; Jae-Gil Lee 001; Byung Suk Lee 001 (KDD, 2020)

Multiple Dynamic Outlier-Detection from a Data Stream by Exploiting Duality of Data and Queries. - Susik Yoon; Yooju Shin; Jae-Gil Lee 001; Byung Suk Lee 001 (SIGMOD Conference, 2021)

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 001 (AAAI, 2022)

Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation. - Dongha Lee 003; Jiaming Shen; Seonghyeon Lee; Susik Yoon; Hwanjo Yu; Jiawei Han 001 (EMNLP (Findings), 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 001 (ICDM, 2022)

Coherence-based Label Propagation over Time Series for Accelerated Active Learning. - Yooju Shin; Susik Yoon; Sundong Kim; Hwanjun Song; Jae-Gil Lee 001; Byung Suk Lee 001 (ICLR, 2022)

Adaptive Model Pooling for Online Deep Anomaly Detection from a Complex Evolving Data Stream. - Susik Yoon; Youngjun Lee; Jae-Gil Lee 001; Byung Suk Lee 001 (KDD, 2022)

TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters. - Dongha Lee 003; Jiaming Shen; Seongku Kang; Susik Yoon; Jiawei Han 001; Hwanjo Yu (WWW, 2022)

DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance. - Nishant Balepur; Shivam Agarwal; Karthik Venkat Ramanan; Susik Yoon; Diyi Yang; Jiawei Han 001 (ACL (Findings), 2023)

MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities. - Priyanka Kargupta; Tanay Komarlu; Susik Yoon; Xuan Wang 008; Jiawei Han 001 (EMNLP (Findings), 2023)

Context Consistency Regularization for Label Sparsity in Time Series. - Yooju Shin; Susik Yoon; Hwanjun Song; Dongmin Park; Byunghyun Kim; Jae-Gil Lee 001; Byung Suk Lee 001 (ICML, 2023)

Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding. - Susik Yoon; Dongha Lee 003; Yunyi Zhang 001; Jiawei Han 001 (SIGIR, 2023)

PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream. - Susik Yoon; Hou Pong Chan; Jiawei Han 001 (WWW, 2023)

SCStory: Self-supervised and Continual Online Story Discovery. - Susik Yoon; Yu Meng 001; Dongha Lee 003; Jiawei Han 001 (WWW, 2023)

MEGClass: Text Classification with Extremely Weak Supervision via Mutually-Enhancing Text Granularities. - Priyanka Kargupta; Tanay Komarlu; Susik Yoon; Xuan Wang 008; Jiawei Han 001 (CoRR, 2023)

MG-TAR: Multi-View Graph Convolutional Networks for Traffic Accident Risk Prediction. - Patara Trirat; Susik Yoon; Jae-Gil Lee 001 (IEEE Trans. Intell. Transp. Syst., 2023)

Flexi-clique: Exploring Flexible and Sub-linear Clique Structures. - Song Kim; Junghoon Kim 007; Susik Yoon; Jungeun Kim (CIKM, 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 001 (ICML, 2024)

Online Drift Detection with Maximum Concept Discrepancy. - Ke Wan 002; Yi Liang; Susik Yoon (KDD, 2024)

Exploiting Representation Curvature for Boundary Detection in Time Series. - Yooju Shin; Jaehyun Park; Susik Yoon; Hwanjun Song; Byung Suk Lee 001; Jae-Gil Lee 001 (NeurIPS, 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 001; Byung Suk Lee 001 (WWW, 2024)

Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths. - Sangam Lee; Ryang Heo; SeongKu Kang; Susik Yoon; Jinyoung Yeo; Dongha Lee 003 (CoRR, 2024)

Mobility Networked Time-Series Forecasting Benchmark Datasets. - Jihye Na; Youngeun Nam; Susik Yoon; Hwanjun Song; Byung Suk Lee 001; Jae-Gil Lee 001 (ICWSM, 2025)

HAETAE: In-domain Table Pretraining with Header Anchoring. - Woojun Jung; Susik Yoon (SIGIR, 2025)

References Indeed Matter? Reference-Free Preference Optimization for Conversational Query Reformulation. - Doyoung Kim; Youngjun Lee; Joeun Kim; Jihwan Bang; Hwanjun Song; Susik Yoon; Jae-Gil Lee 001 (CoRR, 2025)

Session-Based Recommendation with Validated and Enriched LLM Intents. - Gyuseok Lee; Yaokun Liu; Yifan Liu; Susik Yoon; Dong Wang; SeongKu Kang (CoRR, 2025)