| 2026 | ACL | Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths. | Sangam Lee, Ryang Heo, SeongKu Kang, Susik Yoon, Jinyoung Yeo, Dongha Lee |
| 2026 | KDD | CREAM: Continual Retrieval on Dynamic Streaming Corpora with Adaptive Soft Memory. | HuiJeong Son, Hyeongu Kang, Sunho Kim, Subeen Ho, SeongKu Kang, Dongha Lee, Susik Yoon |
| 2026 | WWW | Back to the Future: Look-ahead Augmentation and Parallel Self-Refinement for Time Series Forecasting. | Sunho Kim, Susik Yoon |
| 2026 | SIGIR | MUDY: Multi-Granular Dynamic Candidate Contextualization for Unsupervised Keyphrase Extraction. | Hyeongu Kang, Susik Yoon |
| 2026 | SIGIR | SPRINT: Scalable and Predictive Intent Refinement for LLM-Enhanced Session-based Recommendation. | Gyuseok Lee, Wonbin Kweon, Zhenrui Yue, Yaokun Liu, Yifan Liu, Susik Yoon, Dong Wang, Seongku Kang |
| 2026 | WSDM | Metadata Meets LLMs: Constructing Knowledge-Rich Citation Networks with CoT-Enhanced Representations. | Soohwan Jeong, Mingyu Choi, Joon-Young Kim, Susik Yoon, Sungsu Lim |
| 2025 | EMNLP | Multi-level Diagnosis and Evaluation for Robust Tabular Feature Engineering with Large Language Models. | Yebin Lim, Susik Yoon |
| 2025 | ICWSM | Mobility Networked Time-Series Forecasting Benchmark Datasets. | Jihye Na, Youngeun Nam, Susik Yoon, Hwanjun Song, Byung Suk Lee, Jae-Gil Lee |
| 2025 | KDD | Bi-Modal Learning for Networked Time Series. | Youngeun Nam, Jihye Na, Susik Yoon, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee |
| 2025 | SIGIR | HAETAE: In-domain Table Pretraining with Header Anchoring. | Woojun Jung, Susik Yoon |
| 2024 | CIKM | Flexi-clique: Exploring Flexible and Sub-linear Clique Structures. | Song Kim, Junghoon Kim, Susik Yoon, Jungeun Kim |
| 2024 | ICML | 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 |
| 2024 | KDD | Online Drift Detection with Maximum Concept Discrepancy. | Ke Wan, Yi Liang, Susik Yoon |
| 2024 | WWW | 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 |
| 2023 | ACL | DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance. | Nishant Balepur, Shivam Agarwal, Karthik Venkat Ramanan, Susik Yoon, Diyi Yang, Jiawei Han |
| 2023 | EMNLP | MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities. | Priyanka Kargupta, Tanay Komarlu, Susik Yoon, Xuan Wang, Jiawei Han |
| 2023 | ICML | 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 |
| 2023 | WWW | PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream. | Susik Yoon, Hou Pong Chan, Jiawei Han |
| 2023 | WWW | SCStory: Self-supervised and Continual Online Story Discovery. | Susik Yoon, Yu Meng, Dongha Lee, Jiawei Han |
| 2023 | SIGIR | Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding. | Susik Yoon, Dongha Lee, Yunyi Zhang, Jiawei Han |
| 2022 | AAAI | 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 |
| 2022 | EMNLP | Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation. | Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han |
| 2022 | ICDM | 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 |
| 2022 | ICLR | 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 |
| 2022 | KDD | Adaptive Model Pooling for Online Deep Anomaly Detection from a Complex Evolving Data Stream. | Susik Yoon, Youngjun Lee, Jae-Gil Lee, Byung Suk Lee |
| 2022 | WWW | TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters. | Dongha Lee, Jiaming Shen, Seongku Kang, Susik Yoon, Jiawei Han, Hwanjo Yu |
| 2021 | SIGMOD | 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 |
| 2020 | KDD | Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping. | Susik Yoon, Jae-Gil Lee, Byung Suk Lee |
| 2019 | ICDE | CEP-Wizard: Automatic Deployment of Distributed Complex Event Processing. | Yooju Shin, Susik Yoon, Patara Trirat, Jae-Gil Lee |
| 2016 | CHI | 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 |