Susik Yoon

51 papers A* 17A 3Journal 23Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Analysis of City Image by Exploiting Social Media: Toward a Deeper Understanding of Multiple Characteristics and Their Temporal Changes Using Machine Learning.
IEEE Trans. Comput. Soc. Syst.
Hyeonchoel Jeong, Bumsu Cho, Susik Yoon, Yun Wook Choo, Dookie Kim, Jungeun Kim
2026 A* conf
Back to the Future: Look-ahead Augmentation and Parallel Self-Refinement for Time Series Forecasting.
WWW
Sunho Kim, Susik Yoon
2026 J jnl
Back to the Future: Look-ahead Augmentation and Parallel Self-Refinement for Time Series Forecasting.
CoRR
Sunho Kim, Susik Yoon
2026 — conf
CREAM: Continual Retrieval on Dynamic Streaming Corpora with Adaptive Soft Memory.
KDD (1)
HuiJeong Son, Hyeongu Kang, Sunho Kim, Subeen Ho, SeongKu Kang, Dongha Lee, Susik Yoon
2026 J jnl
CREAM: Continual Retrieval on Dynamic Streaming Corpora with Adaptive Soft Memory.
CoRR
HuiJeong Son, Hyeongu Kang, Sunho Kim, Subeen Ho, SeongKu Kang, Dongha Lee, Susik Yoon
2026 J jnl
Can Structural Cues Save LLMs? Evaluating Language Models in Massive Document Streams.
CoRR
Yukyung Lee, Yebin Lim, Woojun Jung, Wonjun Choi, Susik Yoon
2026 J jnl
Efficient Computation of Maximum Flexi-Clique in Networks.
CoRR
Song Kim, Hyewon Kim, Kaiqiang Yu, Taejoon Han, Junghoon Kim, Susik Yoon, Jungeun Kim
2026 J jnl
Improving Scientific Document Retrieval with Academic Concept Index.
CoRR
Jeyun Lee, Junhyoung Lee, Wonbin Kweon, Bowen Jin, Yu Zhang, Susik Yoon, Dongha Lee, Hwanjo Yu, Jiawei Han, SeongKu Kang
2026 A conf
Metadata Meets LLMs: Constructing Knowledge-Rich Citation Networks with CoT-Enhanced Representations.
WSDM
Soohwan Jeong, MinGyu Choi, Joon-Young Kim, Susik Yoon, Sungsu Lim
2025 — conf
Bi-Modal Learning for Networked Time Series.
KDD (2)
Youngeun Nam, Jihye Na, Susik Yoon, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee
2025 A* conf
HAETAE: In-domain Table Pretraining with Header Anchoring.
SIGIR
Woojun Jung, Susik Yoon
2025 A conf
Mobility Networked Time-Series Forecasting Benchmark Datasets.
ICWSM
Jihye Na, Youngeun Nam, Susik Yoon, Hwanjun Song, Byung Suk Lee, Jae-Gil Lee
2025 — conf
Multi-level Diagnosis and Evaluation for Robust Tabular Feature Engineering with Large Language Models.
EMNLP (Findings)
Yebin Lim, Susik Yoon
2025 J jnl
Multi-level Diagnosis and Evaluation for Robust Tabular Feature Engineering with Large Language Models.
CoRR
Yebin Lim, Susik Yoon
2025 J jnl
References Indeed Matter? Reference-Free Preference Optimization for Conversational Query Reformulation.
CoRR
Doyoung Kim, Youngjun Lee, Joeun Kim, Jihwan Bang, Hwanjun Song, Susik Yoon, Jae-Gil Lee
2025 J jnl
Sequence-aware adaptive graph convolutional recurrent networks for traffic forecasting.
Knowl. Based Syst.
Seunghoon Han, Hyewon Lee, Daniel Y. Lee, Sung-Soo Kim, Susik Yoon, Sungsu Lim
2025 J jnl
Session-Based Recommendation with Validated and Enriched LLM Intents.
CoRR
Gyuseok Lee, Yaokun Liu, Yifan Liu, Susik Yoon, Dong Wang, SeongKu Kang
2024 A* conf
Breaking the Time-Frequency Granularity Discrepancy in Time-Series Anomaly Detection.
WWW
Youngeun Nam, Susik Yoon, Yooju Shin, Minyoung Bae, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee
2024 A* conf
Exploiting Representation Curvature for Boundary Detection in Time Series.
NeurIPS
Yooju Shin, Jaehyun Park, Susik Yoon, Hwanjun Song, Byung Suk Lee, Jae-Gil Lee
2024 A conf
Flexi-clique: Exploring Flexible and Sub-linear Clique Structures.
CIKM
Song Kim, Junghoon Kim, Susik Yoon, Jungeun Kim
2024 A* conf
One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning.
ICML
Doyoung Kim, Susik Yoon, Dongmin Park, Youngjun Lee, Hwanjun Song, Jihwan Bang, Jae-Gil Lee
2024 A* conf
Online Drift Detection with Maximum Concept Discrepancy.
KDD
Ke Wan, Yi Liang, Susik Yoon
2024 J jnl
Online Drift Detection with Maximum Concept Discrepancy.
CoRR
Ke Wan, Yi Liang, Susik Yoon
2024 J jnl
Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths.
CoRR
Sangam Lee, Ryang Heo, SeongKu Kang, Susik Yoon, Jinyoung Yeo, Dongha Lee
2023 A* conf
Context Consistency Regularization for Label Sparsity in Time Series.
ICML
Yooju Shin, Susik Yoon, Hwanjun Song, Dongmin Park, Byunghyun Kim, Jae-Gil Lee, Byung Suk Lee
2023 — conf
DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance.
ACL (Findings)
Nishant Balepur, Shivam Agarwal, Karthik Venkat Ramanan, Susik Yoon, Diyi Yang, Jiawei Han
2023 — conf
MEGClass: Extremely Weakly Supervised Text Classification via Mutually-Enhancing Text Granularities.
EMNLP (Findings)
Priyanka Kargupta, Tanay Komarlu, Susik Yoon, Xuan Wang, Jiawei Han
2023 J jnl
MEGClass: Text Classification with Extremely Weak Supervision via Mutually-Enhancing Text Granularities.
CoRR
Priyanka Kargupta, Tanay Komarlu, Susik Yoon, Xuan Wang, Jiawei Han
2023 J jnl
MG-TAR: Multi-View Graph Convolutional Networks for Traffic Accident Risk Prediction.
IEEE Trans. Intell. Transp. Syst.
Patara Trirat, Susik Yoon, Jae-Gil Lee
2023 J jnl
One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning.
CoRR
Doyoung Kim, Susik Yoon, Dongmin Park, Youngjun Lee, Hwanjun Song, Jihwan Bang, Jae-Gil Lee
2023 A* conf
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream.
WWW
Susik Yoon, Hou Pong Chan, Jiawei Han
2023 J jnl
PDSum: Prototype-driven Continuous Summarization of Evolving Multi-document Sets Stream.
CoRR
Susik Yoon, Hou Pong Chan, Jiawei Han
2023 A* conf
SCStory: Self-supervised and Continual Online Story Discovery.
WWW
Susik Yoon, Yu Meng, Dongha Lee, Jiawei Han
2023 J jnl
SCStory: Self-supervised and Continual Online Story Discovery.
CoRR
Susik Yoon, Yu Meng, Dongha Lee, Jiawei Han
2023 A* conf
Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding.
SIGIR
Susik Yoon, Dongha Lee, Yunyi Zhang, Jiawei Han
2023 J jnl
Unsupervised Story Discovery from Continuous News Streams via Scalable Thematic Embedding.
CoRR
Susik Yoon, Dongha Lee, Yunyi Zhang, Jiawei Han
2022 A* conf
Adaptive Model Pooling for Online Deep Anomaly Detection from a Complex Evolving Data Stream.
KDD
Susik Yoon, Youngjun Lee, Jae-Gil Lee, Byung Suk Lee
2022 J jnl
Adaptive Model Pooling for Online Deep Anomaly Detection from a Complex Evolving Data Stream.
CoRR
Susik Yoon, Youngjun Lee, Jae-Gil Lee, Byung Suk Lee
2022 A* conf
COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies.
AAAI
Doyoung Kim, Hyangsuk Min, Youngeun Nam, Hwanjun Song, Susik Yoon, Minseok Kim, Jae-Gil Lee
2022 A* conf
Coherence-based Label Propagation over Time Series for Accelerated Active Learning.
ICLR
Yooju Shin, Susik Yoon, Sundong Kim, Hwanjun Song, Jae-Gil Lee, Byung Suk Lee
2022 A* conf
Multi-view POI-level Cellular Trajectory Reconstruction for Digital Contact Tracing of Infectious Diseases.
ICDM
Dongmin Park, Junhyeok Kang, Hwanjun Song, Susik Yoon, Jae-Gil Lee
2022 A* conf
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters.
WWW
Dongha Lee, Jiaming Shen, SeongKu Kang, Susik Yoon, Jiawei Han, Hwanjo Yu
2022 J jnl
TaxoCom: Topic Taxonomy Completion with Hierarchical Discovery of Novel Topic Clusters.
CoRR
Dongha Lee, Jiaming Shen, SeongKu Kang, Susik Yoon, Jiawei Han, Hwanjo Yu
2022 — conf
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation.
EMNLP (Findings)
Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han
2022 J jnl
Topic Taxonomy Expansion via Hierarchy-Aware Topic Phrase Generation.
CoRR
Dongha Lee, Jiaming Shen, Seonghyeon Lee, Susik Yoon, Hwanjo Yu, Jiawei Han
2021 — conf
Multiple Dynamic Outlier-Detection from a Data Stream by Exploiting Duality of Data and Queries.
SIGMOD Conference
Susik Yoon, Yooju Shin, Jae-Gil Lee, Byung Suk Lee
2020 A* conf
Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping.
KDD
Susik Yoon, Jae-Gil Lee, Byung Suk Lee
2019 A* conf
CEP-Wizard: Automatic Deployment of Distributed Complex Event Processing.
ICDE
Yooju Shin, Susik Yoon, Patara Trirat, Jae-Gil Lee
2019 J jnl
MLAT: Metric Learning for kNN in Streaming Time Series.
CoRR
Dongmin Park, Susik Yoon, Hwanjun Song, Jae-Gil Lee
2019 J jnl
NETS: Extremely Fast Outlier Detection from a Data Stream via Set-Based Processing.
Proc. VLDB Endow.
Susik Yoon, Jae-Gil Lee, Byung Suk Lee
2016 — conf
Social or Financial Goals?: Comparative Analysis of User Behaviors in Couchsurfing and Airbnb.
CHI Extended Abstracts
Jiwon Jung, Susik Yoon, Seunghyun Kim, Sangkeun Park, Kun-Pyo Lee, Uichin Lee