Jae-Gil Lee

154 papers A* 41A 9B 4Misc 1Journal 69Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
TimelyFreeze: Adaptive Parameter Freezing Mechanism for Pipeline Parallelism.
CoRR
Seonghye Cho, Jaemin Han, HyunJin Kim, Euisoo Jung, Jae-Gil Lee
2025 A* conf
Active Learning for Continual Learning: Keeping the Past Alive in the Present.
ICLR
Jaehyun Park, Dongmin Park, Jae-Gil Lee
2025 J jnl
Active Learning for Continual Learning: Keeping the Past Alive in the Present.
CoRR
Jaehyun Park, Dongmin Park, Jae-Gil Lee
2025 A* conf
Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection.
WWW
Sungwon Park, Sungwon Han, Xing Xie, Jae-Gil Lee, Meeyoung Cha
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 — ed.
Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part II
DASFAA (2)
Makoto Onizuka, Jae-Gil Lee, Yongxin Tong, Chuan Xiao, Yoshiharu Ishikawa, Sihem Amer-Yahia, H. V. Jagadish, Kejing Lu
2025 — ed.
Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part III
DASFAA (3)
Makoto Onizuka, Jae-Gil Lee, Yongxin Tong, Chuan Xiao, Yoshiharu Ishikawa, Sihem Amer-Yahia, H. V. Jagadish, Kejing Lu
2025 J jnl
Large language models are zero-shot point-of-interest recommenders.
Data Min. Knowl. Discov.
Joeun Kim, Youngjin Seo, Yeonsoo Kim, Junhyeok Kang, Jeeho Shin, Patara Trirat, Jae-Gil Lee
2025 J jnl
Learning Multidimensional Urban Poverty Representation with Satellite Imagery.
CoRR
Sungwon Park, Sumin Lee, Jihee Kim, Jae-Gil Lee, Meeyoung Cha, Jeasurk Yang, DongHyun Ahn
2025 J jnl
Leveraging Smartphone Human Interaction Routine Behavior Task Mining and Modeling for Daily Stress Monitoring.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Hansoo Lee, Taehyeon Park, Youngji Koh, Jae-Gil Lee, Uichin Lee
2025 — conf
MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices.
EMNLP (Findings)
Patara Trirat, Jae-Gil Lee
2025 J jnl
MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained Devices.
CoRR
Patara Trirat, Jae-Gil Lee
2025 — conf
Mitigating Source Label Dependency in Time-Series Domain Adaptation under Label Shifts.
KDD (2)
Jihye Na, Youngeun Nam, Junhyeok Kang, Jae-Gil Lee
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 J jnl
PASTA: Neural Architecture Search for Anomaly Detection in Multivariate Time Series.
IEEE Trans. Emerg. Top. Comput. Intell.
Patara Trirat, Jae-Gil Lee
2025 A* conf
RA-TTA: Retrieval-Augmented Test-Time Adaptation for Vision-Language Models.
ICLR
Youngjun Lee, Doyoung Kim, Junhyeok Kang, Jihwan Bang, Hwanjun Song, Jae-Gil Lee
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
TFAS: zero-shot NAS for general time-series analysis with time-frequency aware scoring.
Mach. Learn.
Patara Trirat, Jae-Gil Lee
2025 A* conf
VarDrop: Enhancing Training Efficiency by Reducing Variate Redundancy in Periodic Time Series Forecasting.
AAAI
Junhyeok Kang, Yooju Shin, Jae-Gil Lee
2025 J jnl
VarDrop: Enhancing Training Efficiency by Reducing Variate Redundancy in Periodic Time Series Forecasting.
CoRR
Junhyeok Kang, Yooju Shin, Jae-Gil Lee
2024 A* conf
Active Prompt Learning in Vision Language Models.
CVPR
Jihwan Bang, Sumyeong Ahn, Jae-Gil Lee
2024 A* conf
Adaptive Shortcut Debiasing for Online Continual Learning.
AAAI
Doyoung Kim, Dongmin Park, Yooju Shin, Jihwan Bang, Hwanjun Song, Jae-Gil Lee
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 J jnl
Continuous-Time Linear Positional Embedding for Irregular Time Series Forecasting.
CoRR
Byunghyun Kim, Jae-Gil Lee
2024 — ed.
Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part I
DASFAA (1)
Makoto Onizuka, Jae-Gil Lee, Yongxin Tong, Chuan Xiao, Yoshiharu Ishikawa, Sihem Amer-Yahia, H. V. Jagadish, Kejing Lu
2024 — ed.
Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part IV
DASFAA (4)
Makoto Onizuka, Jae-Gil Lee, Yongxin Tong, Chuan Xiao, Yoshiharu Ishikawa, Sihem Amer-Yahia, H. V. Jagadish, Kejing Lu
2024 — ed.
Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part V
DASFAA (5)
Makoto Onizuka, Jae-Gil Lee, Yongxin Tong, Chuan Xiao, Yoshiharu Ishikawa, Sihem Amer-Yahia, H. V. Jagadish, Kejing Lu
2024 — ed.
Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part VI
DASFAA (6)
Makoto Onizuka, Jae-Gil Lee, Yongxin Tong, Chuan Xiao, Yoshiharu Ishikawa, Sihem Amer-Yahia, H. V. Jagadish, Kejing Lu
2024 — ed.
Database Systems for Advanced Applications - 29th International Conference, DASFAA 2024, Gifu, Japan, July 2-5, 2024, Proceedings, Part VII
DASFAA (7)
Makoto Onizuka, Jae-Gil Lee, Yongxin Tong, Chuan Xiao, Yoshiharu Ishikawa, Sihem Amer-Yahia, H. V. Jagadish, Kejing Lu
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
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
Semi-Supervised Learning for Time Series Collected at a Low Sampling Rate.
KDD
Minyoung Bae, Yooju Shin, Youngeun Nam, Youngseop Lee, Jae-Gil Lee
2024 A* conf
Toward Robustness in Multi-Label Classification: A Data Augmentation Strategy against Imbalance and Noise.
AAAI
Hwanjun Song, Minseok Kim, Jae-Gil Lee
2024 J jnl
Universal Time-Series Representation Learning: A Survey.
CoRR
Patara Trirat, Yooju Shin, Junhyeok Kang, Youngeun Nam, Jihye Na, Minyoung Bae, Joeun Kim, Byunghyun Kim, Jae-Gil Lee
2023 J jnl
Active Prompt Learning in Vision Language Models.
CoRR
Jihwan Bang, Sumyeong Ahn, Jae-Gil Lee
2023 J jnl
Adaptive Shortcut Debiasing for Online Continual Learning.
CoRR
Doyoung Kim, Dongmin Park, Yooju Shin, Jihwan Bang, Hwanjun Song, Jae-Gil Lee
2023 A* conf
AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series.
AAAI
Patara Trirat, Youngeun Nam, Taeyoon Kim, Jae-Gil 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
Context-Aware Deep Time-Series Decomposition for Anomaly Detection in Businesses.
ECML/PKDD (6)
Youngeun Nam, Patara Trirat, Taeyoon Kim, Youngseop Lee, Jae-Gil Lee
2023 J jnl
Data collection and quality challenges in deep learning: a data-centric AI perspective.
VLDB J.
Steven Euijong Whang, Yuji Roh, Hwanjun Song, Jae-Gil Lee
2023 J jnl
Learning From Noisy Labels With Deep Neural Networks: A Survey.
IEEE Trans. Neural Networks Learn. Syst.
Hwanjun Song, Minseok Kim, Dongmin Park, Yooju Shin, Jae-Gil Lee
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
Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy.
NeurIPS
Dongmin Park, Seola Choi, Doyoung Kim, Hwanjun Song, Jae-Gil Lee
2023 J jnl
Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy.
CoRR
Dongmin Park, Seola Choi, Doyoung Kim, Hwanjun Song, Jae-Gil Lee
2023 — conf
Temporal Convolutional Network-Based Time-Series Segmentation.
BigComp
Hyangsuk Min, Jae-Gil Lee
2023 J jnl
Toward Robustness in Multi-label Classification: A Data Augmentation Strategy against Imbalance and Noise.
CoRR
Hwanjun Song, Minseok Kim, Jae-Gil Lee
2022 J jnl
A Bird's Eye View of the 4th Industrial Revolution Technologies.
IEEE Data Eng. Bull.
Kyu-Young Whang, Jae-Gil Lee, Hyo-Sang Lim, Inju Na
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
Meta-Learning for Online Update of Recommender Systems.
AAAI
Minseok Kim, Hwanjun Song, Yooju Shin, Dongmin Park, Kijung Shin, Jae-Gil Lee
2022 J jnl
Meta-Learning for Online Update of Recommender Systems.
CoRR
Minseok Kim, Hwanjun Song, Yooju Shin, Dongmin Park, Kijung Shin, Jae-Gil Lee
2022 A* conf
Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning.
NeurIPS
Dongmin Park, Yooju Shin, Jihwan Bang, Youngjun Lee, Hwanjun Song, Jae-Gil Lee
2022 J jnl
Meta-Query-Net: Resolving Purity-Informativeness Dilemma in Open-set Active Learning.
CoRR
Dongmin Park, Yooju Shin, Jihwan Bang, Youngjun Lee, Hwanjun Song, Jae-Gil 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
2021 A* conf
DF-TAR: A Deep Fusion Network for Citywide Traffic Accident Risk Prediction with Dangerous Driving Behavior.
WWW
Patara Trirat, Jae-Gil Lee
2021 J jnl
Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective.
CoRR
Steven Euijong Whang, Yuji Roh, Hwanjun Song, Jae-Gil Lee
2021 A conf
Exploiting Scene Depth for Object Detection with Multimodal Transformers.
BMVC
Hwanjun Song, Eunyoung Kim, Varun Jampani, Deqing Sun, Jae-Gil Lee, Ming-Hsuan Yang
2021 A* conf
Machine Learning Robustness, Fairness, and their Convergence.
KDD
Jae-Gil Lee, Yuji Roh, Hwanjun Song, Steven Euijong Whang
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
2021 A* conf
PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation.
AAAI
Minseok Kim, Hwanjun Song, Doyoung Kim, Kijung Shin, Jae-Gil Lee
2021 A* conf
Robust Learning by Self-Transition for Handling Noisy Labels.
KDD
Hwanjun Song, Minseok Kim, Dongmin Park, Yooju Shin, Jae-Gil Lee
2021 A* conf
Task-Agnostic Undesirable Feature Deactivation Using Out-of-Distribution Data.
NeurIPS
Dongmin Park, Hwanjun Song, Minseok Kim, Jae-Gil Lee
2020 J jnl
A systematic framework of predicting customer revisit with in-store sensors.
Knowl. Inf. Syst.
Sundong Kim, Jae-Gil Lee
2020 J jnl
Accurate and Fast Federated Learning via IID and Communication-Aware Grouping.
CoRR
Jin-Woo Lee, Jaehoon Oh, Yooju Shin, Jae-Gil Lee, Se-Young Yoon
2020 J jnl
Ada-boundary: accelerating DNN training via adaptive boundary batch selection.
Mach. Learn.
Hwanjun Song, Sundong Kim, Minseok Kim, Jae-Gil Lee
2020 J jnl
An effective approach to enhancing a focused crawler using Google.
J. Supercomput.
Jae-Gil Lee, Donghwan Bae, Sansung Kim, Jungeun Kim, Mun Yong Yi
2020 A conf
Carpe Diem, Seize the Samples Uncertain "at the Moment" for Adaptive Batch Selection.
CIKM
Hwanjun Song, Minseok Kim, Sundong Kim, Jae-Gil Lee
2020 J jnl
DTranNER: biomedical named entity recognition with deep learning-based label-label transition model.
BMC Bioinform.
S. K. Hong, Jae-Gil Lee
2020 J jnl
Data Collection and Quality Challenges for Deep Learning.
Proc. VLDB Endow.
Steven Whang, Jae-Gil Lee
2020 J jnl
Distributed fine-tuning of CNNs for image retrieval on multiple mobile devices.
Pervasive Mob. Comput.
Gwangseon Jang, Jin-Woo Lee, Jae-Gil Lee, Yunxin Liu
2020 J jnl
Effect of garbage collection in iterative algorithms on Spark: an experimental analysis.
J. Supercomput.
Minseo Kang, Jae-Gil Lee
2020 J jnl
Geosocial Co-Clustering: A Novel Framework for Geosocial Community Detection.
ACM Trans. Intell. Syst. Technol.
Jungeun Kim, Jae-Gil Lee, Byung Suk Lee, Jiajun Liu
2020 J jnl
Hello There! Is Now a Good Time to Talk?: Opportune Moments for Proactive Interactions with Smart Speakers.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Narae Cha, Auk Kim, Cheul Young Park, Soowon Kang, Mingyu Park, Jae-Gil Lee, Sangsu Lee, Uichin Lee
2020 A* conf
Hi-COVIDNet: Deep Learning Approach to Predict Inbound COVID-19 Patients and Case Study in South Korea.
KDD
Minseok Kim, Junhyeok Kang, Doyoung Kim, Hwanjun Song, Hyangsuk Min, Youngeun Nam, Dongmin Park, Jae-Gil Lee
2020 J jnl
Learning from Noisy Labels with Deep Neural Networks: A Survey.
CoRR
Hwanjun Song, Minseok Kim, Dongmin Park, Jae-Gil Lee
2020 — conf
Revisit Prediction by Deep Survival Analysis.
PAKDD (2)
Sundong Kim, Hwanjun Song, Sejin Kim, Beomyoung Kim, Jae-Gil Lee
2020 A* conf
TRAP: Two-level Regularized Autoencoder-based Embedding for Power-law Distributed Data.
WWW
Dongmin Park, Hwanjun Song, Minseok Kim, Jae-Gil Lee
2020 J jnl
TornadoAggregate: Accurate and Scalable Federated Learning via the Ring-Based Architecture.
CoRR
Jin-Woo Lee, Jaehoon Oh, Sungsu Lim, Se-Young Yun, Jae-Gil Lee
2020 J jnl
Two-Phase Learning for Overcoming Noisy Labels.
CoRR
Hwanjun Song, Minseok Kim, Dongmin Park, Jae-Gil 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
Carpe Diem, Seize the Samples Uncertain "At the Moment" for Adaptive Batch Selection.
CoRR
Hwanjun Song, Minseok Kim, Sundong Kim, Jae-Gil Lee
2019 J jnl
LinkBlackHole
IEEE Trans. Knowl. Data Eng.
Jungeun Kim, Sungsu Lim, Jae-Gil Lee, Byung Suk Lee
2019 A* conf
LinkBlackHole*: Robust Overlapping Community Detection Using Link Embedding (Extended Abstract).
ICDE
Jungeun Kim, Sungsu Lim, Jae-Gil Lee, Byung Suk 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
Maximizing MapReduce job speed and reliability in the mobile cloud by optimizing task allocation.
Pervasive Mob. Comput.
Jin-Woo Lee, Gwangseon Jang, Hohyun Jung, Jae-Gil Lee, Uichin 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
2019 J jnl
Prestopping: How Does Early Stopping Help Generalization against Label Noise?
CoRR
Hwanjun Song, Minseok Kim, Dongmin Park, Jae-Gil Lee
2019 A* conf
SELFIE: Refurbishing Unclean Samples for Robust Deep Learning.
ICML
Hwanjun Song, Minseok Kim, Jae-Gil Lee
2018 J jnl
Augmenting Recurrent Neural Networks with High-Order User-Contextual Preference for Session-Based Recommendation.
CoRR
Younghun Song, Jae-Gil Lee
2018 J jnl
Introduction to the special issue on Data Science in Asia (with PAKDD'2017).
Int. J. Data Sci. Anal.
Longbing Cao, Jae-Gil Lee, Xuemin Lin
2018 — conf
RP-DBSCAN: A Superfast Parallel DBSCAN Algorithm Based on Random Partitioning.
SIGMOD Conference
Hwanjun Song, Jae-Gil Lee
2018 B conf
TED Talk Recommender Using Speech Transcripts.
ASONAM
Jaehoon Oh, Injung Lee, Yeon Seonwoo, Simin Sung, Ilbong Kwon, Jae-Gil Lee
2018 J jnl
TED Talk Recommender Using Speech Transcripts.
CoRR
Jaehoon Oh, Injung Lee, Yeon Seonwoo, Simin Sung, Ilbong Kwon, Jae-Gil Lee
2018 A* conf
Utilizing In-store Sensors for Revisit Prediction.
ICDM
Sundong Kim, Jae-Gil Lee
2017 — ed.
Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part I
PAKDD (1)
Jinho Kim, Kyuseok Shim, Longbing Cao, Jae-Gil Lee, Xuemin Lin, Yang-Sae Moon
2017 — ed.
Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia Conference, PAKDD 2017, Jeju, South Korea, May 23-26, 2017, Proceedings, Part II
PAKDD (2)
Jinho Kim, Kyuseok Shim, Longbing Cao, Jae-Gil Lee, Xuemin Lin, Yang-Sae Moon
2017 J jnl
An experimental analysis of limitations of MapReduce for iterative algorithms on Spark.
Clust. Comput.
Minseo Kang, Jae-Gil Lee
2017 J jnl
Boundary image matching supporting partial denoising using time-series matching techniques.
Multim. Tools Appl.
Bum-Soo Kim, Yang-Sae Moon, Jae-Gil Lee
2017 J jnl
Developing information quality assessment framework of presentation slides.
J. Inf. Sci.
Seongchan Kim, Jae-Gil Lee, Mun Yong Yi
2017 J jnl
Differential Flattening: A Novel Framework for Community Detection in Multi-Layer Graphs.
ACM Trans. Intell. Syst. Technol.
Jungeun Kim, Jae-Gil Lee, Sungsu Lim
2017 — conf
Efficient fall detection based on event pattern matching in image streams.
BigComp
Hyun Gook Kang, Minseo Kang, Jae-Gil Lee
2017 A* conf
PAMAE: Parallel
KDD
Hwanjun Song, Jae-Gil Lee, Wook-Shin Han
2016 J jnl
A Novel Framework for Online Amnesic Trajectory Compression in Resource-Constrained Environments.
IEEE Trans. Knowl. Data Eng.
Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Jae-Gil Lee, Raja Jurdak
2016 J jnl
A Novel Framework for Online Amnesic Trajectory Compression in Resource-constrained Environments.
CoRR
Jiajun Liu, Kun Zhao, Philipp Sommer, Shuo Shang, Brano Kusy, Jae-Gil Lee, Raja Jurdak
2016 — conf
A comparative analysis of iterative MapReduce systems.
EDB
Minseo Kang, Jae-Gil Lee
2016 A conf
An Experimental Comparison of Iterative MapReduce Frameworks.
CIKM
Haejoon Lee, Minseo Kang, Sun-Bum Youn, Jae-Gil Lee, YongChul Kwon
2016 A* conf
BlackHole: Robust community detection inspired by graph drawing.
ICDE
Sungsu Lim, Junghoon Kim, Jae-Gil Lee
2016 Misc conf
Looking back on the current day: interruptibility prediction using daily behavioral features.
UbiComp
Minsoo Choy, Daehoon Kim, Jae-Gil Lee, Heeyoung Kim, Hiroshi Motoda
2016 J jnl
Parallel community detection on large graphs with MapReduce and GraphChi.
Data Knowl. Eng.
Seunghyeon Moon, Jae-Gil Lee, Minseo Kang, Minsoo Choy, Jin-Woo Lee
2016 A conf
SentiWorld: Understanding Emotions between Countries Based on Tweets.
ICWSM
Sang-Jun Yea, Sejin Kim, John-Michaël To, Jae-Gil Lee
2016 A* conf
Topical influence modeling via topic-level interests and interactions on social curation services.
ICDE
Daehoon Kim, Jae-Gil Lee, Byung Suk Lee
2015 J jnl
A Unifying Framework of Mining Trajectory Patterns of Various Temporal Tightness.
IEEE Trans. Knowl. Data Eng.
Jae-Gil Lee, Jiawei Han, Xiaolei Li
2015 J jnl
Community Detection in Multi-Layer Graphs: A Survey.
SIGMOD Rec.
Jungeun Kim, Jae-Gil Lee
2015 J jnl
DB-IR integration using tight-coupling in the Odysseus DBMS.
World Wide Web
Kyu-Young Whang, Jae-Gil Lee, Min-Jae Lee, Wook-Shin Han, Min-Soo Kim, Jun-Sung Kim
2015 J jnl
Geospatial Big Data: Challenges and Opportunities.
Big Data Res.
Jae-Gil Lee, Minseo Kang
2015 — conf
SocialKeyboard: Proofreading Everyday Writings in Mobile Phones.
CHI Extended Abstracts
Jin-Woo Lee, Joohyun Kim, Uichin Lee, Jae-Gil Lee
2015 — conf
Triangle counting in networks using a multi-level branching technique.
BigComp
Jungeun Kim, Minseo Kang, Sungsu Lim, Jae-Gil Lee
2014 A conf
Glaucus: Exploiting the Wisdom of Crowds for Location-Based Queries in Mobile Environments.
ICWSM
Minsoo Choy, Jae-Gil Lee, Gahgene Gweon, Daehoon Kim
2014 J jnl
Joins on Encoded and Partitioned Data.
Proc. VLDB Endow.
Jae-Gil Lee, Gopi K. Attaluri, Ronald Barber, Naresh Chainani, Oliver Draese, Frederick Ho, Stratos Idreos, Min-Soo Kim, Sam Lightstone, Guy M. Lohman, Konstantinos Morfonios, Keshava Murthy, Ippokratis Pandis, Lin Qiao, Vijayshankar Raman, Vincent Kulandai Samy, Richard Sidle, Knut Stolze, Liping Zhang
2014 A* conf
LinkSCAN*: Overlapping community detection using the link-space transformation.
ICDE
Sungsu Lim, Seungwoo Ryu, Sejeong Kwon, Kyomin Jung, Jae-Gil Lee
2014 A conf
Quality-Based Automatic Classification for Presentation Slides.
ECIR
Seongchan Kim, Wonchul Jung, Keejun Han, Jae-Gil Lee, Mun Yong Yi
2014 — conf
Scalable community detection from networks by computing edge betweenness on MapReduce.
BigComp
Seunghyeon Moon, Jae-Gil Lee, Minseo Kang
2013 A conf
Booming Up the Long Tails: Discovering Potentially Contributive Users in Community-Based Question Answering Services.
ICWSM
Juyup Sung, Jae-Gil Lee, Uichin Lee
2013 — conf
Facilitating developer-user interactions with mobile app review digests.
CHI Extended Abstracts
Jeungmin Oh, Daehoon Kim, Uichin Lee, Jae-Gil Lee, Junehwa Song
2013 — conf
The Influence in Twitter: Are They Really Influenced?
BSI@PAKDD/BSIC@IJCAI
Juyup Sung, Seunghyeon Moon, Jae-Gil Lee
2013 A conf
Understanding the Difficulty Factors for Learning Materials: A Qualitative Study.
AIED
Keejun Han, Mun Yong Yi, Gahgene Gweon, Jae-Gil Lee
2012 J jnl
Business Analytics in (a) Blink.
IEEE Data Eng. Bull.
Ronald Barber, Peter Bendel, Marco Czech, Oliver Draese, Frederick Ho, Namik Hrle, Stratos Idreos, Min-Soo Kim, Oliver Koeth, Jae-Gil Lee, Tianchao Tim Li, Guy M. Lohman, Konstantinos Morfonios, René Müller, Keshava Murthy, Ippokratis Pandis, Lin Qiao, Vijayshankar Raman, Richard Sidle, Knut Stolze, Sandor Szabo
2012 B conf
On Finding Fine-Granularity User Communities by Profile Decomposition.
ASONAM
Seulki Lee, Minsam Ko, Keejun Han, Jae-Gil Lee
2011 — conf
Blink: Not Your Father's Database!
BIRTE
Ronald Barber, Peter Bendel, Marco Czech, Oliver Draese, Frederick Ho, Namik Hrle, Stratos Idreos, Min-Soo Kim, Oliver Koeth, Jae-Gil Lee, Tianchao Tim Li, Guy M. Lohman, Konstantinos Morfonios, René Müller, Keshava Murthy, Ippokratis Pandis, Lin Qiao, Vijayshankar Raman, Sandor Szabo, Richard Sidle, Knut Stolze
2011 J jnl
Mining Discriminative Patterns for Classifying Trajectories on Road Networks.
IEEE Trans. Knowl. Data Eng.
Jae-Gil Lee, Jiawei Han, Xiaolei Li, Hong Cheng
2011 J jnl
MoveMine: Mining moving object data for discovery of animal movement patterns.
ACM Trans. Intell. Syst. Technol.
Zhenhui Li, Jiawei Han, Ming Ji, Lu-An Tang, Yintao Yu, Bolin Ding, Jae-Gil Lee, Roland Kays
2010 — conf
Incremental Clustering for Trajectories.
DASFAA (2)
Zhenhui Li, Jae-Gil Lee, Xiaolei Li, Jiawei Han
2010 — conf
MoveMine: mining moving object databases.
SIGMOD Conference
Zhenhui Li, Ming Ji, Jae-Gil Lee, Lu An Tang, Yintao Yu, Jiawei Han, Roland Kays
2010 J jnl
Tightly-coupled spatial database features in the Odysseus/OpenGIS DBMS for high-performance.
GeoInformatica
Kyu-Young Whang, Jae-Gil Lee, Min-Soo Kim, Min-Jae Lee, Ki-Hoon Lee, Wook-Shin Han, Jun-Sung Kim
2009 A* conf
Temporal Outlier Detection in Vehicle Traffic Data.
ICDE
Xiaolei Li, Zhenhui Li, Jiawei Han, Jae-Gil Lee
2008 — conf
Sampling cube: a framework for statistical olap over sampling data.
SIGMOD Conference
Xiaolei Li, Jiawei Han, Zhijun Yin, Jae-Gil Lee, Yizhou Sun
2008 J jnl
Structural optimization of a full-text
VLDB J.
Min-Soo Kim, Kyu-Young Whang, Jae-Gil Lee, Min-Jae Lee
2008 A* conf
Trajectory Outlier Detection: A Partition-and-Detect Framework.
ICDE
Jae-Gil Lee, Jiawei Han, Xiaolei Li
2007 A* conf
Odysseus: a High-Performance ORDBMS Tightly-Coupled with Spatial Database Features.
ICDE
Kyu-Young Whang, Jae-Gil Lee, Min-Soo Kim, Min-Jae Lee, Ki-Hoon Lee
2007 J jnl
The dynamic predicate: integrating access control with query processing in XML databases.
VLDB J.
Jae-Gil Lee, Kyu-Young Whang, Wook-Shin Han, Il-Yeol Song
2007 B conf
Traffic Density-Based Discovery of Hot Routes in Road Networks.
SSTD
Xiaolei Li, Jiawei Han, Jae-Gil Lee, Hector Gonzalez
2007 — conf
Trajectory clustering: a partition-and-group framework.
SIGMOD Conference
Jae-Gil Lee, Jiawei Han, Kyu-Young Whang
2007 J jnl
n-Gram/2L-approximation: a two-level n-gram inverted index structure for approximate string matching.
Comput. Syst. Sci. Eng.
Min-Soo Kim, Kyu-Young Whang, Jae-Gil Lee
2006 B conf
A Practitioner's Approach to Normalizing XQuery Expressions.
DASFAA
Ki-Hoon Lee, Seoyoung Kim, Euijong Whang, Jae-Gil Lee
2006 — conf
Continuous query processing in data streams using duality of data and queries.
SIGMOD Conference
Hyo-Sang Lim, Jae-Gil Lee, Min-Jae Lee, Kyu-Young Whang, Il-Yeol Song
2006 J jnl
Secure query processing against encrypted XML data using Query-Aware Decryption.
Inf. Sci.
Jae-Gil Lee, Kyu-Young Whang
2006 J jnl
Special issue: Hippocratic XML databases: a model and an access control mechanism.
Comput. Syst. Sci. Eng.
Jae-Gil Lee, Kyu-Young Whang, Wook-Shin Han, Il-Yeol Song
2005 A* conf
Odysseus: A High-Performance ORDBMS Tightly-Coupled with IR Features.
ICDE
Kyu-Young Whang, Min-Jae Lee, Jae-Gil Lee, Min-Soo Kim, Wook-Shin Han
2005 A* conf
n-Gram/2L: A Space and Time Efficient Two-Level n-Gram Inverted Index Structure.
VLDB
Min-Soo Kim, Kyu-Young Whang, Jae-Gil Lee, Min-Jae Lee
2004 J jnl
Transformation-based temporal aggregation using order-based buffer replacement strategy.
Comput. Syst. Sci. Eng.
Joon-Ho Woo, Byung Suk Lee, Min-Jae Lee, Jae-Gil Lee, Kyu-Young Whang