Jongwuk Lee

According to our database, Jongwuk Lee authored at least 75 papers between 2007 and 2024.

Collaborative distances:

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

2024

Self-supervised Multimodal Graph Convolutional Network for collaborative filtering.

Sungjune Kim, Seongjun Yun, Jongwuk Lee, Gyusam Chang, Wonseok Roh, Dae-Neung Sohn, Jung-Tae Lee, Hogun Park, Sangpil Kim

Inf. Sci., January, 2024

Multi-intent-aware Session-based Recommendation.

Minjin Choi, Hye-young Kim, Hyunsouk Cho, Jongwuk Lee

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Multi-Granularity Guided Fusion-in-Decoder.

Eunseong Choi, Hyeri Lee, Jongwuk Lee

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression.

Eunseong Choi, Sunkyung Lee, Minjin Choi, June Park, Jongwuk Lee

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

MARS: Matching Attribute-aware Representations for Text-based Sequential Recommendation.

Hyunsoo Kim, Junyoung Kim, Minjin Choi, Sunkyung Lee, Jongwuk Lee

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

2023

Saliency as Pseudo-Pixel Supervision for Weakly and Semi-Supervised Semantic Segmentation.

Minhyun Lee, Seungho Lee, Jongwuk Lee, Hyunjung Shim

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Your lottery ticket is damaged: Towards all-alive pruning for extremely sparse networks.

Daejin Kim, Min-Soo Kim, Hyunjung Shim, Jongwuk Lee

Inf. Sci., July, 2023

CoMix: Collaborative filtering with mixup for implicit datasets.

Jaewan Moon, Yoonki Jeong, Dong-Kyu Chae, Jaeho Choi, Hyunjung Shim, Jongwuk Lee

Inf. Sci., May, 2023

It's Enough: Relaxing Diagonal Constraints in Linear Autoencoders for Recommendation.

Jaewan Moon, Hye-young Kim, Jongwuk Lee

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

uCTRL: Unbiased Contrastive Representation Learning via Alignment and Uniformity for Collaborative Filtering.

Jae-woong Lee, Seongmin Park, Mincheol Yoon, Jongwuk Lee

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

ConQueR: Contextualized Query Reduction using Search Logs.

Hye-young Kim, Minjin Choi, Sunkyung Lee, Eunseong Choi, Young-In Song, Jongwuk Lee

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

It Ain't Over: A Multi-aspect Diverse Math Word Problem Dataset.

Jiwoo Kim, Youngbin Kim, Ilwoong Baek, JinYeong Bak, Jongwuk Lee

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

GLEN: Generative Retrieval via Lexical Index Learning.

Sunkyung Lee, Minjin Choi, Jongwuk Lee

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Forgetting-aware Linear Bias for Attentive Knowledge Tracing.

Yoonjin Im, Eunseong Choi, Heejin Kook, Jongwuk Lee

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Toward a Better Understanding of Loss Functions for Collaborative Filtering.

Seongmin Park, Mincheol Yoon, Jae-woong Lee, Hogun Park, Jongwuk Lee

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

CompeteNet: Siamese Networks for Predicting Win-Loss Outcomes in Baseball Games.

Kyeongjin Mun, Bonggeon Cha, Jongwuk Lee, Jihyeon Kim, Hyuncheol Jo

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2023

2022

Large-scale tucker Tensor factorization for sparse and accurate decomposition.

Jun-Gi Jang, Moonjeong Park, Jongwuk Lee, Lee Sael

J. Supercomput., 2022

Knowledge distillation meets recommendation: collaborative distillation for top-N recommendation.

Jae-woong Lee, Minjin Choi, Lee Sael, Hyunjung Shim, Jongwuk Lee

Knowl. Inf. Syst., 2022

S-Walk: Accurate and Scalable Session-based Recommendationwith Random Walks.

Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee

CoRR, 2022

S-Walk: Accurate and Scalable Session-based Recommendation with Random Walks.

Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

FuseME: Distributed Matrix Computation Engine based on Cuboid-based Fused Operator and Plan Generation.

Donghyoung Han, Jongwuk Lee, Min-Soo Kim

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Bilateral Self-unbiased Learning from Biased Implicit Feedback.

Jae-woong Lee, Seongmin Park, Joonseok Lee, Jongwuk Lee

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Logit Mixing Training for More Reliable and Accurate Prediction.

Duhyeon Bang, Kyungjune Baek, Jiwoo Kim, Yunho Jeon, Jin-Hwa Kim, Jiwon Kim, Jongwuk Lee, Hyunjung Shim

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Abstractive Summarization of Korean Legal Cases using Pre-trained Language Models.

Jiyoung Yoon, Muhammad Junaid, Sajid Ali, Jongwuk Lee

Proceedings of the 16th International Conference on Ubiquitous Information Management and Communication, 2022

Long-tail Mixup for Extreme Multi-label Classification.

Sangwoo Han, Eunseong Choi, Chan Lim, Hyunjung Shim, Jongwuk Lee

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

SpaDE: Improving Sparse Representations using a Dual Document Encoder for First-stage Retrieval.

Eunseong Choi, Sunkyung Lee, Minjin Choi, Hyeseon Ko, Young-In Song, Jongwuk Lee

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Optimizing Read Operations of Hadoop Distributed File System on Heterogeneous Storages.

Jongbaeg Lee, Jongwuk Lee, Sang-Won Lee

J. Inf. Sci. Eng., 2021

Distilling from professors: Enhancing the knowledge distillation of teachers.

Duhyeon Bang, Jongwuk Lee, Hyunjung Shim

Inf. Sci., 2021

Session-aware Linear Item-Item Models for Session-based Recommendation.

Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee

Proceedings of the WWW '21: The Web Conference 2021, 2021

Local Collaborative Autoencoders.

Minjin Choi, Yoonki Jeong, Joonseok Lee, Jongwuk Lee

Proceedings of the WSDM '21, 2021

Dual Unbiased Recommender Learning for Implicit Feedback.

Jae-woong Lee, Seongmin Park, Jongwuk Lee

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories.

Minjin Choi, Sunkyung Lee, Eunseong Choi, Heesoo Park, Junhyuk Lee, Dongwon Lee, Jongwuk Lee

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Railroad Is Not a Train: Saliency As Pseudo-Pixel Supervision for Weakly Supervised Semantic Segmentation.

Seungho Lee, Minhyun Lee, Jongwuk Lee, Hyunjung Shim

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

An Empirical Study for Class Imbalance in Extreme Multi-label Text Classification.

Sangwoo Han, Chan Lim, Bonggeon Cha, Jongwuk Lee

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2021

2020

Decoupled word embeddings using latent topics.

Heesoo Park, Jongwuk Lee

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Diversity regularized autoencoders for text generation.

Hyeseon Ko, Junhyuk Lee, Jinhong Kim, Jongwuk Lee, Hyunjung Shim

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Bridging the Gap between Click and Relevance for Learning-to-Rank with Minimal Supervision.

Jae-woong Lee, Young-In Song, Deokmin Haam, Sanghoon Lee, Woo-Sik Choi, Jongwuk Lee

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Analyzing Deep Neural Networks with Noisy Labels.

Chan Lim, Sangwoo Han, Jongwuk Lee

Proceedings of the 2020 IEEE International Conference on Big Data and Smart Computing, 2020

2019

l-Injection: Toward Effective Collaborative Filtering Using Uninteresting Items.

Jongwuk Lee, Won-Seok Hwang, Juan Parc, Youngnam Lee, Sang-Wook Kim, Dongwon Lee

IEEE Trans. Knowl. Data Eng., 2019

CrowdStart: Warming up cold-start items using crowdsourcing.

Dong-Gyun Hong, Yeon-Chang Lee, Jongwuk Lee, Sang-Wook Kim

Expert Syst. Appl., 2019

Dual Neural Personalized Ranking.

Seunghyeon Kim, Jongwuk Lee, Hyunjung Shim

Proceedings of the World Wide Web Conference, 2019

Characterization and Early Detection of Evergreen News Articles.

Yiming Liao, Shuguang Wang, Eui-Hong Sam Han, Jongwuk Lee, Dongwon Lee

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Collaborative Distillation for Top-N Recommendation.

Jae-woong Lee, Minjin Choi, Jongwuk Lee, Hyunjung Shim

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

Crowdsourced promotions in doubt: Analyzing effective crowdsourced promotions.

Hee-Jeong Kim, Jongwuk Lee, Dong-Kyu Chae, Sang-Wook Kim

Inf. Sci., 2018

MMCF: Multimodal Collaborative Filtering for Automatic Playlist Continuation.

Hojin Yang, Yoonki Jeong, Minjin Choi, Jongwuk Lee

Proceedings of the ACM Recommender Systems Challenge, 2018

2017

CrowdK: Answering top-k queries with crowdsourcing.

Jongwuk Lee, Dongwon Lee, Seung-won Hwang

Inf. Sci., 2017

IDAE: Imputation-boosted Denoising Autoencoder for Collaborative Filtering.

Jae-woong Lee, Jongwuk Lee

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Improving the accuracy of top-N recommendation using a preference model.

Jongwuk Lee, Dongwon Lee, Yeon-Chang Lee, Won-Seok Hwang, Sang-Wook Kim

Inf. Sci., 2016

Optimizing skyline queries over incomplete data.

Jongwuk Lee, Hyeonseung Im, Gae-won You

Inf. Sci., 2016

Analyzing crowdsourced promotion effects in online social networks.

Hee-Jeong Kim, Dong-Kyu Chae, Sang-Wook Kim, Jongwuk Lee

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

"Told you i didn't like it": Exploiting uninteresting items for effective collaborative filtering.

Won-Seok Hwang, Juan Parc, Sang-Wook Kim, Jongwuk Lee, Dongwon Lee

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

CrowdSky: Skyline Computation with Crowdsourcing.

Jongwuk Lee, Dongwon Lee, Sang-Wook Kim

Proceedings of the 19th International Conference on Extending Database Technology, 2016

2014

Toward efficient multidimensional subspace skyline computation.

Jongwuk Lee, Seung-won Hwang

VLDB J., 2014

Toward Scalable Indexing for Top-k Queries.

Jongwuk Lee, Hyunsouk Cho, Sunyou Lee, Seung-won Hwang

IEEE Trans. Knowl. Data Eng., 2014

Skyline ranking for uncertain databases.

Hyountaek Yong, Jongwuk Lee, Jinha Kim, Seung-won Hwang

Inf. Sci., 2014

Efficient entity matching using materialized lists.

Sanghoon Lee, Jongwuk Lee, Seung-won Hwang

Inf. Sci., 2014

Scalable skyline computation using a balanced pivot selection technique.

Jongwuk Lee, Seung-won Hwang

Inf. Syst., 2014

2013

Hybrid entity clustering using crowds and data.

Jongwuk Lee, Hyunsouk Cho, Jin-Woo Park, Young-rok Cha, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen

VLDB J., 2013

Fria: fast and robust instance alignment.

Sanghoon Lee, Jongwuk Lee, Seung-won Hwang

Proceedings of the 22nd International World Wide Web Conference, 2013

2012

Interactive skyline queries.

Jongwuk Lee, Gae-won You, Seung-won Hwang, Joachim Selke, Wolf-Tilo Balke

Inf. Sci., 2012

Supporting efficient distributed skyline computation using skyline views.

Jongwuk Lee, Jinhan Kim, Seung-won Hwang

Inf. Sci., 2012

Efficient Dual-Resolution Layer Indexing for Top-k Queries.

Jongwuk Lee, Hyunsouk Cho, Seung-won Hwang

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011

Scalable entity matching computation with materialization.

Sanghoon Lee, Jongwuk Lee, Seung-won Hwang

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

VSkyline: vectorization for efficient skyline computation.

Sung-Ryoung Cho, Jongwuk Lee, Seung-won Hwang, Hwansoo Han, Sang-Won Lee

SIGMOD Rec., 2010

QSkycube: Efficient Skycube Computation using Point-Based Space Partitioning.

Jongwuk Lee, Seung-won Hwang

Proc. VLDB Endow., 2010

Navigation system for product search.

Jongwuk Lee, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen

Proceedings of the 26th International Conference on Data Engineering, 2010

BSkyTree: scalable skyline computation using a balanced pivot selection.

Jongwuk Lee, Seung-won Hwang

Proceedings of the EDBT 2010, 2010

2009

Personalized top-k skyline queries in high-dimensional space.

Jongwuk Lee, Gae-won You, Seung-won Hwang

Inf. Syst., 2009

Query result clustering for object-level search.

Jongwuk Lee, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

SkyTree: scalable skyline computation for sensor data.

Jongwuk Lee, Seung-won Hwang

Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, 2009

Skyline View: Efficient Distributed Subspace Skyline Computation.

Jinhan Kim, Jongwuk Lee, Seung-won Hwang

Proceedings of the Data Warehousing and Knowledge Discovery, 11th International Conference, 2009

2008

Ranking with tagging as quality indicators.

Jongwuk Lee, Seung-won Hwang

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Optimal Preference Elicitation for Skyline Queries over Categorical Domains.

Jongwuk Lee, Gae-won You, Seung-won Hwang, Joachim Selke, Wolf-Tilo Balke

Proceedings of the Database and Expert Systems Applications, 19th International Conference, 2008

2007

Supporting personalized top-k skyline queries using partial compressed skycube.

Jongwuk Lee, Gae-won You, IkChan Sohn, Seung-won Hwang, Kwangil Ko, Zino Lee

Proceedings of the 9th ACM International Workshop on Web Information and Data Management (WIDM 2007), 2007

Telescope: Zooming to Interesting Skylines.

Jongwuk Lee, Gae-won You, Seung-won Hwang

Proceedings of the Advances in Databases: Concepts, 2007