Selected International Journals
- 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
Information Sciences, Volume 653, January 2024 - Saliency as Pseudo-pixel Supervision for Weakly and Semi-supervised Semantic Segmentation
Seungho Lee,* Minhyun Lee*, Jongwuk Lee, Hyunjung Shim
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 2023 (To appear) - Your Lottery Ticket is Damaged: Towards All-Alive Pruning for Extremely Sparse Networks
Daejin Kim; Min-Soo Kim; Hyunjung Shim; Jongwuk Lee
Information Sciences, Volume 634, July 2023 - CoMix: Collaborative Filtering with Mixup for Implicit Datasets
Jaewan Moon, Yoonki Jeong, Dong-Kyu Chae, Jaeho Choi, Hyunjung Shim, Jongwuk Lee
Information Sciences, Volume 628, May 2023 - Large-Scale Tucker Tensor Factorization for Sparse and Accurate Decomposition
Jun-Gi Jang, Moonjeong Park, Jongwuk Lee, Lee Sael
Journal of Supercomputing, May 2022 - DeepTESR: a Deep Learning Framework to Predict the Degree of Translational Elongation Short Ramp for Gene Expression Control
Dong-Jae Kim, Jiwoo Kim, Dong-Hyun Lee, Jongwuk Lee, Han-Min Woo
ACS Synthetic Biology, 2022 - Knowledge Distillation Meets Recommendation: Collaborative Distillation for top-N Recommendation
Jae-woong Lee, Minjin Choi, Lee Sael, Hyunjung Shim, Jongwuk Lee
Knowledge and Information Sytsems (KAIS), 2022 - Distilling from Professors: Enhancing the Knowledge Distillation of Teachers
Duhyeon Bang, Jongwuk Lee*, Hyunjung Shim*
Information Sciences, 2021 - CrowdStart: Warming up Cold-Start Items using Crowdsourcing
Dong-Gyun Hong, Yeon-Chang Lee, Jongwuk Lee, Sang-Wook Kim
Expert Systems with Applications, Dec 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 Transactions on Knowledge and Data Engineering, Jan 2019 - Crowdsourced Promotions in Doubt: Analyzing Effective Crowdsourced Promotions
Hee-Jeong Kim, Jongwuk Lee, Dong-Kyu Chae, Sang-Wook Kim
Information Sciences, 432: 185-198, March 2018
- CrowdK: Answering Top-k Queries with Crowdsourcing
Jongwuk Lee, Dongwon Lee, Seung-won Hwang
Information Sciences, 399: 98-120, August 2017 - Optimizing Skyline Queries over Incomplete Data
Jongwuk Lee, Hyeonseung Im, Gae-won You
Information Sciences, 361: 14-28, 20 September 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
Information Sciences, 348: 290-304, 20 June 2016
- Toward Scalable Indexing for Top-k Queries
Jongwuk Lee, Hyunsouk Cho, Sunyou Lee, Seung-won Hwang
IEEE Transactions on Knowledge and Data Engineering, 26(12): 3103-3116, 2014 - Scalable Skyline Computation using a Balanced Pivot Selection Technique
Jongwuk Lee, Seung-won Hwang
Information Systems 39: 1-21, 2014
- Efficient Entity Matching using Materialized Lists
Sanghoon Lee, Jongwuk Lee, Seung-won Hwang
Information Sciences 261: 170-184, 2014 - Skyline Ranking for Uncertain Databases
Hyountaek Yong, Jongwuk Lee, Jinha Kim, Seung-won Hwang
Information Sciences 273: 247-262, 2014 - Toward Efficient Multidimensional Subspace Skyline Computation
Jongwuk Lee, Seung-won Hwang
VLDB Journal 23(1): 129-145, 2014 - 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 Journal 22(5): 711-726, 2013 - Supporting Efficient Distributed Skyline Computation using Skyline Views
Jongwuk Lee, Jinhan Kim, Seung-won Hwang
Information Sciences 194: 24-37, 2012 - Interactive Skyline Queries
Jongwuk Lee, Gae-won You, Seung-won Hwang, Joachim Selke, Wolf-Tilo Balke
Information Sciences 211: 18-35, 2012 - VSkyline: Vectorization for Efficient Skyline Computation
Sung-Ryoung Cho, Jongwuk Lee, Seung-won Hwang, Hwansoo Han, Sang-Won Lee
SIGMOD Record 39(2): 19-26, 2010 - Personalized Top-k Skyline Queries in High-Dimensional Space
Jongwuk Lee, Gae-won You, Seung-won Hwang
Information Systems 34(1): 45-61, 2009
Selected International Conferences
- Multi-intent-aware Session-based Recommendation
Minjin Choi, Hye-young Kim, Hyunsouk Cho, Jongwuk Lee
The 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR, short paper)
Washington D.C., USA, July 14-18, 2024 (To appear) - Multi-Granularity Guided Fusion-in-Decoder
Eunseong Choi, Hyeri Lee, and Jongwuk Lee
Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL Findings)
Mexico City, Mexico, June 16–21, 2024 (To appear) - GLEN: Generative Retrieval via Lexical Index Learning
Sunkyung Lee*, Minjin Choi*, Jongwuk Lee (* : equal contribution)
The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)
Singapore, December 6-10, 2023 - It Ain't Over: A Multi-aspect Diverse Math Word Problem Dataset
Jiwoo Kim, Youngbin Kim, Ilwoong Baek, JinYeong Bak, Jongwuk Lee
The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)
Singapore, December 6-10, 2023 - Toward a Better Understanding of Loss Functions for Collaborative Filtering
Seongmin Park, Mincheol Yoon, Jae-woong Lee, Hogun Park, Jongwuk Lee
The 32nd ACM International Conference on Information and Knowledge Management (CIKM)
Birmingham, UK, October 21-25, 2023 - Forgetting-aware Linear Bias for Attentive Knowledge Tracing
Yoonjin Im, Eunseong Choi, Heejin Kook, Jongwuk Lee
The 32nd ACM International Conference on Information and Knowledge Management (CIKM, short paper)
Birmingham, UK, October 21-25, 2023 - It's Enough: Relaxing Diagonal Constraints in Regression-based Linear Recommender Models
Jaewan Moon, Hye-young Kim and Jongwuk Lee
The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Taipei, Taiwan, July 23-27, 2023
- ConQueR: Contextualized Query Reduction using Search Logs
Hye-young Kim*, Minijn Choi*, Sunkyung Lee, Eunseong Choi, Young-In Song and Jongwuk Lee
The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR, short paper)
Taipei, Taiwan, July 23-27, 2023 - uCTRL: Unbiased Contrastive Representation Learning via Alignment and Uniformity for Collaborative Filtering
Jae-woong Lee, Seongmin Park, Mincheol Yoon and Jongwuk Lee
The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR, short paper)
Taipei, Taiwan, July 23-27, 2023 - SpaDE: Improving Sparse Representations using a Dual Document Encoder for First-stage Retrieval
Eunseong Choi*, Sunkyung Lee*, Minijn Choi, Hyeseon Ko, Young-In Song, Jongwuk Lee
The 31st ACM International Conference on Information and Knowledge Management (CIKM)
Atlanta, Georgia, USA, Oct 17–21, 2022 - Long-tail Mixup for Extreme Multi-label Classification
Sangwoo Han, Eunseong Choi, Chan Lim, Hyunjung Shim, Jongwuk Lee
The 31st ACM International Conference on Information and Knowledge Management (CIKM, short paper)
Atlanta, Georgia, USA, Oct 17–21, 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
The 31st International Joint Conference on Artificial Intelligence (IJCAI)
Messe Wien, Vienna, Austria, July 23–29, 2022 - FuseME: Distributed Matrix Computation Engine based on Cuboid-based Fused Operator and Plan Generation
Donghyoung Han, Jongwuk Lee, Min-Soo Kim
ACM SIGMOD/PODS International Conference on Management on Data (SIGMOD)
Philadelphia, PA, USA, June 12-17, 2022 - Bilateral Self-unbiased Learning from Biased Implicit Feedback
Jae-woong Lee, Seongmin Park, Joonseok Lee, Jongwuk Lee
The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Madrid, Spain, July 11–15, 2022 - S-Walk: Accurate and Scalable Session-based Recommendation with Random Walks
Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee
The 15th ACM International Conference on Web Search and Data Mining (WSDM)
Phoenix, Arizona, USA, Feb 21–25, 2022 - Dual Unbiased Recommender Learning for Implicit Feedback
Jae-woong Lee, Seongmin Park, Jongwuk Lee
The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR, short paper)
Online, July 11–15, 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
Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
Mexico City, Mexico, June 6–11, 2021 - Railroad is Not a Train: Saliency as Pseudo-pixel Supervisions for Weakly Supervised Semantic Segmentation
Seungho Lee*, Minhyun Lee*, Jongwuk Lee, Hyunjung Shim (*: equal contributions)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Virtual, June 19–25, 2021 - Session-aware Linear Item-Item Models for Session-based Recommendation
Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee
The 30th The Web Conference (WWW)
Ljubljana, Slovenia, April 19–23, 2021 (Virtual) - Local Collaborative Autoencoders
Minjin Choi, Yoon-ki Jeong, Joonseok Lee, Jongwuk Lee
The 14th ACM International Conference on Web Search and Data Mining (WSDM)
Jerusalem, Israel, March 8–12, 2021 (Virtual) - 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
The 29th ACM International Conference on Information and Knowledge Management (CIKM, short paper)
Virtual Event, Ireland, October 19–23, 2020 - Decoupled Word Embeddings using Latent Topics
Heesoo Park, Jongwuk Lee
35th ACM/SIGAPP Symposium on Applied Computing (SAC), 2019 - Diversity Regularized Autoencoders for Text Generation
Hyeseon Ko, Junhyuk Lee, Jinhong Kim, Jongwuk Lee, Hyunjung Shim
The 35th ACM/SIGAPP Symposium on Applied Computing (SAC), 2019 - Collaborative Distillation for Top-N Recommendation
Jae-woong Lee, Minjin Choi, Jongwuk Lee, Hyunjung Shim
IEEE International Conference on Data Mining (ICDM)
Beijing, China, Nov 2019 (Acceptance Rate: 9.08% , 95/1046) - Characterization and Early Detection of Evergreen News Articles
Yiming Liao, Shuguang Wang, Eui-Hong (Sam) Han, Jongwuk Lee, Dongwon Lee
Joint European Conf. on Machine Learning and Principles & Practice of Knowledge Discovery in Databases (ECML-PKDD)
Würzburg, Germany, Sep 2019 (Acceptance Rate: 17.7% , 130/734) - Dual Neural Personalized Ranking
Seunghyeon Kim, Jongwuk Lee, Hyunjung Shim
International Conference on World Wide Web (WWW) 2019 (Oral, Acceptance Rate: 18%, 225/1247) - "IDAE: Imputation-boosted Denoising Autoencoder for Collaborative Filtering"
Jae-woong Lee, Jongwuk Lee
The 26nd International Conference on Information and Knowledge Management (CIKM), 2017 - "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
The 32nd IEEE International Conference on Data Engineering (ICDE), 2016
- CrowdSky: Crowdsourced Skyline Query Processing
Jongwuk Lee, Dongwon Lee, Sang-Wook Kim
The 19th International Conference on Extending Database Technology (EDBT), 137-148, 2016 - Analyzing Crowdsourced Promotion Effects in Online Social Networks
Hee-Jeong Kim, Dong-Kyu Chae, Sang-Wook Kim, Jongwuk Lee
The 31st ACM/SIGAPP Symposium on Applied Computing (SAC), Web Technology (WT) Track, 2016 - Fria: Fast and Robust Instance Alignment
Sanghoon Lee, Jongwuk Lee, Seung-won Hwang
The 22nd International World Wide Web Conference (WWW, Companion Volume), 175-176, 2013 - Efficient Dual-Resolution Layer Indexing for Top-k Queries
Jongwuk Lee, Hyunsouk Cho, Seung-won Hwang
The 28th IEEE International Conference on Data Engineering (ICDE), 1084-1095, 2012 - Scalable Entity Matching Computation with Materialization
Sanghoon Lee, Jongwuk Lee, Seung-won Hwang
The 20th International conference on Information and Knowledge Management (CIKM), 2353-2356, 2011 - QSkycube: Efficient Skycube Computation using Point-Based Space Partitioning
Jongwuk Lee, Seung-won Hwang
The 37th International Conference on Very Large Data Bases (VLDB), 185-196, 2011 - BSkyTree: Scalable Skyline Computation using a Balanced Pivot Selection
Jongwuk Lee, Seung-won Hwang
The 13th ACM International Conference on Extending Database Technology (EDBT), 195-206, 2010 - Product EntityCube: A Recommendation and Navigation System for Product Search
Jongwuk Lee, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen
The 26th IEEE International Conference on Data Engineering (ICDE), pp. 1113-1116, 2010 - Skyline View: Efficient Distributed Subspace Skyline Computation
Jinhan Kim, Jongwuk Lee, Seung-won Hwang
The 11th International Conference on Data Warehousing and Knowledge Discovery (DaWaK), 312-324, 2009 - Query Result Clustering for Object-level Search
Jongwuk Lee, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen
The 15th International Conference on Knowledge Discovery and Data Mining (KDD), 1205-1214, 2009 - Optimal Preference Elicitation for Skyline Queries over Categorical Domains
Jongwuk Lee, Gae-won You, Seung-won Hwang, Joachim Selke, Wolf-Tilo
The 19th International Conference on Database and Expert Systems Applications (DEXA), 610-624, 2008 - Ranking with Tagging as Quality Indicators
Jongwuk Lee, Seung-won Hwang
The 23rd Annual ACM Symposium on Applied Computing (SAC), 2432-2436, 2008 - Telescope: Zooming to Interesting Skylines
Jongwuk Lee, Gae-won You, Seung-won Hwang
The 12th International Conference on Database Systems for Advanced Applications (DASFAA), 539-550, 2007
Selected International Workshops
- Statistical and Generative Models with Subtitle Extraction for Next Product Title Generation
Honghee Lee, Youngjae Chang, Kyuri Choi, Jongwuk Lee, Youngjoong Ko
ACM KDD Cup Workshop 2023 - MMCF: Multimodal Collaborative Filtering for Automatic Playlist Continuation
Hojin Yang, Yoonki Jeong, Minjin Choi, Jongwuk Lee
ACM Recommender Systems Challenge 2018 - Human-Powered Blocking in Entity Resolution: A Feasibility Study
Weiling Li, Jongwuk Lee, Dongwon Lee
2nd International Workshop on Multimodal Crowd Sensing (CrowdSens), 2014 - Alleviating the Sparsity in Collaborative Filtering using Crowdsourcing
Jongwuk Lee, Myungha Jang, Dongwon Lee, Won-Seok Hwang, Jiwon Hong, Sang-Wook Kim
1st International Workshop on Crowdsourcing and Human Computation for Recommender Systems (CrowdRec), 2013 - SkyTree: Scalable Skyline Computation for Sensor Data
Jongwuk Lee, Seung-won Hwang
3rd International Workshop on Knowledge Discovery from Sensor Data (SensorKDD), 114-123, 2009 - Supporting Personalized Top-k Skyline Queries using Partial Compressed Skycube
Jongwuk Lee, Gae-won You, Ikchan Sohn, Seung-won Hwang, Kwangil Ko, Zino Lee
9th ACM International Workshop on Web Information and Data Management (WIDM), 65-72, 2007