Jongwuk Lee

119 papers A* 22A 13B 4C 1Misc 4Journal 57Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval.
CoRR
Sungho Park, Joohyung Yun, Jongwuk Lee, Wook-Shin Han
2026 — conf
MergeRec: Model Merging for Data-Isolated Cross-Domain Sequential Recommendation.
KDD (1)
Hyunsoo Kim, Jaewan Moon, Seongmin Park, Jongwuk Lee
2026 J jnl
MergeRec: Model Merging for Data-Isolated Cross-Domain Sequential Recommendation.
CoRR
Hyunsoo Kim, Jaewan Moon, Seongmin Park, Jongwuk Lee
2025 A* conf
Conflict-Aware Soft Prompting for Retrieval-Augmented Generation.
EMNLP
Eunseong Choi, June Park, Hyeri Lee, Jongwuk Lee
2025 J jnl
Conflict-Aware Soft Prompting for Retrieval-Augmented Generation.
CoRR
Eunseong Choi, June Park, Hyeri Lee, Jongwuk Lee
2025 A* conf
DIFF: Dual Side-Information Filtering and Fusion for Sequential Recommendation.
SIGIR
Hye-young Kim, Minjin Choi, Sunkyung Lee, Ilwoong Baek, Jongwuk Lee
2025 J jnl
DIFF: Dual Side-Information Filtering and Fusion for Sequential Recommendation.
CoRR
Hye-young Kim, Minjin Choi, Sunkyung Lee, Ilwoong Baek, Jongwuk Lee
2025 J jnl
DUET: Dually guided knowledge distillation from explicit feedback.
Inf. Fusion
Hong-Kyun Bae, Jiyeon Kim, Jongwuk Lee, Sang-Wook Kim
2025 — conf
Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences.
NAACL (Long Papers)
Heejin Kook, Junyoung Kim, Seongmin Park, Jongwuk Lee
2025 J jnl
Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences.
CoRR
Heejin Kook, Junyoung Kim, Seongmin Park, Jongwuk Lee
2025 — conf
Enhancing Time Awareness in Generative Recommendation.
EMNLP (Findings)
Sunkyung Lee, Seongmin Park, Jonghyo Kim, Mincheol Yoon, Jongwuk Lee
2025 J jnl
Enhancing Time Awareness in Generative Recommendation.
CoRR
Sunkyung Lee, Seongmin Park, Jonghyo Kim, Mincheol Yoon, Jongwuk Lee
2025 — conf
GRAM: Generative Recommendation via Semantic-aware Multi-granular Late Fusion.
ACL (1)
Sunkyung Lee, Minjin Choi, Eunseong Choi, Hye-young Kim, Jongwuk Lee
2025 J jnl
GRAM: Generative Recommendation via Semantic-aware Multi-granular Late Fusion.
CoRR
Sunkyung Lee, Minjin Choi, Eunseong Choi, Hye-young Kim, Jongwuk Lee
2025 — conf
HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval.
ACL (1)
Sungho Park, Joohyung Yun, Jongwuk Lee, Wook-Shin Han
2025 A conf
LLM-Enhanced Linear Autoencoders for Recommendation.
CIKM
Jaewan Moon, Seongmin Park, Jongwuk Lee
2025 J jnl
LLM-Enhanced Linear Autoencoders for Recommendation.
CoRR
Jaewan Moon, Seongmin Park, Jongwuk Lee
2025 J jnl
Linear Item-Item Model with Neural Knowledge for Session-based Recommendation.
CoRR
Minjin Choi, Sunkyung Lee, Seongmin Park, Jongwuk Lee
2025 A* conf
Linear Item-Item Models with Neural Knowledge for Session-based Recommendation.
SIGIR
Minjin Choi, Sunkyung Lee, Seongmin Park, Jongwuk Lee
2025 A conf
MUFFIN: Mixture of User-Adaptive Frequency Filtering for Sequential Recommendation.
CIKM
Ilwoong Baek, Mincheol Yoon, Seongmin Park, Jongwuk Lee
2025 J jnl
MUFFIN: Mixture of User-Adaptive Frequency Filtering for Sequential Recommendation.
CoRR
Ilwoong Baek, Mincheol Yoon, Seongmin Park, Jongwuk Lee
2025 A* conf
Multi-view-guided Passage Reranking with Large Language Models.
EMNLP
Jeongwoo Na, Jun Kwon, Eunseong Choi, Jongwuk Lee
2025 J jnl
Multi-view-guided Passage Reranking with Large Language Models.
CoRR
Jeongwoo Na, Jun Kwon, Eunseong Choi, Jongwuk Lee
2025 A conf
Temporal Linear Item-Item Model for Sequential Recommendation.
WSDM
Seongmin Park, Mincheol Yoon, Minjin Choi, Jongwuk Lee
2025 A* conf
Why is Normalization Necessary for Linear Recommenders?
SIGIR
Seongmin Park, Mincheol Yoon, Hye-young Kim, Jongwuk Lee
2025 J jnl
Why is Normalization Necessary for Linear Recommenders?
CoRR
Seongmin Park, Mincheol Yoon, Hye-young Kim, Jongwuk Lee
2024 — conf
From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression.
EMNLP (Findings)
Eunseong Choi, Sunkyung Lee, Minjin Choi, June Park, Jongwuk Lee
2024 J jnl
From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression.
CoRR
Eunseong Choi, Sunkyung Lee, Minjin Choi, June Park, Jongwuk Lee
2024 A conf
MARS: Matching Attribute-aware Representations for Text-based Sequential Recommendation.
CIKM
Hyunsoo Kim, Junyoung Kim, Minjin Choi, Sunkyung Lee, Jongwuk Lee
2024 J jnl
MARS: Matching Attribute-aware Representations for Text-based Sequential Recommendation.
CoRR
Hyunsoo Kim, Junyoung Kim, Minjin Choi, Sunkyung Lee, Jongwuk Lee
2024 — conf
Multi-Granularity Guided Fusion-in-Decoder.
NAACL-HLT (Findings)
Eunseong Choi, Hyeri Lee, Jongwuk Lee
2024 J jnl
Multi-Granularity Guided Fusion-in-Decoder.
CoRR
Eunseong Choi, Hyeri Lee, Jongwuk Lee
2024 A* conf
Multi-intent-aware Session-based Recommendation.
SIGIR
Minjin Choi, Hye-young Kim, Hyunsouk Cho, Jongwuk Lee
2024 J jnl
Multi-intent-aware Session-based Recommendation.
CoRR
Minjin Choi, Hye-young Kim, Hyunsouk Cho, Jongwuk Lee
2024 J jnl
Self-supervised Multimodal Graph Convolutional Network for collaborative filtering.
Inf. Sci.
Sungjune Kim, Seongjun Yun, Jongwuk Lee, Gyusam Chang, Wonseok Roh, Dae-Neung Sohn, Jung-Tae Lee, Hogun Park, Sangpil Kim
2024 J jnl
Temporal Linear Item-Item Model for Sequential Recommendation.
CoRR
Seongmin Park, Mincheol Yoon, Minjin Choi, Jongwuk Lee
2023 J jnl
CoMix: Collaborative filtering with mixup for implicit datasets.
Inf. Sci.
Jaewan Moon, Yoonki Jeong, Dong-Kyu Chae, Jaeho Choi, Hyunjung Shim, Jongwuk Lee
2023 — conf
CompeteNet: Siamese Networks for Predicting Win-Loss Outcomes in Baseball Games.
BigComp
Kyeongjin Mun, Bonggeon Cha, Jongwuk Lee, Jihyeon Kim, Hyuncheol Jo
2023 A* conf
ConQueR: Contextualized Query Reduction using Search Logs.
SIGIR
Hye-young Kim, Minjin Choi, Sunkyung Lee, Eunseong Choi, Young-In Song, Jongwuk Lee
2023 J jnl
ConQueR: Contextualized Query Reduction using Search Logs.
CoRR
Hye-young Kim, Minjin Choi, Sunkyung Lee, Eunseong Choi, Young-In Song, Jongwuk Lee
2023 A conf
Forgetting-aware Linear Bias for Attentive Knowledge Tracing.
CIKM
Yoonjin Im, Eunseong Choi, Heejin Kook, Jongwuk Lee
2023 J jnl
Forgetting-aware Linear Bias for Attentive Knowledge Tracing.
CoRR
Yoonjin Im, Eunseong Choi, Heejin Kook, Jongwuk Lee
2023 A* conf
GLEN: Generative Retrieval via Lexical Index Learning.
EMNLP
Sunkyung Lee, Minjin Choi, Jongwuk Lee
2023 J jnl
GLEN: Generative Retrieval via Lexical Index Learning.
CoRR
Sunkyung Lee, Minjin Choi, Jongwuk Lee
2023 A* conf
It Ain't Over: A Multi-aspect Diverse Math Word Problem Dataset.
EMNLP
JiWoo Kim, YoungBin Kim, Ilwoong Baek, JinYeong Bak, Jongwuk Lee
2023 A* conf
It's Enough: Relaxing Diagonal Constraints in Linear Autoencoders for Recommendation.
SIGIR
Jaewan Moon, Hye-young Kim, Jongwuk Lee
2023 J jnl
It's Enough: Relaxing Diagonal Constraints in Linear Autoencoders for Recommendation.
CoRR
Jaewan Moon, Hye-young Kim, Jongwuk Lee
2023 J jnl
Saliency as Pseudo-Pixel Supervision for Weakly and Semi-Supervised Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Minhyun Lee, Seungho Lee, Jongwuk Lee, Hyunjung Shim
2023 A conf
Toward a Better Understanding of Loss Functions for Collaborative Filtering.
CIKM
Seongmin Park, Mincheol Yoon, Jae-woong Lee, Hogun Park, Jongwuk Lee
2023 J jnl
Toward a Better Understanding of Loss Functions for Collaborative Filtering.
CoRR
Seongmin Park, Mincheol Yoon, Jae-woong Lee, Hogun Park, Jongwuk Lee
2023 J jnl
Your lottery ticket is damaged: Towards all-alive pruning for extremely sparse networks.
Inf. Sci.
DaeJin Kim, Min-Soo Kim, Hyunjung Shim, Jongwuk Lee
2023 A* conf
uCTRL: Unbiased Contrastive Representation Learning via Alignment and Uniformity for Collaborative Filtering.
SIGIR
Jae-woong Lee, Seongmin Park, Mincheol Yoon, Jongwuk Lee
2023 J jnl
uCTRL: Unbiased Contrastive Representation Learning via Alignment and Uniformity for Collaborative Filtering.
CoRR
Jae-woong Lee, Seongmin Park, Mincheol Yoon, Jongwuk Lee
2022 — conf
Abstractive Summarization of Korean Legal Cases using Pre-trained Language Models.
IMCOM
Jiyoung Yoon, Muhammad Junaid, Sajid Ali, Jongwuk Lee
2022 A* conf
Bilateral Self-unbiased Learning from Biased Implicit Feedback.
SIGIR
Jae-woong Lee, Seongmin Park, Joonseok Lee, Jongwuk Lee
2022 J jnl
Bilateral Self-unbiased Learning from Biased Implicit Feedback.
CoRR
Jae-woong Lee, Seongmin Park, Joonseok Lee, Jongwuk Lee
2022 — conf
FuseME: Distributed Matrix Computation Engine based on Cuboid-based Fused Operator and Plan Generation.
SIGMOD Conference
Donghyoung Han, Jongwuk Lee, Min-Soo Kim
2022 J jnl
Knowledge distillation meets recommendation: collaborative distillation for top-N recommendation.
Knowl. Inf. Syst.
Jae-woong Lee, Minjin Choi, Lee Sael, Hyunjung Shim, Jongwuk Lee
2022 J jnl
Large-scale tucker Tensor factorization for sparse and accurate decomposition.
J. Supercomput.
Jun-Gi Jang, MoonJeong Park, Jongwuk Lee, Lee Sael
2022 A* conf
Logit Mixing Training for More Reliable and Accurate Prediction.
IJCAI
Duhyeon Bang, Kyungjune Baek, JiWoo Kim, Yunho Jeon, Jin-Hwa Kim, Jiwon Kim, Jongwuk Lee, Hyunjung Shim
2022 A conf
Long-tail Mixup for Extreme Multi-label Classification.
CIKM
Sangwoo Han, Eunseong Choi, Chan Lim, Hyunjung Shim, Jongwuk Lee
2022 A conf
S-Walk: Accurate and Scalable Session-based Recommendation with Random Walks.
WSDM
Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee
2022 J jnl
S-Walk: Accurate and Scalable Session-based Recommendationwith Random Walks.
CoRR
Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee
2022 A conf
SpaDE: Improving Sparse Representations using a Dual Document Encoder for First-stage Retrieval.
CIKM
Eunseong Choi, Sunkyung Lee, Minjin Choi, Hyeseon Ko, Young-In Song, Jongwuk Lee
2022 J jnl
SpaDE: Improving Sparse Representations using a Dual Document Encoder for First-stage Retrieval.
CoRR
Eunseong Choi, Sunkyung Lee, Minjin Choi, Hyeseon Ko, Young-In Song, Jongwuk Lee
2021 — conf
An Empirical Study for Class Imbalance in Extreme Multi-label Text Classification.
BigComp
Sangwoo Han, Chan Lim, Bonggeon Cha, Jongwuk Lee
2021 J jnl
Distilling from professors: Enhancing the knowledge distillation of teachers.
Inf. Sci.
Duhyeon Bang, Jongwuk Lee, Hyunjung Shim
2021 A* conf
Dual Unbiased Recommender Learning for Implicit Feedback.
SIGIR
Jae-woong Lee, Seongmin Park, Jongwuk Lee
2021 A conf
Local Collaborative Autoencoders.
WSDM
Minjin Choi, Yoonki Jeong, Joonseok Lee, Jongwuk Lee
2021 J jnl
Local Collaborative Autoencoders.
CoRR
Minjin Choi, Yoonki Jeong, Joonseok Lee, Jongwuk Lee
2021 — conf
MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories.
NAACL-HLT
Minjin Choi, Sunkyung Lee, Eunseong Choi, Heesoo Park, Junhyuk Lee, Dongwon Lee, Jongwuk Lee
2021 J jnl
MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories.
CoRR
Minjin Choi, Sunkyung Lee, Eunseong Choi, Heesoo Park, Junhyuk Lee, Dongwon Lee, Jongwuk Lee
2021 J jnl
Optimizing Read Operations of Hadoop Distributed File System on Heterogeneous Storages.
J. Inf. Sci. Eng.
Jongbaeg Lee, Jongwuk Lee, Sang-Won Lee
2021 A* conf
Railroad Is Not a Train: Saliency As Pseudo-Pixel Supervision for Weakly Supervised Semantic Segmentation.
CVPR
Seungho Lee, Minhyun Lee, Jongwuk Lee, Hyunjung Shim
2021 J jnl
Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation.
CoRR
Seungho Lee, Minhyun Lee, Jongwuk Lee, Hyunjung Shim
2021 A* conf
Session-aware Linear Item-Item Models for Session-based Recommendation.
WWW
Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee
2021 J jnl
Session-aware Linear Item-Item Models for Session-based Recommendation.
CoRR
Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee
2020 — conf
Analyzing Deep Neural Networks with Noisy Labels.
BigComp
Chan Lim, Sangwoo Han, Jongwuk Lee
2020 A conf
Bridging the Gap between Click and Relevance for Learning-to-Rank with Minimal Supervision.
CIKM
Jae-woong Lee, Young-In Song, Deokmin Haam, Sanghoon Lee, Woo-Sik Choi, Jongwuk Lee
2020 Misc conf
Decoupled word embeddings using latent topics.
SAC
Heesoo Park, Jongwuk Lee
2020 Misc conf
Diversity regularized autoencoders for text generation.
SAC
Hyeseon Ko, Junhyuk Lee, Jinhong Kim, Jongwuk Lee, Hyunjung Shim
2019 — conf
Characterization and Early Detection of Evergreen News Articles.
ECML/PKDD (3)
Yiming Liao, Shuguang Wang, Eui-Hong Sam Han, Jongwuk Lee, Dongwon Lee
2019 A* conf
Collaborative Distillation for Top-N Recommendation.
ICDM
Jae-woong Lee, Minjin Choi, Jongwuk Lee, Hyunjung Shim
2019 J jnl
Collaborative Distillation for Top-N Recommendation.
CoRR
Jae-woong Lee, Minjin Choi, Jongwuk Lee, Hyunjung Shim
2019 J jnl
CrowdStart: Warming up cold-start items using crowdsourcing.
Expert Syst. Appl.
Dong-gyun Hong, Yeon-Chang Lee, Jongwuk Lee, Sang-Wook Kim
2019 A* conf
Dual Neural Personalized Ranking.
WWW
Seunghyeon Kim, Jongwuk Lee, Hyunjung Shim
2019 J jnl
l-Injection: Toward Effective Collaborative Filtering Using Uninteresting Items.
IEEE Trans. Knowl. Data Eng.
Jongwuk Lee, Won-Seok Hwang, Juan Parc, Youngnam Lee, Sang-Wook Kim, Dongwon Lee
2018 J jnl
Crowdsourced promotions in doubt: Analyzing effective crowdsourced promotions.
Inf. Sci.
Hee-Jeong Kim, Jongwuk Lee, Dong-Kyu Chae, Sang-Wook Kim
2018 — conf
MMCF: Multimodal Collaborative Filtering for Automatic Playlist Continuation.
RecSys Challenge
Hojin Yang, Yoonki Jeong, Minjin Choi, Jongwuk Lee
2017 J jnl
CrowdK: Answering top-k queries with crowdsourcing.
Inf. Sci.
Jongwuk Lee, Dongwon Lee, Seung-won Hwang
2017 A conf
IDAE: Imputation-boosted Denoising Autoencoder for Collaborative Filtering.
CIKM
Jae-woong Lee, Jongwuk Lee
2016 A* conf
"Told you i didn't like it": Exploiting uninteresting items for effective collaborative filtering.
ICDE
Won-Seok Hwang, Juan Parc, Sang-Wook Kim, Jongwuk Lee, Dongwon Lee
2016 Misc conf
Analyzing crowdsourced promotion effects in online social networks.
SAC
Hee-Jeong Kim, Dong-Kyu Chae, Sang-Wook Kim, Jongwuk Lee
2016 B conf
CrowdSky: Skyline Computation with Crowdsourcing.
EDBT
Jongwuk Lee, Dongwon Lee, Sang-Wook Kim
2016 J jnl
Improving the accuracy of top-N recommendation using a preference model.
Inf. Sci.
Jongwuk Lee, Dongwon Lee, Yeon-Chang Lee, Won-Seok Hwang, Sang-Wook Kim
2016 J jnl
Optimizing skyline queries over incomplete data.
Inf. Sci.
Jongwuk Lee, Hyeonseung Im, Gae-won You
2014 J jnl
Efficient entity matching using materialized lists.
Inf. Sci.
Sanghoon Lee, Jongwuk Lee, Seung-won Hwang
2014 J jnl
Scalable skyline computation using a balanced pivot selection technique.
Inf. Syst.
Jongwuk Lee, Seung-won Hwang
2014 J jnl
Skyline ranking for uncertain databases.
Inf. Sci.
Hyountaek Yong, Jongwuk Lee, Jinha Kim, Seung-won Hwang
2014 J jnl
Toward Scalable Indexing for Top-k Queries.
IEEE Trans. Knowl. Data Eng.
Jongwuk Lee, Hyunsouk Cho, Sunyou Lee, Seung-won Hwang
2014 J jnl
Toward efficient multidimensional subspace skyline computation.
VLDB J.
Jongwuk Lee, Seung-won Hwang
2013 — conf
Fria: fast and robust instance alignment.
WWW (Companion Volume)
Sanghoon Lee, Jongwuk Lee, Seung-won Hwang
2013 J jnl
Hybrid entity clustering using crowds and data.
VLDB J.
Jongwuk Lee, Hyunsouk Cho, Jin-Woo Park, Young-rok Cha, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen
2012 A* conf
Efficient Dual-Resolution Layer Indexing for Top-k Queries.
ICDE
Jongwuk Lee, Hyunsouk Cho, Seung-won Hwang
2012 J jnl
Interactive skyline queries.
Inf. Sci.
Jongwuk Lee, Gae-won You, Seung-won Hwang, Joachim Selke, Wolf-Tilo Balke
2012 J jnl
Supporting efficient distributed skyline computation using skyline views.
Inf. Sci.
Jongwuk Lee, Jinhan Kim, Seung-won Hwang
2011 A conf
Scalable entity matching computation with materialization.
CIKM
Sanghoon Lee, Jongwuk Lee, Seung-won Hwang
2010 B conf
BSkyTree: scalable skyline computation using a balanced pivot selection.
EDBT
Jongwuk Lee, Seung-won Hwang
2010 A* conf
Navigation system for product search.
ICDE
Jongwuk Lee, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen
2010 J jnl
QSkycube: Efficient Skycube Computation using Point-Based Space Partitioning.
Proc. VLDB Endow.
Jongwuk Lee, Seung-won Hwang
2010 J jnl
VSkyline: vectorization for efficient skyline computation.
SIGMOD Rec.
Sung-Ryoung Cho, Jongwuk Lee, Seung-won Hwang, Hwansoo Han, Sang-Won Lee
2009 J jnl
Personalized top-k skyline queries in high-dimensional space.
Inf. Syst.
Jongwuk Lee, Gae-won You, Seung-won Hwang
2009 A* conf
Query result clustering for object-level search.
KDD
Jongwuk Lee, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen
2009 — conf
SkyTree: scalable skyline computation for sensor data.
KDD Workshop on Knowledge Discovery from Sensor Data
Jongwuk Lee, Seung-won Hwang
2009 B conf
Skyline View: Efficient Distributed Subspace Skyline Computation.
DaWaK
Jinhan Kim, Jongwuk Lee, Seung-won Hwang
2008 C conf
Optimal Preference Elicitation for Skyline Queries over Categorical Domains.
DEXA
Jongwuk Lee, Gae-won You, Seung-won Hwang, Joachim Selke, Wolf-Tilo Balke
2008 Misc conf
Ranking with tagging as quality indicators.
SAC
Jongwuk Lee, Seung-won Hwang
2007 — conf
Supporting personalized top-k skyline queries using partial compressed skycube.
WIDM
Jongwuk Lee, Gae-won You, IkChan Sohn, Seung-won Hwang, Kwangil Ko, Zino Lee
2007 B conf
Telescope: Zooming to Interesting Skylines.
DASFAA
Jongwuk Lee, Gae-won You, Seung-won Hwang