| 2026 | ACL | From Relevance to Authority: Authority-aware Generative Retrieval in Web Search Engines. | Sunkyung Lee, Jihye Back, Donghyeon Jeon, Soonhwan Kwon, Moonkwon Kim, Inho Kang, Jongwuk Lee |
| 2026 | KDD | MergeRec: Model Merging for Data-Isolated Cross-Domain Sequential Recommendation. | Hyunsoo Kim, Jaewan Moon, Seongmin Park, Jongwuk Lee |
| 2026 | SIGIR | ACE: Anisotropy-Controllable Embedding for LLM-enhanced Sequential Recommendation. | Dongcheol Lee, Hye-young Kim, Jongwuk Lee |
| 2025 | ACL | GRAM: Generative Recommendation via Semantic-aware Multi-granular Late Fusion. | Sunkyung Lee, Minjin Choi, Eunseong Choi, Hye-young Kim, Jongwuk Lee |
| 2025 | ACL | HELIOS: Harmonizing Early Fusion, Late Fusion, and LLM Reasoning for Multi-Granular Table-Text Retrieval. | Sungho Park, Joohyung Yun, Jongwuk Lee, Wook-Shin Han |
| 2025 | CIKM | MUFFIN: Mixture of User-Adaptive Frequency Filtering for Sequential Recommendation. | Ilwoong Baek, Mincheol Yoon, Seongmin Park, Jongwuk Lee |
| 2025 | CIKM | LLM-Enhanced Linear Autoencoders for Recommendation. | Jaewan Moon, Seongmin Park, Jongwuk Lee |
| 2025 | EMNLP | Conflict-Aware Soft Prompting for Retrieval-Augmented Generation. | Eunseong Choi, June Park, Hyeri Lee, Jongwuk Lee |
| 2025 | EMNLP | Enhancing Time Awareness in Generative Recommendation. | Sunkyung Lee, Seongmin Park, Jonghyo Kim, Mincheol Yoon, Jongwuk Lee |
| 2025 | EMNLP | Multi-view-guided Passage Reranking with Large Language Models. | Jeongwoo Na, Jun Kwon, Eunseong Choi, Jongwuk Lee |
| 2025 | NAACL | Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences. | Heejin Kook, Junyoung Kim, Seongmin Park, Jongwuk Lee |
| 2025 | SIGIR | Linear Item-Item Models with Neural Knowledge for Session-based Recommendation. | Minjin Choi, Sunkyung Lee, Seongmin Park, Jongwuk Lee |
| 2025 | SIGIR | Why is Normalization Necessary for Linear Recommenders? | Seongmin Park, Mincheol Yoon, Hye-young Kim, Jongwuk Lee |
| 2025 | SIGIR | DIFF: Dual Side-Information Filtering and Fusion for Sequential Recommendation. | Hye-young Kim, Minjin Choi, Sunkyung Lee, Ilwoong Baek, Jongwuk Lee |
| 2025 | WSDM | Temporal Linear Item-Item Model for Sequential Recommendation. | Seongmin Park, Mincheol Yoon, Minjin Choi, Jongwuk Lee |
| 2024 | CIKM | MARS: Matching Attribute-aware Representations for Text-based Sequential Recommendation. | Hyunsoo Kim, Junyoung Kim, Minjin Choi, Sunkyung Lee, Jongwuk Lee |
| 2024 | EMNLP | From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression. | Eunseong Choi, Sunkyung Lee, Minjin Choi, June Park, Jongwuk Lee |
| 2024 | NAACL | Multi-Granularity Guided Fusion-in-Decoder. | Eunseong Choi, Hyeri Lee, Jongwuk Lee |
| 2024 | SIGIR | Multi-intent-aware Session-based Recommendation. | Minjin Choi, Hye-young Kim, Hyunsouk Cho, Jongwuk Lee |
| 2023 | CIKM | Toward a Better Understanding of Loss Functions for Collaborative Filtering. | Seongmin Park, Mincheol Yoon, Jae-woong Lee, Hogun Park, Jongwuk Lee |
| 2023 | CIKM | Forgetting-aware Linear Bias for Attentive Knowledge Tracing. | Yoonjin Im, Eunseong Choi, Heejin Kook, Jongwuk Lee |
| 2023 | EMNLP | GLEN: Generative Retrieval via Lexical Index Learning. | Sunkyung Lee, Minjin Choi, Jongwuk Lee |
| 2023 | EMNLP | It Ain't Over: A Multi-aspect Diverse Math Word Problem Dataset. | Jiwoo Kim, Youngbin Kim, Ilwoong Baek, JinYeong Bak, Jongwuk Lee |
| 2023 | SIGIR | ConQueR: Contextualized Query Reduction using Search Logs. | Hye-young Kim, Minjin Choi, Sunkyung Lee, Eunseong Choi, Young-In Song, Jongwuk Lee |
| 2023 | SIGIR | uCTRL: Unbiased Contrastive Representation Learning via Alignment and Uniformity for Collaborative Filtering. | Jae-woong Lee, Seongmin Park, Mincheol Yoon, Jongwuk Lee |
| 2023 | SIGIR | It's Enough: Relaxing Diagonal Constraints in Linear Autoencoders for Recommendation. | Jaewan Moon, Hye-young Kim, Jongwuk Lee |
| 2022 | CIKM | 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 |
| 2022 | CIKM | Long-tail Mixup for Extreme Multi-label Classification. | Sangwoo Han, Eunseong Choi, Chan Lim, Hyunjung Shim, Jongwuk Lee |
| 2022 | IJCAI | 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 |
| 2022 | SIGIR | Bilateral Self-unbiased Learning from Biased Implicit Feedback. | Jae-woong Lee, Seongmin Park, Joonseok Lee, Jongwuk Lee |
| 2022 | SIGMOD | FuseME: Distributed Matrix Computation Engine based on Cuboid-based Fused Operator and Plan Generation. | Donghyoung Han, Jongwuk Lee, Min-Soo Kim |
| 2022 | WSDM | S-Walk: Accurate and Scalable Session-based Recommendation with Random Walks. | Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee |
| 2021 | CVPR | Railroad Is Not a Train: Saliency As Pseudo-Pixel Supervision for Weakly Supervised Semantic Segmentation. | Seungho Lee, Minhyun Lee, Jongwuk Lee, Hyunjung Shim |
| 2021 | NAACL | 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 |
| 2021 | WWW | Session-aware Linear Item-Item Models for Session-based Recommendation. | Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee |
| 2021 | SIGIR | Dual Unbiased Recommender Learning for Implicit Feedback. | Jae-woong Lee, Seongmin Park, Jongwuk Lee |
| 2021 | WSDM | Local Collaborative Autoencoders. | Minjin Choi, Yoonki Jeong, Joonseok Lee, Jongwuk Lee |
| 2020 | CIKM | 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 |
| 2020 | SAC | Diversity regularized autoencoders for text generation. | Hyeseon Ko, Junhyuk Lee, Jinhong Kim, Jongwuk Lee, Hyunjung Shim |
| 2020 | SAC | Decoupled word embeddings using latent topics. | Heesoo Park, Jongwuk Lee |
| 2019 | ICDM | Collaborative Distillation for Top-N Recommendation. | Jae-woong Lee, Minjin Choi, Jongwuk Lee, Hyunjung Shim |
| 2019 | WWW | Dual Neural Personalized Ranking. | Seunghyeon Kim, Jongwuk Lee, Hyunjung Shim |
| 2018 | RecSys | MMCF: Multimodal Collaborative Filtering for Automatic Playlist Continuation. | Hojin Yang, Yoonki Jeong, Minjin Choi, Jongwuk Lee |
| 2017 | CIKM | IDAE: Imputation-boosted Denoising Autoencoder for Collaborative Filtering. | Jae-woong Lee, Jongwuk Lee |
| 2016 | EDBT | CrowdSky: Skyline Computation with Crowdsourcing. | Jongwuk Lee, Dongwon Lee, Sang-Wook Kim |
| 2016 | ICDE | "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 |
| 2016 | SAC | Analyzing crowdsourced promotion effects in online social networks. | Hee-Jeong Kim, Dong-Kyu Chae, Sang-Wook Kim, Jongwuk Lee |
| 2013 | WWW | Fria: fast and robust instance alignment. | Sanghoon Lee, Jongwuk Lee, Seung-won Hwang |
| 2012 | ICDE | Efficient Dual-Resolution Layer Indexing for Top-k Queries. | Jongwuk Lee, Hyunsouk Cho, Seung-won Hwang |
| 2011 | CIKM | Scalable entity matching computation with materialization. | Sanghoon Lee, Jongwuk Lee, Seung-won Hwang |
| 2010 | EDBT | BSkyTree: scalable skyline computation using a balanced pivot selection. | Jongwuk Lee, Seung-won Hwang |
| 2010 | ICDE | Navigation system for product search. | Jongwuk Lee, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen |
| 2009 | DaWaK | Skyline View: Efficient Distributed Subspace Skyline Computation. | Jinhan Kim, Jongwuk Lee, Seung-won Hwang |
| 2009 | KDD | SkyTree: scalable skyline computation for sensor data. | Jongwuk Lee, Seung-won Hwang |
| 2009 | KDD | Query result clustering for object-level search. | Jongwuk Lee, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen |
| 2008 | DEXA | Optimal Preference Elicitation for Skyline Queries over Categorical Domains. | Jongwuk Lee, Gae-won You, Seung-won Hwang, Joachim Selke, Wolf-Tilo Balke |
| 2008 | SAC | Ranking with tagging as quality indicators. | Jongwuk Lee, Seung-won Hwang |
| 2007 | DASFAA | Telescope: Zooming to Interesting Skylines. | Jongwuk Lee, Gae-won You, Seung-won Hwang |