Conference
International Conferences
2024
MARS: Matching Attribute-aware Representations for Text-based Sequential Recommendation
Hyunsoo Kim*, Junyoung Kim*, Minjin Choi, Sunkyung Lee, Jongwuk Lee (* : equal contribution)
The 33rd ACM International Conference on Information and Knowledge Management (CIKM, short paper)
Boise, Idaho, USA, October 21-25, 2024Multi-intent-aware Session-based Recommendation [link] [code]
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 (Acceptance Rate: 24.0%, 84/362)Multi-Granularity Guided Fusion-in-Decoder [link] [code] [poster] [slide]
Eunseong Choi, Hyeri Lee, Jongwuk Lee
Findings of the Association for Computational Linguistics: NAACL 2024
Mexico City, Mexico, June 16-21, 2024 (To appear)
2023
GLEN: Generative Retrieval via Lexical Index Learning [link] [code] [poster] [slide]
Sunkyung Lee*, Minjin Choi*, Jongwuk Lee (* : equal contribution)
The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)
Singapore, December 6-10, 2023 (Acceptance Rate: 23.3%, 901/3868)It Ain't Over: A Multi-aspect Diverse Math Word Problem Dataset [link] [code]
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 (Acceptance Rate: 23.3%, 901/3868)Toward a Better Understanding of Loss Functions for Collaborative Filtering [link] [code]
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 (Acceptance Rate: 24.0%, 354/1472)Forgetting-aware Linear Bias for Attentive Knowledge Tracing [link] [code]
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 (Acceptance Rate: 27.4%, 152/554)uCTRL: Unbiased Contrastive Representation Learning via Alignment and Uniformity for Collaborative Filtering [link] [code]
Jae-woong Lee, Seongmin Park, Mincheol Yoon, Jongwuk Lee
The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR, short paper)
Taipei, Taiwan, July 23-27, 2023 (Acceptance Rate: 25.12%, 154/613)ConQueR: Contextualized Query Reduction using Search Logs [link] [code]
Hye-young Kim*, Minjin Choi*, Sunkyung Lee, Eunseong Choi, Young-In Song, Jongwuk Lee (* : equal contribution)
The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR, short paper)
Taipei, Taiwan, July 23-27, 2023 (Acceptance Rate: 25.12%, 154/613)It's Enough: Relaxing Diagonal Constraints in Linear AutoEncoders for Recommendation [link] [code]
Jaewan Moon, Hye-young Kim, Jongwuk Lee
The 46th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Taipei, Taiwan, July 23-27, 2023 (Acceptance Rate: 20.1%, 165/822)CompeteNet: Siamese Networks for Predicting Win-Loss Outcomes in Baseball Games [link]
Kyeongjin Mun, Bonggeon Cha, Jongwuk Lee, Jihyeon Kim, Hyuncheol Jo
2023 IEEE International Conference on Big Data and Smart Computing (BigComp)
Jeju, Korea, February 13-16, 2023
2022
SpaDE: Improving Sparse Representations using a Dual Document Encoder for First-stage Retrieval [link] [code]
Eunseong Choi*, Sunkyung Lee*, Minjin Choi, Hyeseon Ko, Young-In Song, Jongwuk Lee (* : equal contribution)
The 31st ACM International Conference on Information and Knowledge Management (CIKM)
Atlanta, Georgia, USA, October 17-21, 2022 (Acceptance Rate: 23.3%, 274/1175)Long-tail Mixup for Extreme Multi-label Classification [link]
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, October 17-21, 2022 (Acceptance Rate: 29.0%, 196/675)Logit Mixing Training for More Reliable and Accurate Prediction [link]
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, 2022FuseME: Distributed Matrix Computation Engine based on Cuboid-based Fused Operator and Plan Generation [link]
Donghyoung Han, Jongwuk Lee, Min-Soo Kim
ACM SIGMOD/PODS International Conference on Management on Data (SIGMOD)
Philadelphia, PA, USA, June 12-17, 2022Bilateral Self-unbiased Learning from Biased Implicit Feedback [link] [code]
Jae-woong Lee, Seongmin Park, Joonseok Lee, Jongwuk Lee
The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 022)
Madrid, Spain, July 11-25, 2022S-Walk: Accurate and Scalable Session-based Recommendation with Random Walks [link] [code] [slide] [video]
Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee
15th ACM International Conference on Web Search and Data Mining (WSDM)
Phoenix, Arizona, February 21-25, 2022 (Acceptance Rate: 20.2%, 159/786)
2021
Dual Unbiased Recommender Learning for Implicit Feedback [link] [video]
Jae-woong Lee, Seongmin Park, Jongwuk Lee
The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR, short paper)
Online (Virtual Event), July 11-15, 2021MelBERT: Metaphor Detection via Contextualized Late Interaction using Metaphorical Identification Theories [link] [code] [slide] [video]
Minjin Choi, Sunkyung Lee, Eunseong Choi, Heesoo Park, Junhyuk Lee, Dongwon Lee, Jongwuk Lee
2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)
Mexico City, Mexico (Virtual Event), June 6–11, 2021 (Acceptance Rate: 26.5%, 477/1797)Railroad is Not a Train: Saliency as Pseudo-pixel Supervisions for Weakly Supervised Semantic Segmentation [link]
Seungho Lee*, Minhyun Lee*, Jongwuk Lee, Hyunjung Shim (* : equal contribution)
2021 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Virtual, June 19–25, 2021Session-aware Linear Item-Item Models for Session-based Recommendation [link] [code] [slide] [video]
Minjin Choi, Jinhong Kim, Joonseok Lee, Hyunjung Shim, Jongwuk Lee
30th The Web Conference (WWW)
Ljubljana, Slovenia (Virtual Event), April 19-23, 2021 (Acceptance Rate: 20.6%, 357/1736)Local Collaborative Autoencoders [link] [code] [slide] [video]
Minjin Choi, Yoonki Jeong, Joonseok Lee, Jongwuk Lee
14th ACM International Conference on Web Search and Data Mining (WSDM)
Jerusalem, Israel (Virtual Event), March 8-12, 2021 (Acceptance Rate: 18.6%, 112/603)
2020
Bridging the Gap between Click and Relevance for Learning-to-Rank with Minimal Supervision [link]
Jae-woong Lee, Young-in Song, Deokmin Haam, Sanghoon Lee, Woo-sik Choi, Jongwuk Lee
29TH ACM International Conference on Information and Knowledge Management (CIKM, short paper)
Virtual Event, Ireland, October 19–23, 2020Decoupled Word Embeddings using Latent Topics [link]
Heesoo Park, Jongwuk Lee
35th ACM/SIGAPP Symposium on Applied Computing (SAC)
Brno, Czech Republic, Mar-Apr 2020Diversity Regularized Autoencoders for Text Generation [link]
Hyeseon Ko, Junhyuk Lee, Jinhong Kim, Jongwuk Lee, Hyunjung Shim
35th ACM/SIGAPP Symposium on Applied Computing (SAC)
Brno, Czech Republic, Mar-Apr 2020
2019
Collaborative Distillation for Top-N Recommendation [link]
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 [link]
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 [link]
Seunghyeon Kim, Jongwuk Lee, Hyunjung Shim
International Conference on World Wide Web (WWW) 2019
(Oral, Acceptance Rate: 18%, 225/1247)
2017
IDAE: Imputation-boosted Denoising Autoencoder for Collaborative Filtering [link]
Jae-woong Lee, Jongwuk Lee
26nd International Conference on Information and Knowledge Management (CIKM), 2017
2016
"Told You I Didn’t Like It”: Exploiting Uninteresting Items for Effective Collaborative Filtering [link]
Won-Seok Hwang, Juan Parc, Sang-Wook Kim, Jongwuk Lee, Dongwon Lee
32nd IEEE International Conference on Data Engineering (ICDE), 2016CrowdSky: Skyline Computation with Crowdsourcing [link]
Jongwuk Lee, Dongwon Lee, Sang-Wook Kim
19th International Conference on Extending Database Technology (EDBT), 137-148, 2016Analyzing Crowdsourced Promotion Effects in Online Social Networks [link]
Hee-Jeong Kim, Dong-Kyu Chae, Sang-Wook Kim, Jongwuk Lee
31st ACM/SIGAPP Symposium on Applied Computing (SAC), Web Technology (WT) Track, 2016
Before 2016
Fria: Fast and Robust Instance Alignment [link]
Sanghoon Lee, Jongwuk Lee, Seung-won Hwang
22nd International World Wide Web Conference (WWW, Companion Volume), 175-176, 2013
Efficient Dual-Resolution Layer Indexing for Top-k Queries [link]
Jongwuk Lee, Hyunsouk Cho, Seung-won Hwang
28th IEEE International Conference on Data Engineering (ICDE), 1084-1095, 2012
Scalable Entity Matching Computation with Materialization [link]
Sanghoon Lee, Jongwuk Lee, Seung-won Hwang
20th International Conference on Information and Knowledge Management (CIKM), 2353-2356, 2011QSkycube: Efficient Skycube Computation using Point-Based Space Partitioning [link]
Jongwuk Lee, Seung-won Hwang
37th International Conference on Very Large Data Bases (VLDB), 185-196, 2011
BSkyTree: Scalable Skyline Computation using a Balanced Pivot Selection [link]
Jongwuk Lee, Seung-won Hwang
13th ACM International Conference on Extending Database Technology (EDBT), 195-206, 2010Product EntityCube: A Recommendation and Navigation System for Product Search [link]
Jongwuk Lee, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen
26th IEEE International Conference on Data Engineering (ICDE), pp. 1113-1116, 2010
Skyline View: Efficient Distributed Subspace Skyline Computation [link]
Jinhan Kim, Jongwuk Lee, Seung-won Hwang
11th International Conference on Data Warehousing and Knowledge Discovery (DaWaK), 312-324, 2009Query Result Clustering for Object-level Search [link]
Jongwuk Lee, Seung-won Hwang, Zaiqing Nie, Ji-Rong Wen
15th International Conference on Knowledge Discovery and Data Mining (KDD), 1205-1214, 2009
Optimal Preference Elicitation for Skyline Queries over Categorical Domains [link]
Jongwuk Lee, Gae-won You, Seung-won Hwang, Joachim Selke, Wolf-Tilo
19th International Conference on Database and Expert Systems Applications (DEXA), 610-624, 2008Ranking with Tagging as Quality Indicators [link]
Jongwuk Lee, Seung-won Hwang
23rd Annual ACM Symposium on Applied Computing (SAC), 2432-2436, 2008
Telescope: Zooming to Interesting Skylines [link]
Jongwuk Lee, Gae-won You, Seung-won Hwang
12th International Conference on Database Systems for Advanced Applications (DASFAA), 539-550, 2007
Domestic Conferences
2023
반복 프롬프팅을 활용한 거대 언어모델 기반 표 질의응답 코드 생성 [link]
박주봉*, 이혜리*, 최민진, 이종욱 (* : equal contribution)
한국정보과학회 학술발표논문집, Vol.2023 No.06 [2023]: 884-886 Jun 2023대규모 언어모델의 귀추적 추론 성능 분석 [link]
문경진, 차봉건, 최은성, 이종욱
한국정보과학회 학술발표논문집, Vol.2023 No.06 [2023]: 902-904 Jun 2023영·유아의 반복 시청 습관을 고려한 순차적 추천 시스템 [link]
김혜영, 이재웅, 홍서윤, 이종욱
한국정보과학회 학술발표논문집, Vol.2023 No.06 [2023]: 953-955 Jun 2023거대 언어 모델을 활용한 다중 언어 산술 추론: 언어 간 성능과 편향 조사 [link]
김영빈*, 백일웅*, 김지우, 이종욱 (* : equal contribution)
한국정보과학회 학술발표논문집, Vol.2023 No.06 [2023]: 962-964 Jun 2023사고 연쇄 프롬프팅을 통한 거대 언어 모델의 영화 도메인에 대한 지식 평가 및 분석 [link]
나정우*, 국희진*, 박성민, 문재완, 이종욱 (* : equal contribution)
한국정보과학회 학술발표논문집, Vol.2023 No.06 [2023]: 979-981 Jun 2023
2022
사전 학습된 언어 모델 기반 통합 추천 모델의 문제점 분석 (우수발표논문상) [link]
김준영*, 김현수*, 이종욱 (* : equal contribution)
한국정보과학회 학술발표논문집 Vol.2022 No.12 [2022]: 844-846, Dec 2022적은 양의 병렬 말뭉치를 가진 한국어 방언 간 딥 러닝 기반 기계번역 [link]
한상민, 최은성, 이종욱
한국정보과학회 학술발표논문집 Vol.2022 No.12 [2022]: 1619-1621, Dec 2022세션 기반 추천의 반복 및 비반복 항목 예측에 대한 성능 비교 및 분석 [link]
김혜영, 최민진, 김준영, 이종욱
한국정보과학회 학술발표논문집 Vol.2022 No.06 [2022]: 121-123, Jun 2022의사 문장 표현을 활용한 수학 문장형 문제 풀이 모델 (우수발표논문상) [link]
김지우, 이선경, 최은성, 이종욱
한국정보과학회 학술발표논문집 Vol.2022 No.06 [2022]: 446-448, Jun 2022지식 추적 모델의 정확도 개선을 위한 양자화된 정답률 임베딩 방법 (우수논문상) [link]
임윤진, 문재완, 최은성, 이종욱
한국정보과학회 학술발표논문집 Vol.2022 No.06 [2022]: 1172-1174, Jun 2022
2020
기계 독해 성능 개선을 위한 데이터 증강 기법 (우수논문상) [link]
이선경, 정선호, 이종욱
한국정보과학회 학술발표논문집 Vol.2020 No.12 [2020]: 400-402, Dec 2020자연어처리 딥러닝 모델의 은유 이해도 분석 [link]
백지연, 이종욱
한국정보과학회 학술발표논문집 Vol.2020 No.12 [2020]: 1388-1390, Dec 2020임베딩 드롭아웃을 활용한 세션 기반 신경망 추천 모델의 성능 개선 [link]
문재완, 최민진, 이종욱
한국정보과학회 학술발표논문집 Vol.2020 No.7 [2020]: 76-78, Jul 2020
2018
추천시스템에서 인지도 편향의 영향력 분석 [link]
김은빈, 최민진, 이종욱
한국정보과학회 학술발표논문집 Vol.2018 No.12 [2018]: 1914-1916, Dec 2018한글 자연어 처리를 위한 빈도수 기반 음절 임베딩 [link]
정윤기, 최민진, 양호진, 이종욱
한국정보과학회 학술발표논문집 Vol.2018 No.06 [2018]: 604-606, Jun 2018비신경망 vs. 신경망 기반 추천 모델: 정확도 및 다양성 비교 및 분석 [link]
서해빈, 최민진, 이종욱
한국정보과학회 학술발표논문집 Vol.2018 No.06 [2018]: 614-616, Dec 2019자연어 기반 SQL문 생성을 위한 칼럼 예측 모델 (우수논문상) [link]
김동민, 정윤기, 이종욱
한국정보과학회 학술발표논문집 Vol.2018 No.6 [2018]: 158-160, Jun 2018
2017
다차원 공간에서 정확한 선형 스카이라인 알고리즘 (우수논문상) [link]
박희수, 이종욱
한국정보과학회 학술발표논문집 Vol.2017 No.12 [2017]: 224-226, Dec 2017추천 시스템에서의 컨텐츠 기반 필터링 기법의 효과 [link]
홍동균, 이연창, 김상욱, 이종욱
한국정보과학회 학술발표논문집 Vol.2017 No.06 [2017]: 266-267, Jun 2017