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International Journals and Conferences
MergeRec: Model Merging for Data-Isolated Cross-Domain Sequential Recommendation [paper] [code]
Hyunsoo Kim*, Jaewan Moon*, Seongmin Park, Jongwuk Lee (* : equal contribution)
The 32nd International ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
Jeju, Korea, August 9-13, 2026 (Acceptance Rate: 20%)Enhancing Time Awareness in Generative Recommendation [paper] [code]
Sunkyung Lee, Seongmin Park, Jonghyo Kim, Mincheol Yoon, Jongwuk Lee
The 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP Findings)
Suzhou, China, November 5-9, 2025MUFFIN: Mixture of User-Adaptive Frequency Filtering for Sequential Recommendation [paper] [code]
Ilwoong Baek*, Mincheol Yoon*, Seongmin Park, Jongwuk Lee (* : equal contribution)
The 34th ACM International Conference on Information and Knowledge Management (CIKM)
Seoul, Republic of Korea, November 10-14, 2025 (Acceptance Rate: 27%, 443/1627)LLM-Enhanced Linear Autoencoders for Recommendation [paper] [code]
Jaewan Moon*, Seongmin Park*, Jongwuk Lee (* : equal contribution)
The 34th ACM International Conference on Information and Knowledge Management (CIKM, short paper)
Seoul, Republic of Korea, November 10-14, 2025 (Acceptance Rate: 30.6%, 185/604)Why is Normalization Necessary for Linear Recommenders? [paper] [code]
Seongmin Park, Mincheol Yoon, Hye-young Kim, Jongwuk Lee
The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Padua, Italy, July 13-17, 2025 (Acceptance Rate: 21.5%, 238/1105)Linear Item-Item Models with Neural Knowledge for Session-based Recommendation [paper] [code]
Minjin Choi, Sunkyung Lee, Seongmin Park, Jongwuk Lee
The 48th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
Padua, Italy, July 13-17, 2025 (Acceptance Rate: 21.5%, 238/1105)Empowering Retrieval-based Conversational Recommendation with Contrasting User Preferences [paper] [code]
Heejin Kook*, Junyoung Kim*, Seongmin Park, Jongwuk Lee (* : equal contribution)
2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL)
Albuquerque, New Mexico, USA, April 29-May 4, 2025 (Acceptance Rate: 22.15%, 719/3246)Temporal Linear Item-Item Model for Sequential Recommendation [paper] [code]
Seongmin Park*, Mincheol Yoon*, Minjin Choi, Jongwuk Lee (* : equal contribution)
The 18th ACM International Conference on Web Search and Data Mining (WSDM)
Hannover, Germany, March 10-14, 2025 (Acceptance Rate: 17.3%, 106/614, Oral Presentation (Top 6.5%))Toward a Better Understanding of Loss Functions for Collaborative Filtering [paper] [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%, 354/1472)uCTRL: Unbiased Contrastive Representation Learning via Alignment and Uniformity for Collaborative Filtering [paper] [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)Bilateral Self-unbiased Learning from Biased Implicit Feedback [paper] [code]
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 (Acceptance Rate: 20%, 161/794)Dual Unbiased Recommender Learning for Implicit Feedback [paper] [code]
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, 2021 (Acceptance Rate: 27.6%, 145/526)
Domestic Journals and Conferences
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