DE-RRD: A Knowledge Distillation Framework for Recommender System. - SeongKu Kang; Junyoung Hwang; Wonbin Kweon; Hwanjo Yu (CIKM, 2020)

Deep Rating Elicitation for New Users in Collaborative Filtering. - Wonbin Kweon; SeongKu Kang; Junyoung Hwang; Hwanjo Yu (WWW, 2020)

Topology Distillation for Recommender System. - SeongKu Kang; Junyoung Hwang; Wonbin Kweon; Hwanjo Yu (KDD, 2021)

Bidirectional Distillation for Top-K Recommender System. - Wonbin Kweon; SeongKu Kang; Hwanjo Yu (WWW, 2021)

Item-side ranking regularized distillation for recommender system. - SeongKu Kang; Junyoung Hwang; Wonbin Kweon; Hwanjo Yu (Inf. Sci., 2021)

Obtaining Calibrated Probabilities with Personalized Ranking Models. - Wonbin Kweon; SeongKu Kang; Hwanjo Yu (AAAI, 2022)

Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering. - Seongku Kang; Dongha Lee 003; Wonbin Kweon; Junyoung Hwang; Hwanjo Yu (WWW, 2022)

Personalized Knowledge Distillation for Recommender System. - SeongKu Kang; Dongha Lee 003; Wonbin Kweon; Hwanjo Yu (Knowl. Based Syst., 2022)

Distillation from Heterogeneous Models for Top-K Recommendation. - SeongKu Kang; Wonbin Kweon; Dongha Lee 003; Jianxun Lian; Xing Xie 001; Hwanjo Yu (WWW, 2023)

Continual Collaborative Distillation for Recommender System. - Gyuseok Lee; SeongKu Kang; Wonbin Kweon; Hwanjo Yu (KDD, 2024)

Rectifying Demonstration Shortcut in In-Context Learning. - Joonwon Jang; Sanghwan Jang; Wonbin Kweon; Minjin Jeon; Hwanjo Yu (NAACL-HLT, 2024)

Top-Personalized-K Recommendation. - Wonbin Kweon; SeongKu Kang; Sanghwan Jang; Hwanjo Yu (WWW, 2024)

Doubly Calibrated Estimator for Recommendation on Data Missing Not at Random. - Wonbin Kweon; Hwanjo Yu (WWW, 2024)

Confidence Calibration for Recommender Systems and Its Applications. - Wonbin Kweon (CoRR, 2024)

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria. - Joonwon Jang; Jaehee Kim; Wonbin Kweon; Hwanjo Yu (CoRR, 2024)

Verbosity-Aware Rationale Reduction: Sentence-Level Rationale Reduction for Efficient and Effective Reasoning. - Joonwon Jang; Jaehee Kim; Wonbin Kweon; Seonghyeon Lee; Hwanjo Yu (ACL (Findings), 2025)

Controlling Diversity at Inference: Guiding Diffusion Recommender Models with Targeted Category Preferences. - Gwangseok Han; Wonbin Kweon; Minsoo Kim; Hwanjo Yu (KDD (1), 2025)

Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation. - SeongKu Kang; Bowen Jin; Wonbin Kweon; Yu Zhang 044; Dongha Lee 003; Jiawei Han 001; Hwanjo Yu (WSDM, 2025)

Uncertainty Quantification and Decomposition for LLM-based Recommendation. - Wonbin Kweon; Sanghwan Jang; SeongKu Kang; Hwanjo Yu (WWW, 2025)

Unbiased, Effective, and Efficient Distillation from Heterogeneous Models for Recommender Systems. - Seongku Kang; Wonbin Kweon; Dongha Lee 003; Jianxun Lian; Xing Xie 001; Hwanjo Yu (Trans. Recomm. Syst., 2025)