Wonbin Kweon

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 25

Top Topics

Collaborative Filtering

Pairwise Classification

Top Venues

Publications

Wonbin Kweon, SeongKu Kang, Sanghwan Jang, Hwanjo Yu
Top-Personalized-K Recommendation. WWW (2024)
Wonbin Kweon, Hwanjo Yu
Doubly Calibrated Estimator for Recommendation on Data Missing Not At Random. CoRR (2024)
Gyuseok Lee, SeongKu Kang, Wonbin Kweon, Hwanjo Yu
Continual Collaborative Distillation for Recommender System. KDD (2024)
Wonbin Kweon, SeongKu Kang, Sanghwan Jang, Hwanjo Yu
Top-Personalized-K Recommendation. CoRR (2024)
Wonbin Kweon, SeongKu Kang, Junyoung Hwang, Hwanjo Yu
Deep Rating Elicitation for New Users in Collaborative Filtering. CoRR (2024)
Joonwon Jang, Sanghwan Jang, Wonbin Kweon, Minjin Jeon, Hwanjo Yu
Rectifying Demonstration Shortcut in In-Context Learning. NAACL-HLT (2024)
Wonbin Kweon, Hwanjo Yu
Doubly Calibrated Estimator for Recommendation on Data Missing Not at Random. WWW (2024)
Joonwon Jang, Sanghwan Jang, Wonbin Kweon, Minjin Jeon, Hwanjo Yu
Rectifying Demonstration Shortcut in In-Context Learning. CoRR (2024)
Wonbin Kweon
Confidence Calibration for Recommender Systems and Its Applications. CoRR (2024)
Gyuseok Lee, SeongKu Kang, Wonbin Kweon, Hwanjo Yu
Continual Collaborative Distillation for Recommender System. CoRR (2024)
SeongKu Kang, Wonbin Kweon, Dongha Lee, Jianxun Lian, Xing Xie, Hwanjo Yu
Distillation from Heterogeneous Models for Top-K Recommendation. CoRR (2023)
SeongKu Kang, Wonbin Kweon, Dongha Lee, Jianxun Lian, Xing Xie, Hwanjo Yu
Distillation from Heterogeneous Models for Top-K Recommendation. WWW (2023)
SeongKu Kang, Dongha Lee, Wonbin Kweon, Junyoung Hwang, Hwanjo Yu
Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering. CoRR (2022)
Wonbin Kweon, SeongKu Kang, Hwanjo Yu
Obtaining Calibrated Probabilities with Personalized Ranking Models. AAAI (2022)
SeongKu Kang, Dongha Lee, Wonbin Kweon, Hwanjo Yu
Personalized Knowledge Distillation for Recommender System. Knowl. Based Syst. 239 (2022)
Seongku Kang, Dongha Lee, Wonbin Kweon, Junyoung Hwang, Hwanjo Yu
Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering. WWW (2022)
Wonbin Kweon, SeongKu Kang, Hwanjo Yu
Obtaining Calibrated Probabilities with Personalized Ranking Models. CoRR (2021)
SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu
Topology Distillation for Recommender System. CoRR (2021)
Wonbin Kweon, SeongKu Kang, Hwanjo Yu
Bidirectional Distillation for Top-K Recommender System. WWW (2021)
SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu
Item-side ranking regularized distillation for recommender system. Inf. Sci. 580 (2021)
Wonbin Kweon, SeongKu Kang, Hwanjo Yu
Bidirectional Distillation for Top-K Recommender System. CoRR (2021)
SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu
Topology Distillation for Recommender System. KDD (2021)
SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu
DE-RRD: A Knowledge Distillation Framework for Recommender System. CIKM (2020)
Wonbin Kweon, SeongKu Kang, Junyoung Hwang, Hwanjo Yu
Deep Rating Elicitation for New Users in Collaborative Filtering. WWW (2020)
SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu
DE-RRD: A Knowledge Distillation Framework for Recommender System. CoRR (2020)