Wonbin Kweon

According to our database, Wonbin Kweon authored at least 14 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Confidence Calibration for Recommender Systems and Its Applications.

Wonbin Kweon

CoRR, 2024

Doubly Calibrated Estimator for Recommendation on Data Missing Not at Random.

Wonbin Kweon, Hwanjo Yu

Proceedings of the ACM on Web Conference 2024, 2024

Top-Personalized-K Recommendation.

Wonbin Kweon, SeongKu Kang, Sanghwan Jang, Hwanjo Yu

Proceedings of the ACM on Web Conference 2024, 2024

Rectifying Demonstration Shortcut in In-Context Learning.

Joonwon Jang, Sanghwan Jang, Wonbin Kweon, Minjin Jeon, Hwanjo Yu

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Continual Collaborative Distillation for Recommender System.

Gyuseok Lee, SeongKu Kang, Wonbin Kweon, Hwanjo Yu

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Distillation from Heterogeneous Models for Top-K Recommendation.

SeongKu Kang, Wonbin Kweon, Dongha Lee, Jianxun Lian, Xing Xie, Hwanjo Yu

Proceedings of the ACM Web Conference 2023, 2023

2022

Personalized Knowledge Distillation for Recommender System.

SeongKu Kang, Dongha Lee, Wonbin Kweon, Hwanjo Yu

Knowl. Based Syst., 2022

Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering.

Seongku Kang, Dongha Lee, Wonbin Kweon, Junyoung Hwang, Hwanjo Yu

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Obtaining Calibrated Probabilities with Personalized Ranking Models.

Wonbin Kweon, SeongKu Kang, Hwanjo Yu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Item-side ranking regularized distillation for recommender system.

SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu

Inf. Sci., 2021

Bidirectional Distillation for Top-K Recommender System.

Wonbin Kweon, SeongKu Kang, Hwanjo Yu

Proceedings of the WWW '21: The Web Conference 2021, 2021

Topology Distillation for Recommender System.

SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Deep Rating Elicitation for New Users in Collaborative Filtering.

Wonbin Kweon, SeongKu Kang, Junyoung Hwang, Hwanjo Yu

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

DE-RRD: A Knowledge Distillation Framework for Recommender System.

SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020