Wonbin Kweon

49 papers A* 13A 3Journal 30Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
BPL: Bias-Adaptive Preference Distillation Learning For Recommender System.
IEEE Trans. Knowl. Data Eng.
SeongKu Kang, Jianxun Lian, Dongha Lee, Wonbin Kweon, Sanghwan Jang, Jaehyun Lee, Jindong Wang, Xing Xie, Hwanjo Yu
2026 J jnl
Condition-Gated Reasoning for Context-Dependent Biomedical Question Answering.
CoRR
Jash Rajesh Parekh, Wonbin Kweon, Joey Chan, Rezarta Islamaj, Robert Leaman, Pengcheng Jiang, Chih-Hsuan Wei, Zhizheng Wang, Zhiyong Lu, Jiawei Han
2026 A* conf
Harmonic Dataset Distillation for Time Series Forecasting.
AAAI
Seungha Hong, Sanghwan Jang, Wonbin Kweon, Suyeon Kim, Gyuseok Lee, Hwanjo Yu
2026 J jnl
Harmonic Dataset Distillation for Time Series Forecasting.
CoRR
Seungha Hong, Sanghwan Jang, Wonbin Kweon, Suyeon Kim, Gyuseok Lee, Hwanjo Yu
2026 J jnl
Improving Scientific Document Retrieval with Academic Concept Index.
CoRR
Jeyun Lee, Junhyoung Lee, Wonbin Kweon, Bowen Jin, Yu Zhang, Susik Yoon, Dongha Lee, Hwanjo Yu, Jiawei Han, SeongKu Kang
2026 J jnl
MultiCube-RAG for Multi-hop Question Answering.
CoRR
Jimeng Shi, Wei Hu, Runchu Tian, Bowen Jin, Wonbin Kweon, SeongKu Kang, Yunfan Kang, Dingqi Ye, Sizhe Zhou, Shaowen Wang, Jiawei Han
2026 A* conf
PairSem: LLM-Guided Pairwise Semantic Matching for Scientific Document Retrieval.
WWW
Wonbin Kweon, Runchu Tian, SeongKu Kang, Pengcheng Jiang, Zhiyong Lu, Jiawei Han, Hwanjo Yu
2025 J jnl
BPL: Bias-adaptive Preference Distillation Learning for Recommender System.
CoRR
SeongKu Kang, Jianxun Lian, Dongha Lee, Wonbin Kweon, Sanghwan Jang, Jaehyun Lee, Jindong Wang, Xing Xie, Hwanjo Yu
2025 — conf
Controlling Diversity at Inference: Guiding Diffusion Recommender Models with Targeted Category Preferences.
KDD (1)
Gwangseok Han, Wonbin Kweon, Minsoo Kim, Hwanjo Yu
2025 A conf
Federated Continual Recommendation.
CIKM
Jaehyung Lim, Wonbin Kweon, Woojoo Kim, Junyoung Kim, Seongjin Choi, Dongha Kim, Hwanjo Yu
2025 J jnl
Federated Continual Recommendation.
CoRR
Jaehyung Lim, Wonbin Kweon, Woojoo Kim, Junyoung Kim, Seongjin Choi, Dongha Kim, Hwanjo Yu
2025 A conf
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation.
WSDM
SeongKu Kang, Bowen Jin, Wonbin Kweon, Yu Zhang, Dongha Lee, Jiawei Han, Hwanjo Yu
2025 J jnl
Improving Scientific Document Retrieval with Concept Coverage-based Query Set Generation.
CoRR
SeongKu Kang, Bowen Jin, Wonbin Kweon, Yu Zhang, Dongha Lee, Jiawei Han, Hwanjo Yu
2025 J jnl
PairSem: LLM-Guided Pairwise Semantic Matching for Scientific Document Retrieval.
CoRR
Wonbin Kweon, Runchu Tian, SeongKu Kang, Pengcheng Jiang, Zhiyong Lu, Jiawei Han, Hwanjo Yu
2025 J jnl
Personalized Federated Recommendation With Knowledge Guidance.
CoRR
Jaehyung Lim, Wonbin Kweon, Woojoo Kim, Junyoung Kim, Dongha Kim, Hwanjo Yu
2025 J jnl
Q-Align: Alleviating Attention Leakage in Zero-Shot Appearance Transfer via Query-Query Alignment.
CoRR
Namu Kim, Wonbin Kweon, Minsoo Kim, Hwanjo Yu
2025 A* conf
Topic Coverage-based Demonstration Retrieval for In-Context Learning.
EMNLP
Wonbin Kweon, SeongKu Kang, Runchu Tian, Pengcheng Jiang, Jiawei Han, Hwanjo Yu
2025 J jnl
Topic Coverage-based Demonstration Retrieval for In-Context Learning.
CoRR
Wonbin Kweon, SeongKu Kang, Runchu Tian, Pengcheng Jiang, Jiawei Han, Hwanjo Yu
2025 J jnl
Unbiased, Effective, and Efficient Distillation from Heterogeneous Models for Recommender Systems.
Trans. Recomm. Syst.
SeongKu Kang, Wonbin Kweon, Dongha Lee, Jianxun Lian, Xing Xie, Hwanjo Yu
2025 A* conf
Uncertainty Quantification and Decomposition for LLM-based Recommendation.
WWW
Wonbin Kweon, Sanghwan Jang, SeongKu Kang, Hwanjo Yu
2025 J jnl
Uncertainty Quantification and Decomposition for LLM-based Recommendation.
CoRR
Wonbin Kweon, Sanghwan Jang, SeongKu Kang, Hwanjo Yu
2025 — conf
Verbosity-Aware Rationale Reduction: Sentence-Level Rationale Reduction for Efficient and Effective Reasoning.
ACL (Findings)
Joonwon Jang, Jaehee Kim, Wonbin Kweon, Seonghyeon Lee, Hwanjo Yu
2024 J jnl
Confidence Calibration for Recommender Systems and Its Applications.
CoRR
Wonbin Kweon
2024 A* conf
Continual Collaborative Distillation for Recommender System.
KDD
Gyuseok Lee, SeongKu Kang, Wonbin Kweon, Hwanjo Yu
2024 J jnl
Continual Collaborative Distillation for Recommender System.
CoRR
Gyuseok Lee, SeongKu Kang, Wonbin Kweon, Hwanjo Yu
2024 J jnl
Controlling Diversity at Inference: Guiding Diffusion Recommender Models with Targeted Category Preferences.
CoRR
Gwangseok Han, Wonbin Kweon, Minsoo Kim, Hwanjo Yu
2024 J jnl
Deep Rating Elicitation for New Users in Collaborative Filtering.
CoRR
Wonbin Kweon, SeongKu Kang, Junyoung Hwang, Hwanjo Yu
2024 J jnl
Doubly Calibrated Estimator for Recommendation on Data Missing Not At Random.
CoRR
Wonbin Kweon, Hwanjo Yu
2024 A* conf
Doubly Calibrated Estimator for Recommendation on Data Missing Not at Random.
WWW
Wonbin Kweon, Hwanjo Yu
2024 — conf
Rectifying Demonstration Shortcut in In-Context Learning.
NAACL-HLT
Joonwon Jang, Sanghwan Jang, Wonbin Kweon, Minjin Jeon, Hwanjo Yu
2024 J jnl
Rectifying Demonstration Shortcut in In-Context Learning.
CoRR
Joonwon Jang, Sanghwan Jang, Wonbin Kweon, Minjin Jeon, Hwanjo Yu
2024 A* conf
Top-Personalized-K Recommendation.
WWW
Wonbin Kweon, SeongKu Kang, Sanghwan Jang, Hwanjo Yu
2024 J jnl
Top-Personalized-K Recommendation.
CoRR
Wonbin Kweon, SeongKu Kang, Sanghwan Jang, Hwanjo Yu
2024 J jnl
Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria.
CoRR
Joonwon Jang, Jaehee Kim, Wonbin Kweon, Hwanjo Yu
2023 A* conf
Distillation from Heterogeneous Models for Top-K Recommendation.
WWW
SeongKu Kang, Wonbin Kweon, Dongha Lee, Jianxun Lian, Xing Xie, Hwanjo Yu
2023 J jnl
Distillation from Heterogeneous Models for Top-K Recommendation.
CoRR
SeongKu Kang, Wonbin Kweon, Dongha Lee, Jianxun Lian, Xing Xie, Hwanjo Yu
2022 A* conf
Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering.
WWW
SeongKu Kang, Dongha Lee, Wonbin Kweon, Junyoung Hwang, Hwanjo Yu
2022 J jnl
Consensus Learning from Heterogeneous Objectives for One-Class Collaborative Filtering.
CoRR
SeongKu Kang, Dongha Lee, Wonbin Kweon, Junyoung Hwang, Hwanjo Yu
2022 A* conf
Obtaining Calibrated Probabilities with Personalized Ranking Models.
AAAI
Wonbin Kweon, SeongKu Kang, Hwanjo Yu
2022 J jnl
Personalized Knowledge Distillation for Recommender System.
Knowl. Based Syst.
SeongKu Kang, Dongha Lee, Wonbin Kweon, Hwanjo Yu
2021 A* conf
Bidirectional Distillation for Top-K Recommender System.
WWW
Wonbin Kweon, SeongKu Kang, Hwanjo Yu
2021 J jnl
Bidirectional Distillation for Top-K Recommender System.
CoRR
Wonbin Kweon, SeongKu Kang, Hwanjo Yu
2021 J jnl
Item-side ranking regularized distillation for recommender system.
Inf. Sci.
SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu
2021 J jnl
Obtaining Calibrated Probabilities with Personalized Ranking Models.
CoRR
Wonbin Kweon, SeongKu Kang, Hwanjo Yu
2021 A* conf
Topology Distillation for Recommender System.
KDD
SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu
2021 J jnl
Topology Distillation for Recommender System.
CoRR
SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu
2020 A conf
DE-RRD: A Knowledge Distillation Framework for Recommender System.
CIKM
SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu
2020 J jnl
DE-RRD: A Knowledge Distillation Framework for Recommender System.
CoRR
SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu
2020 A* conf
Deep Rating Elicitation for New Users in Collaborative Filtering.
WWW
Wonbin Kweon, SeongKu Kang, Junyoung Hwang, Hwanjo Yu