Publications

DLCRec: A Novel Approach for Managing Diversity in LLM-Based Recommender Systems

Published in WSDM, 2025

KEYWORDS: Controllable Recommendation, Large Language Models, Diversity

Recommended citation: Chen, J., Gao, C., Yuan, S., Liu, S., Cai, Q., & Jiang, P. (2024). DLCRec: A Novel Approach for Managing Diversity in LLM-Based Recommender Systems. arXiv preprint arXiv:2408.12470.
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Treatment Effect Estimation for User Interest Exploration on Recommender Systems

Published in SIGIR, 2024

KEYWORDS: Recommender Systems, User Interest Exploration, Treatment Effect Estimation, Multivariate Continuous Treatments

Recommended citation: Chen, J., Wenjie, W., Gao, C., Wu, P., Wei, J., & Hua, Q. (2024, July). Treatment Effect Estimation for User Interest Exploration on Recommender Systems. In Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (pp. 1861-1871).
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Jiaju Chen | 陈家驹

Publications

DLCRec: A Novel Approach for Managing Diversity in LLM-Based Recommender Systems

Treatment Effect Estimation for User Interest Exploration on Recommender Systems