Xu Huang

2025

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Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations.
Xu Huang|Jianxun Lian|Yuxuan Lei|Jing Yao|Defu Lian|Xing Xie
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 4
doi dblp
HyperGate: Hierarchical Perceptive Gating Network for Multi-domain Multi-task Recommendation.
Xu Huang|Xiaolong Chen|Yichao Wang|Weiwen Liu|Yang Yang|Xingmei Wang|Defu Lian|Ruiming Tang
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

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When large language models meet personalization: perspectives of challenges and opportunities.
Jin Chen|Zheng Liu|Xu Huang|Chenwang Wu|Qi Liu|Gangwei Jiang|Yuanhao Pu|Yuxuan Lei|Xiaolong Chen|Xingmei Wang|Kai Zheng|Defu Lian|Enhong Chen
World Wide Web (WWW) 2024 Volume 27 Issue 4
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A Data-Centric Multi-Objective Learning Framework for Responsible Recommendation Systems.
Xu Huang|Jianxun Lian|Hao Wang|Hao Liao|Defu Lian|Xing Xie
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems.
Jianxun Lian|Yuxuan Lei|Xu Huang|Jing Yao|Wei Xu|Xing Xie
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

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RecStudio: Towards a Highly-Modularized Recommender System.
Defu Lian|Xu Huang|Xiaolong Chen|Jin Chen|Xingmei Wang|Yankai Wang|Haoran Jin|Rui Fan|Zheng Liu|Le Wu|Enhong Chen
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
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Cooperative Retriever and Ranker in Deep Recommenders.
Xu Huang|Defu Lian|Jin Chen|Zheng Liu|Xing Xie|Enhong Chen
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

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Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering.
Jin Chen|Defu Lian|Binbin Jin|Xu Huang|Kai Zheng|Enhong Chen
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022