Xu Huang

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 11

Top Topics

Recommender Systems

Term Dependencies

Top Venues

Publications

Yichao Du, Zhirui Zhang, Linan Yue, Xu Huang, Yuqing Zhang, Tong Xu, Linli Xu, Enhong Chen
Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks. ICASSP (2024)
Jianxun Lian, Yuxuan Lei, Xu Huang, Jing Yao, Wei Xu, Xing Xie
RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems. WWW (Companion Volume) (2024)
Yuxuan Lei, Jianxun Lian, Jing Yao, Xu Huang, Defu Lian, Xing Xie
RecExplainer: Aligning Large Language Models for Explaining Recommendation Models. KDD (2024)
Jianxun Lian, Yuxuan Lei, Xu Huang, Jing Yao, Wei Xu, Xing Xie
RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems. CoRR (2024)
Xingmei Wang, Weiwen Liu, Xiaolong Chen, Qi Liu, Xu Huang, Defu Lian, Xiangyang Li, Yasheng Wang, Zhenhua Dong, Ruiming Tang
CELA: Cost-Efficient Language Model Alignment for CTR Prediction. CoRR (2024)
Xu Huang, Weiwen Liu, Xiaolong Chen, Xingmei Wang, Defu Lian, Yasheng Wang, Ruiming Tang, Enhong Chen
WESE: Weak Exploration to Strong Exploitation for LLM Agents. CoRR (2024)
Jin Chen, Zheng Liu, Xu Huang, Chenwang Wu, Qi Liu, Gangwei Jiang, Yuanhao Pu, Yuxuan Lei, Xiaolong Chen, Xingmei Wang, Defu Lian, Enhong Chen
When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities. CoRR (2023)
Defu Lian, Xu Huang, Xiaolong Chen, Jin Chen, Xingmei Wang, Yankai Wang, Haoran Jin, Rui Fan, Zheng Liu, Le Wu, Enhong Chen
RecStudio: Towards a Highly-Modularized Recommender System. SIGIR (2023)
Xu Huang, Jianxun Lian, Hao Wang, Defu Lian, Xing Xie
A Data-Centric Multi-Objective Learning Framework for Responsible Recommendation Systems. CoRR (2023)
Yuxuan Lei, Jianxun Lian, Jing Yao, Xu Huang, Defu Lian, Xing Xie
RecExplainer: Aligning Large Language Models for Recommendation Model Interpretability. CoRR (2023)
Xu Huang, Jianxun Lian, Yuxuan Lei, Jing Yao, Defu Lian, Xing Xie
Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations. CoRR (2023)