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Yupeng Hou

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InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment

Feb 13, 2024
Jianing Wang, Junda Wu, Yupeng Hou, Yao Liu, Ming Gao, Julian McAuley

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Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation

Nov 28, 2023
Bowen Zheng, Yupeng Hou, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ming Chen, Ji-Rong Wen

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Scaling Law of Large Sequential Recommendation Models

Nov 19, 2023
Gaowei Zhang, Yupeng Hou, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen

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AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems

Oct 13, 2023
Junjie Zhang, Yupeng Hou, Ruobing Xie, Wenqi Sun, Julian McAuley, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen

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Reciprocal Sequential Recommendation

Jun 26, 2023
Bowen Zheng, Yupeng Hou, Wayne Xin Zhao, Yang Song, Hengshu Zhu

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Large Language Models are Zero-Shot Rankers for Recommender Systems

May 15, 2023
Yupeng Hou, Junjie Zhang, Zihan Lin, Hongyu Lu, Ruobing Xie, Julian McAuley, Wayne Xin Zhao

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Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach

May 11, 2023
Junjie Zhang, Ruobing Xie, Yupeng Hou, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen

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Multi-grained Hypergraph Interest Modeling for Conversational Recommendation

May 04, 2023
Chenzhan Shang, Yupeng Hou, Wayne Xin Zhao, Yaliang Li, Jing Zhang

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A Survey of Large Language Models

Apr 27, 2023
Wayne Xin Zhao, Kun Zhou, Junyi Li, Tianyi Tang, Xiaolei Wang, Yupeng Hou, Yingqian Min, Beichen Zhang, Junjie Zhang, Zican Dong, Yifan Du, Chen Yang, Yushuo Chen, Zhipeng Chen, Jinhao Jiang, Ruiyang Ren, Yifan Li, Xinyu Tang, Zikang Liu, Peiyu Liu, Jian-Yun Nie, Ji-Rong Wen

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