Yupeng Hou

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 53

Top Topics

Collaborative Filtering

Recommender Systems

Top Venues

Publications

Yupeng Hou, Jiacheng Li, Zhankui He, An Yan, Xiusi Chen, Julian J. McAuley
Bridging Language and Items for Retrieval and Recommendation. CoRR (2024)
Yupeng Hou, Junjie Zhang, Zihan Lin, Hongyu Lu, Ruobing Xie, Julian J. McAuley, Wayne Xin Zhao
Large Language Models are Zero-Shot Rankers for Recommender Systems. ECIR (2) (2024)
Junjie Zhang, Yupeng Hou, Ruobing Xie, Wenqi Sun, Julian J. McAuley, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems. WWW (2024)
Yutao Zhu, Kun Zhou, Kelong Mao, Wentong Chen, Yiding Sun, Zhipeng Chen, Qian Cao, Yihan Wu, Yushuo Chen, Feng Wang, Lei Zhang, Junyi Li, Xiaolei Wang, Lei Wang, Beichen Zhang, Zican Dong, Xiaoxue Cheng, Yuhan Chen, Xinyu Tang, Yupeng Hou, Qiangqiang Ren, Xincheng Pang, Shufang Xie, Wayne Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ze-Feng Gao, Yueguo Chen, Weizheng Lu, Ji-Rong Wen
YuLan: An Open-source Large Language Model. CoRR (2024)
Junda Wu, Cheng-Chun Chang, Tong Yu, Zhankui He, Jianing Wang, Yupeng Hou, Julian J. McAuley
CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation. CoRR (2024)
Chen Yang, Sunhao Dai, Yupeng Hou, Wayne Xin Zhao, Jun Xu, Yang Song, Hengshu Zhu
Revisiting Reciprocal Recommender Systems: Metrics, Formulation, and Method. KDD (2024)
Zihan Liu, Yupeng Hou, Julian J. McAuley
Multi-Behavior Generative Recommendation. CoRR (2024)
Jianing Wang, Junda Wu, Yupeng Hou, Yao Liu, Ming Gao, Julian J. McAuley
InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment. ACL (Findings) (2024)
Bowen Zheng, Yupeng Hou, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ming Chen, Ji-Rong Wen
Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation. ICDE (2024)
Jianing Wang, Junda Wu, Yupeng Hou, Yao Liu, Ming Gao, Julian J. McAuley
InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment. CoRR (2024)
Ming Li, Pei Chen, Chenguang Wang, Hongyu Zhao, Yijun Liang, Yupeng Hou, Fuxiao Liu, Tianyi Zhou
Mosaic IT: Enhancing Instruction Tuning with Data Mosaics. CoRR (2024)
Junda Wu, Cheng-Chun Chang, Tong Yu, Zhankui He, Jianing Wang, Yupeng Hou, Julian J. McAuley
CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation. KDD (2024)
Junjie Zhang, Ruobing Xie, Yupeng Hou, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
Recommendation as Instruction Following: A Large Language Model Empowered Recommendation Approach. CoRR (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
A Survey of Large Language Models. CoRR (2023)
Yupeng Hou, Zhankui He, Julian J. McAuley, Wayne Xin Zhao
Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders. WWW (2023)
Chenzhan Shang, Yupeng Hou, Wayne Xin Zhao, Yaliang Li, Jing Zhang
Multi-grained hypergraph interest modeling for conversational recommendation. AI Open 4 (2023)
Bowen Zheng, Yupeng Hou, Wayne Xin Zhao, Yang Song, Hengshu Zhu
Reciprocal Sequential Recommendation. CoRR (2023)
Zheng Chen, Ziyan Jiang, Fan Yang, Zhankui He, Yupeng Hou, Eunah Cho, Julian J. McAuley, Aram Galstyan, Xiaohua Hu, Jie Yang
The First Workshop on Personalized Generative AI @ CIKM 2023: Personalization Meets Large Language Models. CIKM (2023)
Bowen Zheng, Yupeng Hou, Wayne Xin Zhao, Yang Song, Hengshu Zhu
Reciprocal Sequential Recommendation. RecSys (2023)
Yupeng Hou, Junjie Zhang, Zihan Lin, Hongyu Lu, Ruobing Xie, Julian McAuley, Wayne Xin Zhao
Large Language Models are Zero-Shot Rankers for Recommender Systems. CoRR (2023)
Lanling Xu, Zhen Tian, Gaowei Zhang, Junjie Zhang, Lei Wang, Bowen Zheng, Yifan Li, Jiakai Tang, Zeyu Zhang, Yupeng Hou, Xingyu Pan, Wayne Xin Zhao, Xu Chen, Ji-Rong Wen
Towards a More User-Friendly and Easy-to-Use Benchmark Library for Recommender Systems. SIGIR (2023)
Junjie Zhang, Yupeng Hou, Ruobing Xie, Wenqi Sun, Julian J. McAuley, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems. CoRR (2023)
Bowen Zheng, Yupeng Hou, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen
Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation. CoRR (2023)
Gaowei Zhang, Yupeng Hou, Hongyu Lu, Yu Chen, Wayne Xin Zhao, Ji-Rong Wen
Scaling Law of Large Sequential Recommendation Models. CoRR (2023)
Chenzhan Shang, Yupeng Hou, Wayne Xin Zhao, Yaliang Li, Jing Zhang
Multi-grained Hypergraph Interest Modeling for Conversational Recommendation. CoRR (2023)
Yupeng Hou, Binbin Hu, Zhiqiang Zhang, Wayne Xin Zhao
CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space. SIGIR (2022)
Yupeng Hou, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen
Privacy-Preserved Neural Graph Similarity Learning. ICDM (2022)
Wayne Xin Zhao, Yupeng Hou, Xingyu Pan, Chen Yang, Zeyu Zhang, Zihan Lin, Jingsen Zhang, Shuqing Bian, Jiakai Tang, Wenqi Sun, Yushuo Chen, Lanling Xu, Gaowei Zhang, Zhen Tian, Changxin Tian, Shanlei Mu, Xinyan Fan, Xu Chen, Ji-Rong Wen
RecBole 2.0: Towards a More Up-to-Date Recommendation Library. CoRR (2022)
Yupeng Hou, Wayne Xin Zhao, Yaliang Li, Ji-Rong Wen
Privacy-Preserved Neural Graph Similarity Learning. CoRR (2022)
Yupeng Hou, Xingyu Pan, Wayne Xin Zhao, Shuqing Bian, Yang Song, Tao Zhang, Ji-Rong Wen
Leveraging Search History for Improving Person-Job Fit. CoRR (2022)
Yupeng Hou, Shanlei Mu, Wayne Xin Zhao, Yaliang Li, Bolin Ding, Ji-Rong Wen
Towards Universal Sequence Representation Learning for Recommender Systems. CoRR (2022)
Yupeng Hou, Binbin Hu, Zhiqiang Zhang, Wayne Xin Zhao
CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space. CoRR (2022)
Xiaosong Zhao, Lei Zhang, Yixin Cao, Kai Jin, Yupeng Hou
Anomaly Detection Approach in Industrial Control Systems Based on Measurement Data. Inf. 13 (10) (2022)
Zihan Lin, Changxin Tian, Yupeng Hou, Wayne Xin Zhao
Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning. WWW (2022)
Yupeng Hou, Shanlei Mu, Wayne Xin Zhao, Yaliang Li, Bolin Ding, Ji-Rong Wen
Towards Universal Sequence Representation Learning for Recommender Systems. KDD (2022)
Shanlei Mu, Yupeng Hou, Wayne Xin Zhao, Yaliang Li, Bolin Ding
ID-Agnostic User Behavior Pre-training for Sequential Recommendation. CCIR (2022)
Zihan Lin, Changxin Tian, Yupeng Hou, Wayne Xin Zhao
Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning. CoRR (2022)
Yupeng Hou, Xingyu Pan, Wayne Xin Zhao, Shuqing Bian, Yang Song, Tao Zhang, Ji-Rong Wen
Leveraging Search History for Improving Person-Job Fit. DASFAA (1) (2022)
Chen Yang, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen, Wayne Xin Zhao
Modeling Two-Way Selection Preference for Person-Job Fit. RecSys (2022)
Shanlei Mu, Yupeng Hou, Wayne Xin Zhao, Yaliang Li, Bolin Ding
ID-Agnostic User Behavior Pre-training for Sequential Recommendation. CoRR (2022)
Chen Yang, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen, Wayne Xin Zhao
Modeling Two-Way Selection Preference for Person-Job Fit. CoRR (2022)
Wayne Xin Zhao, Yupeng Hou, Xingyu Pan, Chen Yang, Zeyu Zhang, Zihan Lin, Jingsen Zhang, Shuqing Bian, Jiakai Tang, Wenqi Sun, Yushuo Chen, Lanling Xu, Gaowei Zhang, Zhen Tian, Changxin Tian, Shanlei Mu, Xinyan Fan, Xu Chen, Ji-Rong Wen
RecBole 2.0: Towards a More Up-to-Date Recommendation Library. CIKM (2022)
Yupeng Hou, Binbin Hu, Wayne Xin Zhao, Zhiqiang Zhang, Jun Zhou, Ji-Rong Wen
Neural Graph Matching for Pre-training Graph Neural Networks. SDM (2022)
Yupeng Hou, Binbin Hu, Wayne Xin Zhao, Zhiqiang Zhang, Jun Zhou, Ji-Rong Wen
Neural Graph Matching for Pre-training Graph Neural Networks. CoRR (2022)
Lanling Xu, Zhen Tian, Gaowei Zhang, Lei Wang, Junjie Zhang, Bowen Zheng, Yifan Li, Yupeng Hou, Xingyu Pan, Yushuo Chen, Wayne Xin Zhao, Xu Chen, Ji-Rong Wen
Recent Advances in RecBole: Extensions with more Practical Considerations. CoRR (2022)
Yupeng Hou, Zhankui He, Julian J. McAuley, Wayne Xin Zhao
Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders. CoRR (2022)
Guoce Feng, Lei Zhang, Feifan Ai, Yirui Zhang, Yupeng Hou
An Improved Temporal Fusion Transformers Model for Predicting Supply Air Temperature in High-Speed Railway Carriages. Entropy 24 (8) (2022)
Wayne Xin Zhao, Shanlei Mu, Yupeng Hou, Zihan Lin, Yushuo Chen, Xingyu Pan, Kaiyuan Li, Yujie Lu, Hui Wang, Changxin Tian, Yingqian Min, Zhichao Feng, Xinyan Fan, Xu Chen, Pengfei Wang, Wendi Ji, Yaliang Li, Xiaoling Wang, Ji-Rong Wen
RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms. CIKM (2021)
Shuqing Bian, Xu Chen, Wayne Xin Zhao, Kun Zhou, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen
Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network. CIKM (2020)
Wayne Xin Zhao, Yupeng Hou, Junhua Chen, Jonathan J. H. Zhu, Eddy Jing Yin, Hanting Su, Ji-Rong Wen
Learning Semantic Representations from Directed Social Links to Tag Microblog Users at Scale. ACM Trans. Inf. Syst. 38 (2) (2020)
Shuqin Geng, Yupeng Hou, Menghao Chu, Yuxin Bai, Ligang Hou, Heng Wang
Analysis and Computational Methods for a Reader Solenoid Coil Used in Industrial Environments. IEEE Trans. Ind. Electron. 67 (4) (2020)
Wayne Xin Zhao, Shanlei Mu, Yupeng Hou, Zihan Lin, Kaiyuan Li, Yushuo Chen, Yujie Lu, Hui Wang, Changxin Tian, Xingyu Pan, Yingqian Min, Zhichao Feng, Xinyan Fan, Xu Chen, Pengfei Wang, Wendi Ji, Yaliang Li, Xiaoling Wang, Ji-Rong Wen
RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms. CoRR (2020)
Shuqing Bian, Xu Chen, Wayne Xin Zhao, Kun Zhou, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen
Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network. CoRR (2020)