One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction. - Xiang-Rong Sheng; Liqin Zhao; Guorui Zhou; Xinyao Ding; Binding Dai; Qiang Luo 004; Siran Yang; Jingshan Lv; Chi Zhang; Hongbo Deng; Xiaoqiang Zhu (CIKM, 2021)

One Model to Serve All: Star Topology Adaptive Recommender for Multi-Domain CTR Prediction. - Xiang-Rong Sheng; Liqin Zhao; Guorui Zhou; Xinyao Ding; Binding Dai; Qiang Luo 004; Siran Yang; Jingshan Lv; Chi Zhang; Xiaoqiang Zhu (CoRR, 2021)

KuaiFormer: Transformer-Based Retrieval at Kuaishou. - Chi Liu; Jiangxia Cao; Rui Huang 009; Kai Zheng 001; Qiang Luo 004; Kun Gai; Guorui Zhou (CoRR, 2024)

CRM: Retrieval Model with Controllable Condition. - Chi Liu; Jiangxia Cao; Rui Huang 009; Kuo Cai; Weifeng Ding; Qiang Luo 004; Kun Gai; Guorui Zhou (CoRR, 2024)

FIM: Frequency-Aware Multi-View Interest Modeling for Local-Life Service Recommendation. - Guoquan Wang; Qiang Luo 004; Weisong Hu; Pengfei Yao; Wencong Zeng; Guorui Zhou; Kun Gai (SIGIR, 2025)

OneRec: Unifying Retrieve and Rank with Generative Recommender and Iterative Preference Alignment. - Jiaxin Deng; Shiyao Wang 001; Kuo Cai; Lejian Ren; Qigen Hu; Weifeng Ding; Qiang Luo 004; Guorui Zhou (CoRR, 2025)

OneRec Technical Report. - Guorui Zhou; Jiaxin Deng; Jinghao Zhang; Kuo Cai; Lejian Ren; Qiang Luo 004; Qianqian Wang; Qigen Hu; Rui Huang 009; Shiyao Wang 001; Weifeng Ding; Wuchao Li; et al. (CoRR, 2025)

MISS: Multi-Modal Tree Indexing and Searching with Lifelong Sequential Behavior for Retrieval Recommendation. - Chengcheng Guo; Junda She; Kuo Cai; Shiyao Wang 001; Qigen Hu; Qiang Luo 004; Kun Gai; Guorui Zhou (CoRR, 2025)

OneLoc: Geo-Aware Generative Recommender Systems for Local Life Service. - Zhipeng Wei; Kuo Cai; Junda She; Jie Chen; Minghao Chen; Yang Zeng; Qiang Luo 004; Wencong Zeng; Ruiming Tang; Kun Gai; Guorui Zhou (CoRR, 2025)

MPFormer: Adaptive Framework for Industrial Multi-Task Personalized Sequential Retriever. - Yijia Sun; Shanshan Huang; Linxiao Che; Haitao Lu; Qiang Luo 004; Kun Gai; Guorui Zhou (CoRR, 2025)

OneRec-V2 Technical Report. - Guorui Zhou; Hengrui Hu; Hongtao Cheng; Huanjie Wang; Jiaxin Deng; Jinghao Zhang; Kuo Cai; Lejian Ren; Lu Ren; Liao Yu; Pengfei Zheng; Qiang Luo 004; et al. (CoRR, 2025)