Missing Interest Modeling with Lifelong User Behavior Data for Retrieval Recommendation. - Gaode Chen; Yuezihan Jiang; Rui Huang 009; Kuo Cai; Yunze Luo; Ruina Sun; Qi Zhang 010; Han Li 005; Kun Gai (CIKM, 2024)

Full Stage Learning to Rank: A Unified Framework for Multi-Stage Systems. - Kai Zheng 001; Haijun Zhao; Rui Huang 009; Beichuan Zhang 002; Na Mou; Yanan Niu; Yang Song 008; Hongning Wang; Kun Gai (WWW, 2024)

A Unified Framework for Cross-Domain Recommendation. - Jiangxia Cao; Shen Wang; Gaode Chen; Rui Huang 009; Shuang Yang; Zhaojie Liu; Guorui Zhou (CoRR, 2024)

RecFlow: An Industrial Full Flow Recommendation Dataset. - Qi Liu 003; Kai Zheng 001; Rui Huang 009; Wuchao Li; Kuo Cai; Yuan Chai; Yanan Niu; Yiqun Hui; Bing Han; Na Mou; Hongning Wang; Wentian Bao; et al. (CoRR, 2024)

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)

QARM: Quantitative Alignment Multi-Modal Recommendation at Kuaishou. - Xinchen Luo; Jiangxia Cao; Tianyu Sun; Jinkai Yu; Rui Huang 009; Wei Yuan; Hezheng Lin; Yichen Zheng; Shiyao Wang 001; Qigen Hu; Changqing Qiu; Jiaqi Zhang; et al. (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)

RecFlow: An Industrial Full Flow Recommendation Dataset. - Qi Liu 003; Kai Zheng 007; Rui Huang 009; Wuchao Li; Kuo Cai; Yuan Chai; Yanan Niu; Yiqun Hui; Bing Han; Na Mou; Hongning Wang; Wentian Bao; et al. (ICLR, 2025)

DimeRec: A Unified Framework for Enhanced Sequential Recommendation via Generative Diffusion Models. - Wuchao Li; Rui Huang 009; Haijun Zhao; Chi Liu; Kai Zheng 001; Qi Liu 003; Na Mou; Guorui Zhou; Defu Lian; Yang Song 008; Wentian Bao; Enyun Yu; et al. (WSDM, 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)

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)