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)

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. (CIKM, 2025)

ResTok: Learning Hierarchical Residuals in 1D Visual Tokenizers for Autoregressive Image Generation. - Xu Zhang 065; Cheng Da; Huan Yang 005; Kun Gai; Ming Lu; Zhan Ma (CoRR, 2026)

OneMall: One Architecture, More Scenarios - End-to-End Generative Recommender Family at Kuaishou E-Commerce. - Kun Zhang; Jingming Zhang; Wei Cheng; Yansong Cheng; Jiaqi Zhang; Hao Lu; Xu Zhang 065; Haixiang Gan; Jiangxia Cao; Tenglong Wang; Ximing Zhang; Boyang Xia; et al. (CoRR, 2026)

ALPBench: A Benchmark for Attribution-level Long-term Personal Behavior Understanding. - Lu Ren; Junda She; Xinchen Luo; Tao Wang 014; Xin Ye; Xu Zhang 065; Muxuan Wang; Xiao Yang; Chenguang Wang; Fei Xie; Yiwei Zhou; Danjun Wu; et al. (CoRR, 2026)

QARM V2: Quantitative Alignment Multi-Modal Recommendation for Reasoning User Sequence Modeling. - Tian Xia; Jiaqi Zhang; Yueyang Liu; Hongjian Dou; Tingya Yin; Jiangxia Cao; Xulei Liang; Tianlu Xie; Lihao Liu; Xiang Chen; Shen Wang; Changxin Lao; et al. (CoRR, 2026)