End-to-end training of Multimodal Model and ranking Model. - Xiuqi Deng; Lu Xu; Xiyao Li; Jinkai Yu; Erpeng Xue; Zhongyuan Wang; Di Zhang; Zhaojie Liu; Guorui Zhou; Yang Song; Na Mou; Shen Jiang; et al. (CoRR, 2024)

Action is All You Need: Dual-Flow Generative Ranking Network for Recommendation. - Hao Guo; Erpeng Xue; Lei Huang; Shichao Wang; Xiaolei Wang; Lei Wang; Jinpeng Wang; Sheng Chen (CoRR, 2025)

When Relevance Meets Novelty: Dual-Stable Periodic Optimization for Exploratory Recommendation. - Hongxiang Lin; Hao Guo; Zeshun Li; Erpeng Xue; Yongqian He; Xiangyu Hou; Zhaoyu Hu; Lei Wang; Sheng Chen (CoRR, 2025)

Dynamic Forgetting and Spatio-Temporal Periodic Interest Modeling for Local-Life Service Recommendation. - Zhaoyu Hu; Hao Guo; Yuan Tian; Erpeng Xue; Jianyang Wang; Xianyang Qi; Hongxiang Lin; Lei Wang; Sheng Chen (CoRR, 2025)