OxygenREC: An Instruction-Following Generative Framework for E-commerce Recommendation. - Xuegang Hao; Ming Zhang; Alex Li; Xiangyu Qian; Zhi Ma; Yanlong Zang; Shijie Yang; Zhongxuan Han; Xiaolong Ma; Jinguang Liu; Zhen Li; Zhida Jiang; et al. (CoRR, 2025)

Beyond Static Representation: Coarse-to-Fine Dynamic Latent Reasoning for Sequential Recommendation. - Xiaochen Yang; Yin Xu; Xiaobei Wang; Hao Wang; Zhida Jiang; Zhen Chen; Zhaolong Xing (DASFAA (1), 2026)

Rollout-Training Co-Design for Efficient LLM-Based Multi-Agent Reinforcement Learning. - Zhida Jiang; Zhaolong Xing; Jiawei Lu; Yipei Niu; Qingyuan Sang; Liangxu Zhang; Wenquan Dai; Junhua Shu; Jiaxing Wang; Qiangyu Pei; Qiong Chen; Xinyu Liu; et al. (CoRR, 2026)

NestPipe: Large-Scale Recommendation Training on 1,500+ Accelerators via Nested Pipelining. - Zhida Jiang; Zhaolong Xing; Huichao Chai; Tianxing Sun; Qiang Peng; Baopeng Yuan; Jiaxing Wang; Hua Du; Zhixin Wu; Xuemiao Li; Yikui Cao; Xinyu Liu; et al. (CoRR, 2026)