LinRec: Linear Attention Mechanism for Long-term Sequential Recommender Systems. - Langming Liu; Liu Cai; Chi Zhang 060; Xiangyu Zhao 001; Jingtong Gao; Wanyu Wang; Yifu Lv; Wenqi Fan; Yiqi Wang 001; Ming He; Zitao Liu 001; Qing Li 001 (SIGIR, 2023)

Efficient and Robust Regularized Federated Recommendation. - Langming Liu; Wanyu Wang; Xiangyu Zhao 001; Zijian Zhang 009; Chunxu Zhang; Shanru Lin; Yiqi Wang 001; Lixin Zou; Zitao Liu 001; Xuetao Wei; Hongzhi Yin; Qing Li 001 (CIKM, 2024)

Cumulative Distribution Function based General Temporal Point Processes. - Maolin Wang 001; Yu Pan 005; Zenglin Xu; Ruocheng Guo; Xiangyu Zhao 001; Wanyu Wang; Yiqi Wang 001; Zitao Liu 001; Langming Liu (CoRR, 2024)

LinRec: Linear Attention Mechanism for Long-term Sequential Recommender Systems. - Langming Liu; Xiangyu Zhao 001; Chi Zhang 060; Jingtong Gao; Wanyu Wang; Wenqi Fan; Yiqi Wang 001; Ming He; Zitao Liu 001; Qing Li 001 (CoRR, 2024)

Analysis of regularized federated learning. - Langming Liu; Dingxuan Zhou (CoRR, 2024)

Analysis of regularized federated learning. - Langming Liu; Ding-Xuan Zhou (Neurocomputing, 2025)

Unlocking Scaling Law in Industrial Recommendation Systems with a Three-step Paradigm based Large User Model. - Bencheng Yan; Shilei Liu; Zhiyuan Zeng; Zihao Wang; Yizhen Zhang; Yujin Yuan; Langming Liu; Jiaqi Liu; Di Wang; Wenbo Su; Pengjie Wang 002; Jian Xu 015; et al. (CoRR, 2025)

UQABench: Evaluating User Embedding for Prompting LLMs in Personalized Question Answering. - Langming Liu; Shilei Liu; Yujin Yuan; Yizhen Zhang; Bencheng Yan; Zhiyuan Zeng; Zihao Wang; Jiaqi Liu; Di Wang; Wenbo Su; Pengjie Wang 002; Jian Xu 015; et al. (CoRR, 2025)

ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language Models. - Haibin Chen; Kangtao Lv; Chengwei Hu; Yanshi Li; Yujin Yuan; Yancheng He; Xingyao Zhang; Langming Liu; Shilei Liu; Wenbo Su; Bo Zheng 007 (CoRR, 2025)

ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph. - Langming Liu; Haibin Chen; Yuhao Wang; Yujin Yuan; Shilei Liu; Wenbo Su; Zhao-Xiang Zhang 001; Bo Zheng 007 (CoRR, 2025)

Multi-task Offline Reinforcement Learning for Online Advertising in Recommender Systems. - Langming Liu; Wanyu Wang; Chi Zhang 060; Bo Li 026; Hongzhi Yin; Xuetao Wei; Wenbo Su; Bo Zheng 007; Zhao-Xiang Zhang 001 (CoRR, 2025)