A Multiple Feature Integration Model to Infer Occupation from Social Media Records. - Xiang Wang; Lele Yu; Junjie Yao; Bin Cui 001 (WISE (2), 2013)

Exploiting Matrix Dependency for Efficient Distributed Matrix Computation. - Lele Yu; Yingxia Shao; Bin Cui 001 (SIGMOD Conference, 2015)

A multi-source integration framework for user occupation inference in social media systems. - Yanxiang Huang; Lele Yu; Xiang Wang; Bin Cui 001 (World Wide Web, 2015)

Heterogeneity-aware Distributed Parameter Servers. - Jiawei Jiang 001; Bin Cui 001; Ce Zhang 001; Lele Yu (SIGMOD Conference, 2017)

LDA*: A Robust and Large-scale Topic Modeling System. - Lele Yu; Bin Cui 001; Ce Zhang 001; Yingxia Shao (Proc. VLDB Endow., 2017)

GVoS: A General System for Near-Duplicate Video-Related Applications on Storm. - Jiawei Jiang 001; Yunhai Tong; Hua Lu 001; Bin Cui 001; Kai Lei; Lele Yu (ACM Trans. Inf. Syst., 2017)

GLM+: An Efficient System for Generalized Linear Models. - Lele Yu; Lingyu Wang; Yingxia Shao; Long Guo; Bin Cui 001 (BigComp, 2018)

MLlib*: Fast Training of GLMs Using Spark MLlib. - Zhipeng Zhang; Jiawei Jiang 001; Wentao Wu 001; Ce Zhang 001; Lele Yu; Bin Cui 001 (ICDE, 2019)

PS2: Parameter Server on Spark. - Zhipeng Zhang; Bin Cui 001; Yingxia Shao; Lele Yu; Jiawei Jiang 001; Xupeng Miao (SIGMOD Conference, 2019)

PSGraph: How Tencent trains extremely large-scale graphs with Spark? - Jiawei Jiang 001; Pin Xiao; Lele Yu; Xiaosen Li; Jiefeng Cheng; Xupeng Miao; Zhipeng Zhang; Bin Cui 001 (ICDE, 2020)

C olumnSGD: A Column-oriented Framework for Distributed Stochastic Gradient Descent. - Zhipeng Zhang; Wentao Wu 001; Jiawei Jiang 001; Lele Yu; Bin Cui 001; Ce Zhang 001 (ICDE, 2020)

CuWide: Towards Efficient Flow-based Training for Sparse Wide Models on GPUs (Extended Abstract). - Xupeng Miao; Lingxiao Ma; Zhi Yang 001; Yingxia Shao; Bin Cui 001; Lele Yu; Jiawei Jiang 001 (ICDE, 2021)

VF2Boost: Very Fast Vertical Federated Gradient Boosting for Cross-Enterprise Learning. - Fangcheng Fu; Yingxia Shao; Lele Yu; Jiawei Jiang 001; Huanran Xue; Yangyu Tao; Bin Cui 001 (SIGMOD Conference, 2021)

Sys-TM: A Fast and General Topic Modeling System. - Yingxia Shao; Xupeng Li; Yiru Chen; Lele Yu; Bin Cui 001 (IEEE Trans. Knowl. Data Eng., 2021)

Sensorless control of Permanent Magnet Synchronous motor based on Optimization of non-singular Fast terminal sliding mode observer. - Wenyan Nie; Zhonggen Wang; Lele Yu; Jun-Wen Mu (Mechatron. Syst. Control., 2022)

CuWide: Towards Efficient Flow-Based Training for Sparse Wide Models on GPUs. - Xupeng Miao; Lingxiao Ma; Zhi Yang 001; Yingxia Shao; Bin Cui 001; Lele Yu; Jiawei Jiang 001 (IEEE Trans. Knowl. Data Eng., 2022)

Primus: Unified Training System for Large-Scale Deep Learning Recommendation Models. - Jixi Shan; Xiuqi Huang; Yang Guo; Hongyue Mao; Ho-Pang Hsu; Hang Cheng; Can Wang; Jun Song; Rui Shi; Xiaofeng Gao 001; Jingwei Xu; Shiru Ren; et al. (USENIX ATC, 2025)

LONGER: Scaling Up Long Sequence Modeling in Industrial Recommenders. - Zheng Chai; Qin Ren; Xijun Xiao; Huizhi Yang; Bo Han; Sijun Zhang; Di Chen; Hui Lu; Wenlin Zhao; Lele Yu; Xionghang Xie; Shiru Ren; et al. (CoRR, 2025)