Lele Yu

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 13

Top Topics

Generalized Linear Models

Permanent Magnet Synchronous

Probabilistic Latent Semantic Analysis

Top Venues

SIGMOD Conference

IEEE Trans. Knowl. Data Eng.

Proc. VLDB Endow.

Publications

Wenyan Nie, Zhonggen Wang, Lele Yu, Jun-Wen Mu
Sensorless control of Permanent Magnet Synchronous motor based on Optimization of non-singular Fast terminal sliding mode observer. Mechatron. Syst. Control. 50 (3) (2022)
Xupeng Miao, Lingxiao Ma, Zhi Yang, Yingxia Shao, Bin Cui, Lele Yu, Jiawei Jiang
CuWide: Towards Efficient Flow-Based Training for Sparse Wide Models on GPUs. IEEE Trans. Knowl. Data Eng. 34 (9) (2022)
Fangcheng Fu, Yingxia Shao, Lele Yu, Jiawei Jiang, Huanran Xue, Yangyu Tao, Bin Cui
Boost: Very Fast Vertical Federated Gradient Boosting for Cross-Enterprise Learning. SIGMOD Conference (2021)
Yingxia Shao, Xupeng Li, Yiru Chen, Lele Yu, Bin Cui
Sys-TM: A Fast and General Topic Modeling System. IEEE Trans. Knowl. Data Eng. 33 (6) (2021)
Xupeng Miao, Lingxiao Ma, Zhi Yang, Yingxia Shao, Bin Cui, Lele Yu, Jiawei Jiang
CuWide: Towards Efficient Flow-based Training for Sparse Wide Models on GPUs (Extended Abstract). ICDE (2021)
Zhipeng Zhang, Wentao Wu, Jiawei Jiang, Lele Yu, Bin Cui, Ce Zhang
C olumnSGD: A Column-oriented Framework for Distributed Stochastic Gradient Descent. ICDE (2020)
Jiawei Jiang, Pin Xiao, Lele Yu, Xiaosen Li, Jiefeng Cheng, Xupeng Miao, Zhipeng Zhang, Bin Cui
PSGraph: How Tencent trains extremely large-scale graphs with Spark? ICDE (2020)
Zhipeng Zhang, Bin Cui, Yingxia Shao, Lele Yu, Jiawei Jiang, Xupeng Miao
PS2: Parameter Server on Spark. SIGMOD Conference (2019)
Zhipeng Zhang, Jiawei Jiang, Wentao Wu, Ce Zhang, Lele Yu, Bin Cui
MLlib*: Fast Training of GLMs Using Spark MLlib. ICDE (2019)
Lele Yu, Lingyu Wang, Yingxia Shao, Long Guo, Bin Cui
GLM+: An Efficient System for Generalized Linear Models. BigComp (2018)
Lele Yu, Bin Cui, Ce Zhang, Yingxia Shao
LDA*: A Robust and Large-scale Topic Modeling System. Proc. VLDB Endow. 10 (11) (2017)
Jiawei Jiang, Bin Cui, Ce Zhang, Lele Yu
Heterogeneity-aware Distributed Parameter Servers. SIGMOD Conference (2017)
Jiawei Jiang, Yunhai Tong, Hua Lu, Bin Cui, Kai Lei, Lele Yu
GVoS: A General System for Near-Duplicate Video-Related Applications on Storm. ACM Trans. Inf. Syst. 36 (1) (2017)
Lele Yu, Yingxia Shao, Bin Cui
Exploiting Matrix Dependency for Efficient Distributed Matrix Computation. SIGMOD Conference (2015)
Yanxiang Huang, Lele Yu, Xiang Wang, Bin Cui
A multi-source integration framework for user occupation inference in social media systems. World Wide Web 18 (5) (2015)
Xiang Wang, Lele Yu, Junjie Yao, Bin Cui
A Multiple Feature Integration Model to Infer Occupation from Social Media Records. WISE (2) (2013)