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2020 – today
- 2022
[j6]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)- [j5]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): 4119-4132 (2022) - 2021
- [j4]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): 2790-2802 (2021) - [c10]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: 2330-2331 - [c9]Fangcheng Fu, Yingxia Shao, Lele Yu, Jiawei Jiang, Huanran Xue, Yangyu Tao, Bin Cui:
VF2Boost: Very Fast Vertical Federated Gradient Boosting for Cross-Enterprise Learning. SIGMOD Conference 2021: 563-576 - 2020
- [c8]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: 1513-1524 - [c7]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: 1549-1557
2010 – 2019
- 2019
- [c6]Zhipeng Zhang, Jiawei Jiang, Wentao Wu, Ce Zhang, Lele Yu, Bin Cui:
MLlib*: Fast Training of GLMs Using Spark MLlib. ICDE 2019: 1778-1789 - [c5]Zhipeng Zhang, Bin Cui, Yingxia Shao, Lele Yu, Jiawei Jiang, Xupeng Miao:
PS2: Parameter Server on Spark. SIGMOD Conference 2019: 376-388 - 2018
- [c4]Lele Yu, Lingyu Wang, Yingxia Shao, Long Guo, Bin Cui:
GLM+: An Efficient System for Generalized Linear Models. BigComp 2018: 293-300 - 2017
- [j3]Lele Yu, Bin Cui, Ce Zhang, Yingxia Shao:
LDA*: A Robust and Large-scale Topic Modeling System. Proc. VLDB Endow. 10(11): 1406-1417 (2017) - [j2]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): 3:1-3:36 (2017) - [c3]Jiawei Jiang, Bin Cui, Ce Zhang, Lele Yu:
Heterogeneity-aware Distributed Parameter Servers. SIGMOD Conference 2017: 463-478 - 2015
- [j1]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): 1247-1267 (2015) - [c2]Lele Yu, Yingxia Shao, Bin Cui:
Exploiting Matrix Dependency for Efficient Distributed Matrix Computation. SIGMOD Conference 2015: 93-105 - 2013
- [c1]Xiang Wang, Lele Yu, Junjie Yao, Bin Cui:
A Multiple Feature Integration Model to Infer Occupation from Social Media Records. WISE (2) 2013: 137-150
Coauthor Index
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