Lele Yu

20 papers A* 4A 1Journal 8Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
DP-PartFIM: Frequent Itemset Mining Using Differential Privacy and Partition.
IEEE Trans. Emerg. Top. Comput.
Xinyu Liu, Wensheng Gan, Lele Yu, Yi-Ning Liu
2025 A conf
LONGER: Scaling Up Long Sequence Modeling in Industrial Recommenders.
RecSys
Zheng Chai, Qin Ren, Xijun Xiao, Huizhi Yang, Bo Han, Sijun Zhang, Di Chen, Hui Lu, Wenlin Zhao, Lele Yu, Xionghang Xie, Shiru Ren, Xiang Sun, Yaocheng Tan, Peng Xu, Yuchao Zheng, Di Wu
2025 J jnl
LONGER: Scaling Up Long Sequence Modeling in Industrial Recommenders.
CoRR
Zheng Chai, Qin Ren, Xijun Xiao, Huizhi Yang, Bo Han, Sijun Zhang, Di Chen, Hui Lu, Wenlin Zhao, Lele Yu, Xionghang Xie, Shiru Ren, Xiang Sun, Yaocheng Tan, Peng Xu, Yuchao Zheng, Di Wu
2025 — conf
Primus: Unified Training System for Large-Scale Deep Learning Recommendation Models.
USENIX ATC
Jixi Shan, Xiuqi Huang, Yang Guo, Hongyue Mao, Ho-Pang Hsu, Hang Cheng, Can Wang, Jun Song, Rui Shi, Xiaofeng Gao, Jingwei Xu, Shiru Ren, Jiaxiao Zheng, Hua Huang, Lele Yu, Peng Xu, Guihai Chen
2022 J jnl
CuWide: Towards Efficient Flow-Based Training for Sparse Wide Models on GPUs.
IEEE Trans. Knowl. Data Eng.
Xupeng Miao, Lingxiao Ma, Zhi Yang, Yingxia Shao, Bin Cui, Lele Yu, Jiawei Jiang
2022 J jnl
Sensorless control of Permanent Magnet Synchronous motor based on Optimization of non-singular Fast terminal sliding mode observer.
Mechatron. Syst. Control.
Wenyan Nie, Zhonggen Wang, Lele Yu, Jun-Wen Mu
2021 A* conf
CuWide: Towards Efficient Flow-based Training for Sparse Wide Models on GPUs (Extended Abstract).
ICDE
Xupeng Miao, Lingxiao Ma, Zhi Yang, Yingxia Shao, Bin Cui, Lele Yu, Jiawei Jiang
2021 J jnl
Sys-TM: A Fast and General Topic Modeling System.
IEEE Trans. Knowl. Data Eng.
Yingxia Shao, Xupeng Li, Yiru Chen, Lele Yu, Bin Cui
2021 — conf
VF
SIGMOD Conference
Fangcheng Fu, Yingxia Shao, Lele Yu, Jiawei Jiang, Huanran Xue, Yangyu Tao, Bin Cui
2020 A* conf
C olumnSGD: A Column-oriented Framework for Distributed Stochastic Gradient Descent.
ICDE
Zhipeng Zhang, Wentao Wu, Jiawei Jiang, Lele Yu, Bin Cui, Ce Zhang
2020 A* conf
PSGraph: How Tencent trains extremely large-scale graphs with Spark?
ICDE
Jiawei Jiang, Pin Xiao, Lele Yu, Xiaosen Li, Jiefeng Cheng, Xupeng Miao, Zhipeng Zhang, Bin Cui
2019 A* conf
MLlib*: Fast Training of GLMs Using Spark MLlib.
ICDE
Zhipeng Zhang, Jiawei Jiang, Wentao Wu, Ce Zhang, Lele Yu, Bin Cui
2019 — conf
PS2: Parameter Server on Spark.
SIGMOD Conference
Zhipeng Zhang, Bin Cui, Yingxia Shao, Lele Yu, Jiawei Jiang, Xupeng Miao
2018 — conf
GLM+: An Efficient System for Generalized Linear Models.
BigComp
Lele Yu, Lingyu Wang, Yingxia Shao, Long Guo, Bin Cui
2017 J jnl
GVoS: A General System for Near-Duplicate Video-Related Applications on Storm.
ACM Trans. Inf. Syst.
Jiawei Jiang, Yunhai Tong, Hua Lu, Bin Cui, Kai Lei, Lele Yu
2017 — conf
Heterogeneity-aware Distributed Parameter Servers.
SIGMOD Conference
Jiawei Jiang, Bin Cui, Ce Zhang, Lele Yu
2017 J jnl
LDA*: A Robust and Large-scale Topic Modeling System.
Proc. VLDB Endow.
Lele Yu, Bin Cui, Ce Zhang, Yingxia Shao
2015 J jnl
A multi-source integration framework for user occupation inference in social media systems.
World Wide Web
Yanxiang Huang, Lele Yu, Xiang Wang, Bin Cui
2015 — conf
Exploiting Matrix Dependency for Efficient Distributed Matrix Computation.
SIGMOD Conference
Lele Yu, Yingxia Shao, Bin Cui
2013 — conf
A Multiple Feature Integration Model to Infer Occupation from Social Media Records.
WISE (2)
Xiang Wang, Lele Yu, Junjie Yao, Bin Cui