Yucheng Low
机构: Graduate Student, Carnegie Mellon University
每年引用次数
引用次数
引用: 7,686
H-指数: 17
I10-指数 : 20
出版物: 35
AWASTHI, Pranjal CMU-ML-13-107 BRADLEY, Joseph K. CMU-ML-13-100 CASTELLANOS, Lucia CMU-ML-13-108 CHEN, Xi CMU-ML-13-105
James CIPAR , Henggang CUI , Gregory R GANGER , Phillip B GIBBONS
2013 Theses by Author
Pranjal AWASTHI , Joseph K BRADLEY , Lucia CASTELLANOS , Xi CHEN
PowerGraph: distributed graph-parallel computation on natural graphs
Joseph E Gonzalez , Yucheng Low , Haijie Gu , Danny Bickson
operating systems design and implementation 17 -30
2,242
2012
Residual Splash for Optimally Parallelizing Belief Propagation
Carlos Guestrin , Yucheng Low , Joseph Gonzalez
international conference on artificial intelligence and statistics 177 -184
180
2009
Kernel Belief Propagation
Danny Bickson , Carlos Guestrin , Le Song , Yucheng Low
international conference on artificial intelligence and statistics 707 -715
84
2011
Parallel Gibbs Sampling: From Colored Fields to Thin Junction Trees
Carlos Guestrin , Yucheng Low , Joseph Gonzalez , Arthur Gretton
international conference on artificial intelligence and statistics 324 -332
98
2011
Distributed GraphLab: A Framework for Machine Learning in the Cloud
Danny Bickson , Aapo Kyrola , Carlos Guestrin , Joseph M. Hellerstein
arXiv: Databases
2,372
2012
GraphLab: A New Framework for Parallel Machine Learning
Danny Bickson , Aapo Kyrola , Carlos E. Guestrin , Joseph Hellerstein
arXiv: Learning
1,030
2010
Data Platform for Machine Learning
Pulkit Agrawal , Rajat Arya , Aanchal Bindal , Sandeep Bhatia
international conference on management of data 1803 -1816
8
2019
Fast top-k similarity queries via matrix compression
Yucheng Low , Alice X. Zheng
Proceedings of the 21st ACM international conference on Information and knowledge management - CIKM '12 2070 -2074
11
2012
Multiple domain user personalization
Yucheng Low , Deepak Agarwal , Alexander J Smola ,
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '11 123 -131
26
2011
Scalable distributed inference of dynamic user interests for behavioral targeting
Amr Ahmed , Yucheng Low , Mohamed Aly , Vanja Josifovski
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '11 114 -122
216
2011
Parallel belief propagation in factor graphs
Joseph Gonzalez , Yucheng Low , Carlos Guestrin
Scaling Up Machine Learning: Parallel and Distributed Approaches
4
2011
Git is for data
Yucheng Low , Rajat Arya , Ajit Banerjee , Ann Huang
Smpte Journal
2023
Graphlab: A new parallel framework for machine learning
Yucheng Low , Joseph Gonzalez , Aapo Kyrola , Danny Bickson
Conference on uncertainty in artificial intelligence (UAI) 20
453
2010
Distributed parallel inference on large factor graphs
Joseph E Gonzalez , Yucheng Low , Carlos E Guestrin , David O'Hallaron
arXiv preprint arXiv:1205.2645
87
2012
User-interface for developing applications that apply machine learning
Yucheng Low , Tim Muss , Zach Nation , Eric Wolfe
78
2021
Graphlab: A distributed framework for machine learning in the cloud
Yucheng Low , Joseph Gonzalez , Aapo Kyrola , Danny Bickson
arXiv preprint arXiv:1107.0922
30
2011
Systems and methods for optimizing performance of graph operations
Haijie Gu , Yucheng Low , Carlos Guestrin
22
2019
Parallel splash belief propagation
Joseph Gonzalez , Yucheng Low , Carlos Guestrin
J. Mach. Learn. Res 1 1 -48
11
2009