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Yucheng Low
Yucheng Low
Graduate Student, Carnegie Mellon University
Verified email at cs.cmu.edu
Title
Cited by
Cited by
Year
{PowerGraph}: Distributed {Graph-Parallel} computation on natural graphs
JE Gonzalez, Y Low, H Gu, D Bickson, C Guestrin
10th USENIX symposium on operating systems design and implementation (OSDI …, 2012
25582012
Distributed graphlab: A framework for machine learning in the cloud
Y Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin, JM Hellerstein
arXiv preprint arXiv:1204.6078, 2012
25382012
Graphlab: A new framework for parallel machine learning
Y Low, JE Gonzalez, A Kyrola, D Bickson, CE Guestrin, J Hellerstein
arXiv preprint arXiv:1408.2041, 2014
11342014
Graphlab: A new parallel framework for machine learning
Y Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin, JM Hellerstein
Conference on uncertainty in artificial intelligence (UAI) 20, 2010
4562010
Scalable distributed inference of dynamic user interests for behavioral targeting
A Ahmed, Y Low, M Aly, V Josifovski, AJ Smola
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
1962011
Parallel gibbs sampling: From colored fields to thin junction trees
J Gonzalez, Y Low, A Gretton, C Guestrin
Proceedings of the Fourteenth International Conference on Artificial …, 2011
1952011
Residual splash for optimally parallelizing belief propagation
J Gonzalez, Y Low, C Guestrin
Artificial Intelligence and Statistics, 177-184, 2009
1852009
User-interface for developing applications that apply machine learning
Y Low, T Muss, Z Nation, E Wolfe, B Kent, C DuBois, A Zheng, P Wang, ...
US Patent 10,928,970, 2021
982021
Kernel belief propagation
L Song, A Gretton, D Bickson, Y Low, C Guestrin
Proceedings of the Fourteenth International Conference on Artificial …, 2011
912011
Distributed parallel inference on large factor graphs
JE Gonzalez, Y Low, CE Guestrin, D O'Hallaron
arXiv preprint arXiv:1205.2645, 2012
882012
Data platform for machine learning
P Agrawal, R Arya, A Bindal, S Bhatia, A Gagneja, J Godlewski, Y Low, ...
Proceedings of the 2019 international conference on management of data, 1803 …, 2019
432019
Multiple domain user personalization
Y Low, D Agarwal, AJ Smola
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
432011
Graphlab: A distributed abstraction for large scale machine learning
Y Low
University of California, 2013
372013
Graphlab: A distributed framework for machine learning in the cloud
Y Low, J Gonzalez, A Kyrola, D Bickson, C Guestrin
arXiv preprint arXiv:1107.0922, 2011
312011
Systems and methods for optimizing performance of graph operations
H Gu, Y Low, C Guestrin
US Patent 10,262,078, 2019
262019
Joseph
Y Low
Distributed GraphLab: A framework for machine learning and data mining in …, 2012
232012
Efficient multicore collaborative filtering
Y Wu, Q Yan, D Bickson, Y Low, Q Yang
arXiv preprint arXiv:1108.2580, 2011
172011
Data management platform for machine learning models
R Arya, P Agrawal, Z Kaiyu, Y Low, JE Godlewski, MM Paliwal, V Shah, ...
US Patent App. 16/583,137, 2020
142020
Fast top-k similarity queries via matrix compression
Y Low, AX Zheng
Proceedings of the 21st ACM international conference on information and …, 2012
122012
Parallel splash belief propagation
J Gonzalez, Y Low, C Guestrin
J. Mach. Learn. Res 1, 1-48, 2009
112009
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