Shangyu Luo
Cited by
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Scalable linear algebra on a relational database system
S Luo, ZJ Gao, M Gubanov, LL Perez, C Jermaine
IEEE Transactions on Knowledge and Data Engineering 31 (7), 1224-1238, 2018
A comparison of platforms for implementing and running very large scale machine learning algorithms
Z Cai, ZJ Gao, S Luo, LL Perez, Z Vagena, C Jermaine
Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014
SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning.
T Elgamal, S Luo, M Boehm, AV Evfimievski, S Tatikonda, B Reinwald, ...
CIDR, 2017
Declarative recursive computation on an rdbms, or, why you should use a database for distributed machine learning
D Jankov, S Luo, B Yuan, Z Cai, J Zou, C Jermaine, ZJ Gao
arXiv preprint arXiv:1904.11121, 2019
The buds language for distributed bayesian machine learning
ZJ Gao, S Luo, LL Perez, C Jermaine
Proceedings of the 2017 ACM International Conference on Management of Data …, 2017
HRItk: the human-robot interaction ToolKit rapid development of speech-centric interactive systems in ROS
I Lane, V Prasad, G Sinha, A Umuhoza, S Luo, A Chandrashekaran, ...
NAACL-HLT Workshop on Future directions and needs in the Spoken Dialog …, 2012
PlinyCompute: a platform for high-performance, distributed, data-intensive tool development
J Zou, RM Barnett, T Lorido-Botran, S Luo, C Monroy, S Sikdar, ...
Proceedings of the 2018 International Conference on Management of Data, 1189 …, 2018
Hybrid: A large-scale linear-relational database management system
M Gubanov, C Jermaine, Z Gao, S Luo
MIT Annual DB Conference, 2016
Distributed numerical and machine learning computations via two-phase execution of aggregated join trees
D Jankov, B Yuan, S Luo, C Jermaine
Proceedings of the VLDB Endowment 14 (7), 1228-1240, 2021
Automatic Matrix Format Exploration for Large Scale Linear Algebra
S Luo
Rice University, 2020
Declarative Recursive Computation on an RDBMS: or, Why You Should Use a Database For Distributed Machine Learning
D Jankov, S Luo, B Yuan, Z Cai, J Zou, C Jermaine, ZJ Gao
ACM SIGMOD Record 49 (1), 43-50, 2020
Adding Vector and Matrix Support to SimSQL
S Luo
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