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Shangyu Luo
Observed name:
Luo, Shangyu
Institution:
ByteDance (China)
Observed institutions:
ByteDance (China),
Rice University
ORCID:
0000-0002-6650-8531
Observed ORCID:
0000-0002-6650-8531
OpenAlex ID:
A5014313463
A comparison of platforms for implementing and running very large scale machine learning algorithms
2014
·
Zhuhua Cai
, Zekai J. Gao
, et al.
·
Proceedings - ACM-SIGMOD International Conference on Management of Data
·
53
Scalable Linear Algebra on a Relational Database System
2017
·
Shangyu Luo
, Zekai J. Gao
, et al.
·
Proceedings - International Conference on Data Engineering
·
50
ByteHTAP
2022
·
Jianjun Chen
, Yonghua Ding
, et al.
·
Proceedings of the VLDB Endowment
·
37
SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning.
2017
·
Tarek Elgamal
, Shangyu Luo
, et al.
·
Conference on Innovative Data Systems Research
·
34
Declarative Recursive Computation on an RDBMS, or, Why You Should Use a Database For Distributed Machine Learning
2019
·
Jankov, Dimitrije
, Luo, Shangyu
, et al.
·
arXiv (Cornell University)
·
33
PDF
Scalable Linear Algebra on a Relational Database System
2018
·
Shangyu Luo
, Zekai J. Gao
, et al.
·
ACM SIGMOD Record
·
25
Scalable Linear Algebra on a Relational Database System
2018
·
Shangyu Luo
, Zekai J. Gao
, et al.
·
IEEE Transactions on Knowledge and Data Engineering
·
25
Declarative Recursive Computation on an RDBMS
2019
·
Dimitrije Jankov
, Shangyu Luo
, et al.
·
ACM SIGMOD Record
·
22
The BUDS Language for Distributed Bayesian Machine Learning
2017
·
Zekai J. Gao
, Shangyu Luo
, et al.
·
20
PDF
PlinyCompute
2018
·
Jia Zou
, R. Matthew Barnett
, et al.
·
Proceedings - ACM-SIGMOD International Conference on Management of Data
·
15
PDF
Scalable linear algebra on a relational database system
2020
·
Shangyu Luo
, Zekai J. Gao
, et al.
·
Communications of the ACM
·
12
Automatic Optimization of Matrix Implementations for Distributed Machine Learning and Linear Algebra
2021
·
Shangyu Luo
, Dimitrije Jankov
, et al.
·
Proceedings - ACM-SIGMOD International Conference on Management of Data
·
9
PDF
Distributed numerical and machine learning computations via two-phase execution of aggregated join trees
2021
·
Dimitrije Jankov
, Binhang Yuan
, et al.
·
Proceedings of the VLDB Endowment
·
9
Declarative Recursive Computation on an RDBMS, or, Why You Should Use a Database For Distributed Machine Learning
2019
·
Jankov, Dimitrije
, Luo, Shangyu
, et al.
·
arXiv (Cornell University)
·
7
Accelerating Cloud-Native Databases with Distributed PMem Stores
2023
·
Jason Sun
, Haoxiang Ma
, et al.
·
Proceedings - International Conference on Data Engineering
·
5
veDB-HTAP: A Highly Integrated, Efficient and Adaptive HTAP System
2025
·
Jianjun Chen
, Li Zhang
, et al.
·
Proceedings of the VLDB Endowment
·
3
AdaNDV: Adaptive Number of Distinct Value Estimation via Learning to Select and Fuse Estimators
2024
·
Xianghong Xu
, Tieying Zhang
, et al.
·
Proceedings of the VLDB Endowment
·
2
PDF
PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development
2017
·
Zou, Jia
, Barnett, R. Matthew
, et al.
·
arXiv (Cornell University)
·
1
PDF
Automatic Matrix Format Exploration for Large Scale Linear Algebra
2020
·
Shangyu Luo
·
Rice Research Repository (Rice University)
Adding Vector and Matrix Support to SimSQL
2016
·
Shangyu Luo
·
Rice Research Repository (Rice University)
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Works count:
20
Citation count:
362
H-index:
11
I10-index:
11
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