Silu Huang
Silu Huang
Microsoft Research, University of Illinois Urbana-Champaign
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Citado por
Path problems in temporal graphs
H Wu, J Cheng, S Huang, Y Ke, Y Lu, Y Xu
Proceedings of the VLDB Endowment 7 (9), 721-732, 2014
Towards visualization recommendation systems
M Vartak, S Huang, T Siddiqui, S Madden, A Parameswaran
Acm Sigmod Record 45 (4), 34-39, 2017
Sample+ seek: Approximating aggregates with distribution precision guarantee
B Ding, S Huang, S Chaudhuri, K Chakrabarti, C Wang
Proceedings of the 2016 International Conference on Management of Data, 679-694, 2016
Efficient algorithms for temporal path computation
H Wu, J Cheng, Y Ke, S Huang, Y Huang, H Wu
IEEE Transactions on Knowledge and Data Engineering 28 (11), 2927-2942, 2016
TF-Label: A topological-folding labeling scheme for reachability querying in a large graph
J Cheng, S Huang, H Wu, AWC Fu
Proceedings of the 2013 ACM SIGMOD International Conference on Management of …, 2013
Principles of dataset versioning: Exploring the recreation/storage tradeoff
S Bhattacherjee, A Chavan, S Huang, A Deshpande, A Parameswaran
Proceedings of the VLDB endowment. International conference on very large …, 2015
Minimum spanning trees in temporal graphs
S Huang, AWC Fu, R Liu
Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015
A Human-in-the-loop Perspective on AutoML: Milestones and the Road Ahead
DJL Lee, S Macke
IEEE Data Engineering Bulletin, 2020
Navigating the data lake with datamaran: Automatically extracting structure from log datasets
Y Gao, S Huang, A Parameswaran
Proceedings of the 2018 International Conference on Management of Data, 943-958, 2018
OrpheusDB: bolt-on versioning for relational databases
S Huang, L Xu, J Liu, AJ Elmore, A Parameswaran
Proceedings of the VLDB Endowment 10 (10), 1130-1141, 2017
Temporal graph traversals: Definitions, algorithms, and applications
S Huang, J Cheng, H Wu
arXiv preprint arXiv:1401.1919, 2014
Towards a unified query language for provenance and versioning
A Chavan, S Huang, A Deshpande, A Elmore, S Madden, ...
7th USENIX Workshop on the Theory and Practice of Provenance (TaPP 15), 2015
Frugal optimization for cost-related hyperparameters
Q Wu, C Wang, S Huang
Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 10347 …, 2021
Economic hyperparameter optimization with blended search strategy
C Wang, Q Wu, S Huang, A Saied
International Conference on Learning Representations, 2021
Orpheusdb: a lightweight approach to relational dataset versioning
L Xu, S Huang, SL Hui, AJ Elmore, A Parameswaran
Proceedings of the 2017 ACM International Conference on Management of Data …, 2017
Adaptive sampling for rapidly matching histograms
S Macke, Y Zhang, S Huang, A Parameswaran
arXiv preprint arXiv:1708.05918, 2017
Aggregate-query database system and processing
B Ding, S Huang, C Wang, K Chakrabarti, S Chaudhuri
US Patent 10,740,328, 2020
Optimally leveraging density and locality for exploratory browsing and sampling
A Kim, L Xu, T Siddiqui, S Huang, S Madden, A Parameswaran
Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 1-7, 2018
Efficient configuration selection for automated machine learning
C Wang, S Huang, S Chaudhuri, B Ding
US Patent App. 16/110,419, 2020
Efficient identification of approximate best configuration of training in large datasets
S Huang, C Wang, B Ding, S Chaudhuri
Proceedings of the aaai Conference on Artificial Intelligence 33 (01), 3862-3869, 2019
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