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Hui Miao
Hui Miao
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Knowledge graph identification
J Pujara, H Miao, L Getoor, W Cohen
The Semantic Web–ISWC 2013: 12th International Semantic Web Conference …, 2013
4292013
Towards unified data and lifecycle management for deep learning
H Miao, A Li, LS Davis, A Deshpande
2017 IEEE 33rd International Conference on Data Engineering (ICDE), 571-582, 2017
151*2017
Provdb: Lifecycle management of collaborative analysis workflows
H Miao, A Chavan, A Deshpande
Proceedings of the 2nd Workshop on Human-in-the-Loop Data Analytics, 1-6, 2017
762017
Apparatus and method for providing image
J Jeong, SH Park, H Miao
US Patent App. 12/982,207, 2011
762011
Modelhub: Deep learning lifecycle management
H Miao, A Li, LS Davis, A Deshpande
2017 IEEE 33rd International Conference on Data Engineering (ICDE), 1393-1394, 2017
622017
Production machine learning pipelines: Empirical analysis and optimization opportunities
D Xin, H Miao, A Parameswaran, N Polyzotis
Proceedings of the 2021 International Conference on Management of Data, 2639 …, 2021
582021
Star: Semiring trust inference for trust-aware social recommenders
P Gao, H Miao, JS Baras, J Golbeck
Proceedings of the 10th ACM conference on Recommender systems, 301-308, 2016
442016
Ontology-aware partitioning for knowledge graph identification
J Pujara, H Miao, L Getoor, WW Cohen
Proceedings of the 2013 workshop on Automated knowledge base construction, 19-24, 2013
352013
Continuous Training for Production {ML} in the {TensorFlow} Extended ({{{{{TFX}}}}}) Platform
D Baylor, K Haas, K Katsiapis, S Leong, R Liu, C Menwald, H Miao, ...
2019 USENIX Conference on Operational Machine Learning (OpML 19), 51-53, 2019
302019
Using semantics and statistics to turn data into knowledge
J Pujara, H Miao, L Getoor, WW Cohen
AI Magazine 36 (1), 65-74, 2015
262015
Understanding data science lifecycle provenance via graph segmentation and summarization
H Miao, A Deshpande
2019 IEEE 35th International Conference on Data Engineering (ICDE), 1710-1713, 2019
232019
A hypergraph-partitioned vertex programming approach for large-scale consensus optimization
H Miao, X Liu, B Huang, L Getoor
2013 IEEE International Conference on Big Data, 563-568, 2013
232013
On model discovery for hosted data science projects
H Miao, A Li, LS Davis, A Deshpande
Proceedings of the 1st Workshop on Data Management for End-to-End Machine …, 2017
202017
Large-scale knowledge graph identification using psl
J Pujara, H Miao, L Getoor, WW Cohen
2013 AAAI Fall Symposium Series, 2013
162013
Introducing the model card toolkit for easier model transparency reporting
H Fang, H Miao, K Shukla, D Nanas, C Xu, C Greer, N Polyzotis, T Doshi, ...
Google AI Blog, 2020
132020
CATCH: A detecting algorithm for coalition attacks of hit inflation in internet advertising
C Kim, H Miao, K Shim
Information Systems 36 (8), 1105-1123, 2011
112011
Social network ad allocation via hyperbolic embedding
P Gao, H Miao, JS Baras
53rd IEEE Conference on Decision and Control, 4875-4880, 2014
92014
Method and apparatus for searching for image
J Jeong, H Miao, SH Park
US Patent 8,861,865, 2014
72014
A semantic metadata infrastructure for UPnP AV to maximize quality of user experience
H Miao, S Park
2011 IEEE Consumer Communications and Networking Conference (CCNC), 223-227, 2011
52011
Provenance Management for Collaborative Data Science Workflows
H Miao
University of Maryland, College Park, 2018
32018
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