Hui Miao

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Lise GetoorDistinguished Professor of Computer Science & Engineering, University of California, Santa CruzAdresse e-mail validée de ucsc.edu
Amol DeshpandeUniversity of MarylandAdresse e-mail validée de cs.umd.edu
Jay PujaraResearch Associate Professor, University of Southern CaliforniaAdresse e-mail validée de cs.umd.edu
William W. CohenCMU and Google DeepMindAdresse e-mail validée de google.com
Larry DavisProfessor of Computer Science, University of MarylandAdresse e-mail validée de cs.umd.edu
Ang Lisimular.aiAdresse e-mail validée de angli.ai
Neoklis PolyzotisDatabricksAdresse e-mail validée de databricks.com
John S. BarasProfessor of Ellectrical and Computer Engineering, University of MarylandAdresse e-mail validée de umd.edu
Peixin GaoUniversity of Maryland, College ParkAdresse e-mail validée de umd.edu
Amit ChavanEngineer, SnowflakeAdresse e-mail validée de cs.umd.edu
Aditya ParameswaranAssociate Professor, UC BerkeleyAdresse e-mail validée de berkeley.edu
Doris XinUniversity of California, BerkeleyAdresse e-mail validée de berkeley.edu
Jennifer GolbeckUniversity of Maryland, College ParkAdresse e-mail validée de umd.edu
MohammadTaghi HajiaghayiACM Fellow, Jack and Rita Minker Professor of Computer Science, University of Maryland, College ParkAdresse e-mail validée de cs.umd.edu
Bert HuangAssistant Professor, Tufts University Department of Computer ScienceAdresse e-mail validée de vt.edu
Kyuseok ShimProfessor of Electrical and Computer Engineering Department, Seoul National University, KoreaAdresse e-mail validée de kdd.snu.ac.kr

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Hui Miao

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Database Machine Learning


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Knowledge graph identification J Pujara, H Miao, L Getoor, W Cohen The Semantic Web–ISWC 2013: 12th International Semantic Web Conference …, 2013	472	2013
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	160*	2017
Apparatus and method for providing image J Jeong, SH Park, H Miao US Patent App. 12/982,207, 2011	80	2011
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	79	2017
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	78	2021
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	73	2017
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	46	2016
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	43	2013
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	37	2019
Using semantics and statistics to turn data into knowledge J Pujara, H Miao, L Getoor, WW Cohen AI Magazine 36 (1), 65-74, 2015	34	2015
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	25	2019
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	23	2013
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	20	2017
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	19	2020
Large-scale knowledge graph identification using psl J Pujara, H Miao, L Getoor, WW Cohen 2013 AAAI Fall Symposium Series, 2013	17	2013
Distilling vision-language models on millions of videos Y Zhao, L Zhao, X Zhou, J Wu, CT Chu, H Miao, F Schroff, H Adam, T Liu, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024	15	2024
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	11	2011
Social network ad allocation via hyperbolic embedding P Gao, H Miao, JS Baras 53rd IEEE Conference on Decision and Control, 4875-4880, 2014	9	2014
Method and apparatus for searching for image J Jeong, H Miao, SH Park US Patent 8,861,865, 2014	7	2014
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	5	2011

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