| Knowledge graph identification J Pujara, H Miao, L Getoor, W Cohen The Semantic Web–ISWC 2013: 12th International Semantic Web Conference …, 2013 | 415 | 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 | 149* | 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 | 72* | 2017 |
| Apparatus and method for providing image J Jeong, SH Park, H Miao US Patent App. 12/982,207, 2011 | 66 | 2011 |
| 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 | 60 | 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 | 52 | 2021 |
| 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 | 44 | 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 | 35 | 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 | 27 | 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 | 27 | 2015 |
| 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 |
| 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 | 21 | 2019 |
| 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 |
| Large-scale knowledge graph identification using psl J Pujara, H Miao, L Getoor, WW Cohen 2013 AAAI Fall Symposium Series, 2013 | 18 | 2013 |
| 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 | 12 | 2020 |
| 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 | 6 | 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 |
| Provenance Management for Collaborative Data Science Workflows H Miao University of Maryland, College Park, 2018 | 3 | 2018 |
Lise GetoorProfessor of Computer Science, University of California, Santa CruzVerified email at ucsc.edu
