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Xu Chu
Xu Chu
Senior Staff Software Engineer, Celonis; Assistant Professor, Georgia Tech.
Verified email at cc.gatech.edu - Homepage
Title
Cited by
Cited by
Year
Data cleaning: Overview and emerging challenges
X Chu, IF Ilyas, S Krishnan, J Wang
Proceedings of the 2016 international conference on management of data, 2201 …, 2016
6872016
Holoclean: Holistic data repairs with probabilistic inference
T Rekatsinas, X Chu, IF Ilyas, C Ré
arXiv preprint arXiv:1702.00820, 2017
5492017
Holistic data cleaning: Putting violations into context
X Chu, IF Ilyas, P Papotti
2013 IEEE 29th International Conference on Data Engineering (ICDE), 458-469, 2013
4522013
Katara: A data cleaning system powered by knowledge bases and crowdsourcing
X Chu, J Morcos, IF Ilyas, M Ouzzani, P Papotti, N Tang, Y Ye
Proceedings of the 2015 ACM SIGMOD international conference on management of …, 2015
4122015
Data cleaning
IF Ilyas, X Chu
Morgan & Claypool, 2019
3432019
Discovering denial constraints
X Chu, IF Ilyas, P Papotti
Proceedings of the VLDB Endowment 6 (13), 1498-1509, 2013
3202013
Detecting data errors: Where are we and what needs to be done?
Z Abedjan, X Chu, D Deng, RC Fernandez, IF Ilyas, M Ouzzani, P Papotti, ...
Proceedings of the VLDB Endowment 9 (12), 993-1004, 2016
3082016
Trends in cleaning relational data: Consistency and deduplication
IF Ilyas, X Chu
Foundations and Trends® in Databases 5 (4), 281-393, 2015
1992015
Cleanml: A study for evaluating the impact of data cleaning on ml classification tasks
P Li, X Rao, J Blase, Y Zhang, X Chu, C Zhang
2021 IEEE 37th International Conference on Data Engineering (ICDE), 13-24, 2021
1162021
CLAMS: bringing quality to data lakes
M Farid, A Roatis, IF Ilyas, HF Hoffmann, X Chu
Proceedings of the 2016 International Conference on Management of Data, 2089 …, 2016
1162016
Distributed data deduplication
X Chu, IF Ilyas, P Koutris
Proceedings of the VLDB Endowment 9 (11), 864-875, 2016
1002016
Zeroer: Entity resolution using zero labeled examples
R Wu, S Chaba, S Sawlani, X Chu, S Thirumuruganathan
Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020
992020
Transform-data-by-example (TDE) an extensible search engine for data transformations
Y He, X Chu, K Ganjam, Y Zheng, V Narasayya, S Chaudhuri
Proceedings of the VLDB Endowment 11 (10), 1165-1177, 2018
832018
Qualitative data cleaning
X Chu, IF Ilyas
Proceedings of the VLDB Endowment 9 (13), 1605-1608, 2016
832016
Cleanml: A benchmark for joint data cleaning and machine learning [experiments and analysis]
P Li, X Rao, J Blase, Y Zhang, X Chu, C Zhang
arXiv preprint arXiv:1904.09483 75, 2019
642019
Tegra: Table extraction by global record alignment
X Chu, Y He, K Chakrabarti, K Ganjam
Proceedings of the 2015 ACM SIGMOD international conference on management of …, 2015
532015
Nearest neighbor classifiers over incomplete information: From certain answers to certain predictions
B Karlaš, P Li, R Wu, NM Gürel, X Chu, W Wu, C Zhang
arXiv preprint arXiv:2005.05117, 2020
522020
Omnifair: A declarative system for model-agnostic group fairness in machine learning
H Zhang, X Chu, A Asudeh, SB Navathe
Proceedings of the 2021 international conference on management of data, 2076 …, 2021
502021
KATARA: reliable data cleaning with knowledge bases and crowdsourcing
X Chu, J Morcos, IF Ilyas, M Ouzzani, P Papotti, N Tang, Y Ye
Proceedings of the VLDB Endowment 8 (12), 1952-1955, 2015
482015
Sema-join: joining semantically-related tables using big table corpora
Y He, K Ganjam, X Chu
Proceedings of the VLDB Endowment 8 (12), 1358-1369, 2015
482015
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Articles 1–20