Xu Chu
Xu Chu
Assistant Professor, Georgia Institute of Technology
Verified email at cc.gatech.edu - Homepage
TitleCited byYear
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
2192013
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
1872015
Discovering denial constraints
X Chu, IF Ilyas, P Papotti
Proceedings of the VLDB Endowment 6 (13), 1498-1509, 2013
1432013
Holoclean: Holistic data repairs with probabilistic inference
T Rekatsinas, X Chu, IF Ilyas, C Ré
arXiv preprint arXiv:1702.00820, 2017
1122017
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
1122016
Trends in cleaning relational data: Consistency and deduplication
IF Ilyas, X Chu
Foundations and Trends® in Databases 5 (4), 281-393, 2015
872015
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
762016
Distributed data deduplication
X Chu, IF Ilyas, P Koutris
Proceedings of the VLDB Endowment 9 (11), 864-875, 2016
412016
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
392016
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
272015
RuleMiner: Data quality rules discovery
X Chu, IF Ilyas, P Papotti, Y Ye
2014 IEEE 30th International Conference on Data Engineering, 1222-1225, 2014
202014
Qualitative data cleaning
X Chu, IF Ilyas
Proceedings of the VLDB Endowment 9 (13), 1605-1608, 2016
192016
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
142015
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
112015
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
102018
Joining semantically-related data using big table corpora
Y He, KK Ganjam, X Chu
US Patent 10,198,471, 2019
42019
Transform-Data-by-Example (TDE) Extensible Data Transformation in Excel
Y He, K Ganjam, K Lee, Y Wang, V Narasayya, S Chaudhuri, X Chu, ...
Proceedings of the 2018 International Conference on Management of Data, 1785 …, 2018
32018
PIClean: A Probabilistic and Interactive Data Cleaning System
Z Yu, X Chu
Proceedings of the 2019 International Conference on Management of Data, 2021 …, 2019
12019
Data Cleaning
IF Ilyas, X Chu
Morgan & Claypool, 2019
12019
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, 2019
12019
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