Ihab F. Ilyas

Most-cited papers

HoloClean: Holistic Data Repairs with Probabilistic Inference
Theodoros Rekatsinas, Xu Chu, Ihab F. Ilyas, C. Ré
2017Proceedings of the VLDB Endowment623 citations
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Data Cleaning: Overview and Emerging Challenges
Xu Chu, Ihab F. Ilyas, S. Krishnan, Jiannan Wang
2016SIGMOD Conference582 citations
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KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing
Xu Chu, J. Morcos, Ihab F. Ilyas, M. Ouzzani +3 more
2015SIGMOD Conference328 citations
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Detecting Data Errors: Where are we and what needs to be done?
Ziawasch Abedjan, Xu Chu, Dong Deng, R. Fernandez +5 more
2016Proceedings of the VLDB Endowment324 citations
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BigDansing: A System for Big Data Cleansing
Zuhair Khayyat, Ihab F. Ilyas, Alekh Jindal, Samuel Madden +5 more
2015SIGMOD Conference185 citations Open access
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HoloDetect: Few-Shot Learning for Error Detection
Alireza Heidari, Joshua McGrath, Ihab F. Ilyas, Theodoros Rekatsinas
2019SIGMOD Conference183 citations Open access
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The Data Civilizer System
Dong Deng, R. Fernandez, Ziawasch Abedjan, Sibo Wang +6 more
2017Conference on Innovative Data Systems Research179 citations
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Trends in Cleaning Relational Data: Consistency and Deduplication
Ihab F. Ilyas, Xu Chu
2015Found. Trends Databases173 citations
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Data Integration: The Current Status and the Way Forward
M. Stonebraker, Ihab F. Ilyas
2018IEEE Data Engineering Bulletin159 citations
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Seeping Semantics: Linking Datasets Using Word Embeddings for Data Discovery
Raul Castro Fernandez, Essam Mansour, A. Qahtan, A. Elmagarmid +5 more
2018IEEE International Conference on Data Engineering146 citations Open access
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CLAMS: Bringing Quality to Data Lakes
Mina H. Farid, Alexandra Roatis, Ihab F. Ilyas, H. Hoffmann +1 more
2016SIGMOD Conference93 citations
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High-Throughput Vector Similarity Search in Knowledge Graphs
J. Mohoney, Anil Pacaci, S. R. Chowdhury, A. Mousavi +4 more
2023Proc. ACM Manag. Data89 citations Open access
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Learning to identify relevant studies for systematic reviews using random forest and external information
Madian Khabsa, A. Elmagarmid, Ihab F. Ilyas, H. Hammady +1 more
2016Machine-mediated learning88 citations Open access
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Distributed Data Deduplication
Xu Chu, Ihab F. Ilyas, Paraschos Koutris
2016Proceedings of the VLDB Endowment79 citations
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DataXFormer: A robust transformation discovery system
Ziawasch Abedjan, J. Morcos, Ihab F. Ilyas, M. Ouzzani +2 more
2016IEEE International Conference on Data Engineering78 citations
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Attention-based Learning for Missing Data Imputation in HoloClean
Richard Wu, Aoqian Zhang, Ihab F. Ilyas, Theodoros Rekatsinas
2020Conference on Machine Learning and Systems71 citations
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Machine Learning and Data Cleaning: Which Serves the Other?
Ihab F. Ilyas, Theodoros Rekatsinas
2022ACM Journal of Data and Information Quality64 citations
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Approximate Denial Constraints
Ester Livshits, Alireza Heidari, Ihab F. Ilyas, B. Kimelfeld
2020Proceedings of the VLDB Endowment64 citations Open access
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Top-k Nearest Neighbor Search In Uncertain Data Series
Michele Dallachiesa, Themis Palpanas, Ihab F. Ilyas
2014Proceedings of the VLDB Endowment64 citations Open access
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Kamino: Constraint-Aware Differentially Private Data Synthesis
Chang Ge, Shubhankar Mohapatra, Xi He, Ihab F. Ilyas
2020Proceedings of the VLDB Endowment60 citations
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Descriptive and prescriptive data cleaning
Anup Chalamalla, Ihab F. Ilyas, M. Ouzzani, Paolo Papotti
2014SIGMOD Conference60 citations
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APEx: Accuracy-Aware Differentially Private Data Exploration
Chang Ge, Xi He, Ihab F. Ilyas, Ashwin Machanavajjhala
2017SIGMOD Conference54 citations Open access
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KATARA: Reliable Data Cleaning with Knowledge Bases and Crowdsourcing
Xu Chu, J. Morcos, Ihab F. Ilyas, M. Ouzzani +3 more
2015Proceedings of the VLDB Endowment51 citations
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Data Quality: The Role of Empiricism
S. Sadiq, T. Dasu, Xin Dong, J. Freire +6 more
2018SGMD50 citations
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Benchmarking Smart Meter Data Analytics
Xiu-Feng Liu, Lukasz Golab, W. Golab, Ihab F. Ilyas
2015International Conference on Extending Database Technology50 citations
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Qualitative Data Cleaning
Xu Chu, Ihab F. Ilyas
2016Proceedings of the VLDB Endowment48 citations
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A Formal Framework For Probabilistic Unclean Databases
C. De Sa, Ihab F. Ilyas, B. Kimelfeld, C. Ré +1 more
2018International Conference on Database Theory47 citations
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Smart Meter Data Analytics
Xiu-Feng Liu, Lukasz Golab, W. Golab, Ihab F. Ilyas +1 more
2016ACM Transactions on Database Systems45 citations
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Saga: A Platform for Continuous Construction and Serving of Knowledge at Scale
Ihab F. Ilyas, Theodoros Rekatsinas, V. Konda, Jeffrey Pound +2 more
2022SIGMOD Conference41 citations Open access
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A Demo of the Data Civilizer System
Raul Castro Fernandez, Dong Deng, Essam Mansour, A. Qahtan +8 more
2017SIGMOD Conference39 citations Open access
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Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia
Michael Azmy, Peng Shi, Jimmy Lin, Ihab F. Ilyas
2018International Conference on Computational Linguistics38 citations
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Quake: Adaptive Indexing for Vector Search
J. Mohoney, Devesh Sarda, Meng-Ze Tang, S. R. Chowdhury +4 more
2025USENIX Symposium on Operating Systems Design and Implementation36 citations
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Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins
S. Suri, Ihab F. Ilyas, Christopher Ré, Theodoros Rekatsinas
2021Proceedings of the VLDB Endowment36 citations
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SMAS: A smart meter data analytics system
Xiu-Feng Liu, Lukasz Golab, Ihab F. Ilyas
2015IEEE International Conference on Data Engineering35 citations
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NADEEF/ER: generic and interactive entity resolution
A. Elmagarmid, Ihab F. Ilyas, M. Ouzzani, Jorge-Arnulfo Quiané-Ruiz +2 more
2014SIGMOD Conference35 citations
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Dataxformer: Leveraging the Web for Semantic Transformations
Ziawasch Abedjan, J. Morcos, M. Gubanov, Ihab F. Ilyas +3 more
2015Conference on Innovative Data Systems Research32 citations
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RuleMiner: Data quality rules discovery
Xu Chu, Ihab F. Ilyas, Paolo Papotti, Yin Ye
2014IEEE International Conference on Data Engineering32 citations
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Properties of Inconsistency Measures for Databases
Ester Livshits, Rina Kochirgan, Segev Tsur, Ihab F. Ilyas +2 more
2019SIGMOD Conference30 citations Open access
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Distributed Implementations of Dependency Discovery Algorithms
Hemant Saxena, Lukasz Golab, Ihab F. Ilyas
2019Proceedings of the VLDB Endowment29 citations
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DataXFormer: An Interactive Data Transformation Tool
J. Morcos, Ziawasch Abedjan, Ihab F. Ilyas, M. Ouzzani +2 more
2015SIGMOD Conference29 citations
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Unsupervised String Transformation Learning for Entity Consolidation
Dong Deng, Wenbo Tao, Ziawasch Abedjan, A. Elmagarmid +6 more
2017IEEE International Conference on Data Engineering26 citations Open access
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Secure Multi-Party Functional Dependency Discovery
Chang Ge, Ihab F. Ilyas, F. Kerschbaum
2019Proceedings of the VLDB Endowment24 citations
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Scalable Knowledge Graph Construction from Text Collections
R. Clancy, Ihab F. Ilyas, Jimmy Lin
2019Conference on Empirical Methods in Natural Language Processing23 citations Open access
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Real-Time LSM-Trees for HTAP Workloads
Hemant Saxena, Lukasz Golab, Stratos Idreos, Ihab F. Ilyas
2021IEEE International Conference on Data Engineering18 citations Open access
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Effective Data Cleaning with Continuous Evaluation
Ihab F. Ilyas
2016IEEE Data Engineering Bulletin18 citations
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Matching Entities Across Different Knowledge Graphs with Graph Embeddings
Michael Azmy, Peng Shi, Jimmy Lin, Ihab F. Ilyas
2019arXiv.org16 citations
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Distributed Discovery of Functional Dependencies
Hemant Saxena, Lukasz Golab, Ihab F. Ilyas
2019IEEE International Conference on Data Engineering16 citations
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Incremental IVF Index Maintenance for Streaming Vector Search
J. Mohoney, Anil Pacaci, S. R. Chowdhury, Umar Farooq Minhas +6 more
2024arXiv.org14 citations
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Dark Data: Are we solving the right problems?
Michael J. Cafarella, Ihab F. Ilyas, Marcel Kornacker, Tim Kraska +1 more
2016IEEE International Conference on Data Engineering14 citations
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Semi-supervised clustering for de-duplication
Shrinu Kushagra, Shai Ben-David, Ihab F. Ilyas
2018International Conference on Artificial Intelligence and Statistics13 citations
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