Ihab F. Ilyas

1. HoloClean: Holistic Data Repairs with Probabilistic Inference
   2017/02/02 by Theodoros Rekatsinas, Xu Chu, Rekatsinas, Theodoros +5 · 18 citations
   Computer Science · Decision Sciences · #Bayesian Modeling and Causal Inference #Data Quality and Management #Databases (cs.DB) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
2. High-Throughput Vector Similarity Search in Knowledge Graphs
   2023/04/04 by Jason Mohoney, Mohoney, Jason, Anil Pacaci +13 · 12 citations
   Computer Science · #Advanced Graph Neural Networks #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Caching and Content Delivery #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Kamino: Constraint-Aware Differentially Private Data Synthesis
   2020/12/31 by Chang Ge, Shubhankar Mohapatra, Ge, Chang +5 · 4 citations
   Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Access Control and Trust
4. FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge
   2023/10/26 by Farima Fatahi Bayat, Bayat, Farima Fatahi, Kun Qian +15 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
5. Data Quality
   2018/02/22 by Shazia Sadiq, Tamraparni Dasu, Xin Luna Dong +7 · 2 citations
6. Construction of Paired Knowledge Graph-Text Datasets Informed by Cyclic Evaluation
   2023/09/20 by Alireza Mousavi, Mousavi, Ali, Xin Zhan +21 · 2 citations
   Computer Science · #Advanced Graph Neural Networks #Natural Language Processing Techniques #Topic Modeling
7. Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins
   2021/06/02 by Sahaana Suri, Ihab F. Ilyas, Suri, Sahaana +5 · 1 citation
   Computer Science · Decision Sciences · #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Topic Modeling
8. Fundamental Challenges in Evaluating Text2SQL Solutions and Detecting Their Limitations
   2025/01/30 by Cédric Renggli, Renggli, Cedric, Ihab F. Ilyas +3 · 3 citations
   Computer Science · #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software System Performance and Reliability
9. Record fusion: A learning approach
   2020/06/18 by Alireza Heidari, Heidari, Alireza, George Michalopoulos +7 · 1 citation
   Computer Science · Decision Sciences · Medicine · #Anomaly Detection Techniques and Applications #Data Quality and Management #Data-Driven Disease Surveillance #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
10. Approximate Inference in Structured Instances with Noisy Categorical\n Observations
    2019/06/29 by Alireza Heidari, Heidari, Alireza, Ihab F. Ilyas +3 · 2 citations
    Computer Science · #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
11. Quake: Adaptive Indexing for Vector Search
    2025/06/03 by Jason Mohoney, Devesh Sarda, Mohoney, Jason +13 · 3 citations
    Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior