Grace Fan
- Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning
2022/10/04 by Grace Fan, Jin Wang, Fan, Grace +7 · 11 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Topic Modeling
- SANTOS: Relationship-based Semantic Table Union Search
2022/09/27 by Aamod Khatiwada, Grace Fan, Khatiwada, Aamod +11 · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Semantic Web and Ontologies
- Gen-T: Table Reclamation in Data Lakes
2024/03/21 by Grace Fan, Roee Shraga, Fan, Grace +3 · 2 citations
Computer Science · Decision Sciences · #Data Mining Algorithms and Applications #Data Quality and Management #Advanced Database Systems and Queries
- MosaicJoin: Compact Semantic Sketches for Value-Level Join Discovery
2026/07/23 by Grace Fan, Eden Wu, Majid Daliri +1
#cs.DB #cs.AI