Grace Fan

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 9

Top Topics

Naive Bayes Classifier

Numeric Attributes

Future Directions

Top Venues

SIGMOD Conference

Proc. VLDB Endow.

Publications

Grace Fan, Roee Shraga, Renée J. Miller
Gen-T: Table Reclamation in Data Lakes. CoRR (2024)
Grace Fan, Roee Shraga, Renée J. Miller
Gen-T: Table Reclamation in Data Lakes. ICDE (2024)
Aamod Khatiwada, Grace Fan, Roee Shraga, Zixuan Chen, Wolfgang Gatterbauer, Renée J. Miller, Mirek Riedewald
SANTOS: Relationship-based Semantic Table Union Search. Proc. ACM Manag. Data 1 (1) (2023)
Grace Fan, Jin Wang, Yuliang Li, Dan Zhang, Renée J. Miller
Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning. Proc. VLDB Endow. 16 (7) (2023)
Grace Fan, Jin Wang, Yuliang Li, Renée J. Miller
Table Discovery in Data Lakes: State-of-the-art and Future Directions. SIGMOD Conference Companion (2023)
Aamod Khatiwada, Grace Fan, Roee Shraga, Zixuan Chen, Wolfgang Gatterbauer, Renée J. Miller, Mirek Riedewald
SANTOS: Relationship-based Semantic Table Union Search. CoRR (2022)
Grace Fan, Jin Wang, Yuliang Li, Dan Zhang, Renée J. Miller
Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning. CoRR (2022)
Grace Fan, Wenfei Fan, Yuanhao Li, Ping Lu, Chao Tian, Jingren Zhou
Extending Graph Patterns with Conditions. SIGMOD Conference (2020)
Amir Ilkhechi, Andrew Crotty, Alex Galakatos, Yicong Mao, Grace Fan, Xiran Shi, Ugur Çetintemel
DeepSqueeze: Deep Semantic Compression for Tabular Data. SIGMOD Conference (2020)
Grace Fan, Wenfei Fan, Floris Geerts
Detecting Errors in Numeric Attributes. WAIM (2014)