Grace Fan

14 papers A* 1Journal 7Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
HILTS: Human-LLM collaboration for effective data labeling.
Inf. Syst.
Juliana Barbosa, Eduarda Alencar, Grace Fan, Aécio S. R. Santos, Juliana Freire
2025 — conf
Hierarchical Table Semantics for Exploratory Table Discovery.
HILDA@SIGMOD
Grace Fan, Juliana Freire
2025 J jnl
Large Language Models for Data Discovery and Integration: Challenges and Opportunities.
IEEE Data Eng. Bull.
Juliana Freire, Grace Fan, Benjamin Feuer, Christos Koutras, Yurong Liu, Eduardo Peña, Aécio S. R. Santos, Cláudio T. Silva, Eden Wu
2024 — conf
Finding Support for Tabular LLM Outputs.
VLDB Workshops
Grace Fan, Roee Shraga, Renée J. Miller
2024 A* conf
Gen-T: Table Reclamation in Data Lakes.
ICDE
Grace Fan, Roee Shraga, Renée J. Miller
2024 J jnl
Gen-T: Table Reclamation in Data Lakes.
CoRR
Grace Fan, Roee Shraga, Renée J. Miller
2023 J jnl
SANTOS: Relationship-based Semantic Table Union Search.
Proc. ACM Manag. Data
Aamod Khatiwada, Grace Fan, Roee Shraga, Zixuan Chen, Wolfgang Gatterbauer, Renée J. Miller, Mirek Riedewald
2023 J jnl
Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning.
Proc. VLDB Endow.
Grace Fan, Jin Wang, Yuliang Li, Dan Zhang, Renée J. Miller
2023 — conf
Table Discovery in Data Lakes: State-of-the-art and Future Directions.
SIGMOD Conference Companion
Grace Fan, Jin Wang, Yuliang Li, Renée J. Miller
2022 J jnl
SANTOS: Relationship-based Semantic Table Union Search.
CoRR
Aamod Khatiwada, Grace Fan, Roee Shraga, Zixuan Chen, Wolfgang Gatterbauer, Renée J. Miller, Mirek Riedewald
2022 J jnl
Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning.
CoRR
Grace Fan, Jin Wang, Yuliang Li, Dan Zhang, Renée J. Miller
2020 — conf
DeepSqueeze: Deep Semantic Compression for Tabular Data.
SIGMOD Conference
Amir Ilkhechi, Andrew Crotty, Alex Galakatos, Yicong Mao, Grace Fan, Xiran Shi, Ugur Çetintemel
2020 — conf
Extending Graph Patterns with Conditions.
SIGMOD Conference
Grace Fan, Wenfei Fan, Yuanhao Li, Ping Lu, Chao Tian, Jingren Zhou
2014 — conf
Detecting Errors in Numeric Attributes.
WAIM
Grace Fan, Wenfei Fan, Floris Geerts