Detecting Errors in Numeric Attributes. - Grace Fan; Wenfei Fan; Floris Geerts (WAIM, 2014)

Extending Graph Patterns with Conditions. - Grace Fan; Wenfei Fan; Yuanhao Li 003; Ping Lu 005; Chao Tian 001; Jingren Zhou 001 (SIGMOD Conference, 2020)

DeepSqueeze: Deep Semantic Compression for Tabular Data. - Amir Ilkhechi; Andrew Crotty; Alex Galakatos; Yicong Mao; Grace Fan; Xiran Shi; Ugur Çetintemel (SIGMOD Conference, 2020)

Table Discovery in Data Lakes: State-of-the-art and Future Directions. - Grace Fan; Jin Wang 007; Yuliang Li 001; Renée J. Miller (SIGMOD Conference Companion, 2023)

SANTOS: Relationship-based Semantic Table Union Search. - Aamod Khatiwada; Grace Fan; Roee Shraga; Zixuan Chen; Wolfgang Gatterbauer; Renée J. Miller; Mirek Riedewald (Proc. ACM Manag. Data, 2023)

Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning. - Grace Fan; Jin Wang 007; Yuliang Li 001; Dan Zhang 025; Renée J. Miller (Proc. VLDB Endow., 2023)

Gen-T: Table Reclamation in Data Lakes. - Grace Fan; Roee Shraga; Renée J. Miller (ICDE, 2024)

Finding Support for Tabular LLM Outputs. - Grace Fan; Roee Shraga; Renée J. Miller (VLDB Workshops, 2024)

Hierarchical Table Semantics for Exploratory Table Discovery. - Grace Fan; Juliana Freire (HILDA@SIGMOD, 2025)

Large Language Models for Data Discovery and Integration: Challenges and Opportunities. - Juliana Freire; Grace Fan; Benjamin Feuer; Christos Koutras; Yurong Liu; Eduardo Peña; Aécio S. R. Santos; Cláudio T. Silva; Eden Wu (IEEE Data Eng. Bull., 2025)