| 749 |
Data Lake Management: Challenges and Opportunities |
2019 |
VLDB |
0.00014379989 |
| 1,303 |
Finding Related Tables in Data Lakes for Interactive Data Science |
2020 |
SIGMOD |
0.0001123653 |
| 2,192 |
Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning |
2023 |
VLDB |
8.9767241e-05 |
| 2,242 |
CHORUS: Foundation Models for Unified Data Discovery and Exploration |
2024 |
VLDB |
8.8823802e-05 |
| 3,015 |
Organizing Data Lakes for Navigation |
2020 |
SIGMOD |
7.848843e-05 |
| 3,073 |
DeepJoin: Joinable Table Discovery with Pre-trained Language Models |
2023 |
VLDB |
7.785842e-05 |
| 3,228 |
Correlation Sketches for Approximate Join-Correlation Queries |
2021 |
SIGMOD |
7.6215176e-05 |
| 4,123 |
Integrating Data Lake Tables |
2023 |
VLDB |
6.8878137e-05 |
| 4,395 |
Automating Exploratory Data Analysis via Machine Learning: An Overview |
2020 |
SIGMOD |
6.7271323e-05 |
| 4,990 |
Explaining Dataset Changes for Semantic Data Versioning with Explain-Da-V |
2023 |
VLDB |
6.4105738e-05 |
| 5,220 |
Databases Unbound: Querying All of the World’s Bytes with AI |
2024 |
VLDB |
6.3108362e-05 |
| 5,300 |
Towards Distribution-aware Query Answering in Data Markets |
2022 |
VLDB |
6.2751506e-05 |
| 5,344 |
Discovering Related Data At Scale |
2021 |
VLDB |
6.2591104e-05 |
| 5,396 |
Putting Things into Context: Rich Explanations for Query Answers using Join Graphs |
2021 |
SIGMOD |
6.2329373e-05 |
| 5,479 |
MATE: Multi-Attribute Table Extraction |
2022 |
VLDB |
6.204351e-05 |
| 5,510 |
Responsible Data Integration: Next-generation Challenges |
2022 |
SIGMOD |
6.1919207e-05 |
| 5,573 |
Eraser: Eliminating Performance Regression on Learned Query Optimizer |
2024 |
VLDB |
6.1682747e-05 |
| 5,816 |
Observatory: Characterizing Embeddings of Relational Tables |
2024 |
VLDB |
6.0776454e-05 |
| 6,054 |
Causal Data Integration |
2023 |
VLDB |
5.9932261e-05 |
| 7,572 |
Cross Modal Data Discovery over Structured and Unstructured Data Lakes |
2023 |
VLDB |
5.5938952e-05 |
| 7,613 |
LakeCompass: An End-to-End System for Data Maintenance, Search and Analysis in Data Lakes |
2024 |
VLDB |
5.5817761e-05 |
| 7,893 |
LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes |
2024 |
VLDB |
5.5209866e-05 |
| 8,144 |
WarpGate: A Semantic Join Discovery System for Cloud Data Warehouses |
2023 |
CIDR |
5.4800625e-05 |
| 8,397 |
A Demonstration of KGLac: A Data Discovery and Enrichment Platform for Data Science |
2021 |
VLDB |
5.4344976e-05 |
| 8,658 |
Nexus: Correlation Discovery over Collections of Spatio-Temporal Tabular Data |
2024 |
SIGMOD |
5.3904679e-05 |
| 8,801 |
Effective Entity Augmentation By Querying External Data Sources |
2023 |
VLDB |
5.3687048e-05 |
| 8,903 |
DataLoom: Simplifying Data Loading with LLMs |
2024 |
VLDB |
5.3486551e-05 |
| 8,906 |
Unveiling Challenges for LLMs in Enterprise Data Engineering |
2026 |
VLDB |
5.3483178e-05 |
| 9,065 |
R2D2: Reducing Redundancy and Duplication in Data Lakes |
2023 |
SIGMOD |
5.3251649e-05 |
| 9,071 |
Data Lakes Empowered by Knowledge Graph Technologies |
2021 |
SIGMOD |
5.3251649e-05 |
| 9,380 |
Auto-Prep: Holistic Prediction of Data Preparation Steps for Self-Service Business Intelligence |
2025 |
VLDB |
5.2755515e-05 |
| 9,842 |
CaJaDE: Explaining Query Results by Augmenting Provenance with Context |
2022 |
VLDB |
5.210037e-05 |
| 10,109 |
QueryArtisan: Generating Data Manipulation Codes for Ad-hoc Analysis in Data Lakes |
2025 |
VLDB |
5.1347137e-05 |
| 10,265 |
LSHAlign: All-Pair Near-Duplicate Text Alignment via LSH |
2026 |
SIGMOD |
5.093636e-05 |
| 10,287 |
Shape-Agnostic Table Overlap Discovery: A Maximum Common Subhypergraph Approach |
2026 |
SIGMOD |
5.093636e-05 |
| 10,399 |
Retrieve-and-Verify: A Table Context Selection Framework for Accurate Column Annotations |
2026 |
SIGMOD |
5.093636e-05 |
| 10,431 |
AutoDDG: Automated Dataset Description Generation using Large Language Models |
2026 |
SIGMOD |
5.093636e-05 |
| 10,486 |
Qualitative Join Discovery in Data Lakes using Examples |
2026 |
SIGMOD |
5.093636e-05 |
| 10,783 |
Table Overlap Estimation through Graph Embeddings |
2025 |
SIGMOD |
5.093636e-05 |
| 10,850 |
Birdie: Natural Language-Driven Table Discovery Using Differentiable Search Index |
2025 |
VLDB |
5.093636e-05 |
| 10,933 |
LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes |
2025 |
VLDB |
5.093636e-05 |
| 10,968 |
Suna: Scalable Causal Confounder Discovery over Relational Data |
2025 |
VLDB |
5.093636e-05 |
| 10,987 |
OmniMatch: Joinability Discovery in Data Products |
2025 |
VLDB |
5.093636e-05 |
| 11,050 |
TableCopilot: A Table Assistant Empowered by Natural Language Conditional Table Discovery |
2025 |
VLDB |
5.093636e-05 |
| 11,062 |
Data Discovery in Data Lakes: Operations, Indexes, Systems |
2025 |
VLDB |
5.093636e-05 |
| 11,167 |
Determining the Largest Overlap between Tables |
2024 |
SIGMOD |
5.093636e-05 |
| 11,262 |
Enriching Relations with Additional Attributes for ER |
2024 |
VLDB |
5.093636e-05 |
| 11,270 |
Searching Data Lakes for Nested and Joined Data |
2024 |
VLDB |
5.093636e-05 |
| 11,374 |
Weighted Minwise Hashing Beats Linear Sketching for Inner Product Estimation |
2023 |
PODS |
5.093636e-05 |
| 11,447 |
A Two-Level Signature Scheme for Stable Set Similarity Joins |
2023 |
VLDB |
5.093636e-05 |