| 749 |
Data Lake Management: Challenges and Opportunities |
2019 |
VLDB |
0.00014389498 |
| 1,308 |
Finding Related Tables in Data Lakes for Interactive Data Science |
2020 |
SIGMOD |
0.00011301511 |
| 2,216 |
Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning |
2023 |
VLDB |
9.0031577e-05 |
| 2,364 |
Chorus: Foundation Models for Unified Data Discovery and Exploration |
2024 |
VLDB |
8.7622416e-05 |
| 2,965 |
Organizing Data Lakes for Navigation |
2020 |
SIGMOD |
7.9653908e-05 |
| 3,063 |
DeepJoin: Joinable Table Discovery with Pre-trained Language Models |
2023 |
VLDB |
7.8644242e-05 |
| 3,175 |
Correlation Sketches for Approximate Join-Correlation Queries |
2021 |
SIGMOD |
7.7393361e-05 |
| 4,076 |
Integrating Data Lake Tables |
2023 |
VLDB |
6.9824526e-05 |
| 4,331 |
Automating Exploratory Data Analysis via Machine Learning: An Overview |
2020 |
SIGMOD |
6.8320115e-05 |
| 5,129 |
Explaining Dataset Changes for Semantic Data Versioning with Explain-Da-V |
2023 |
VLDB |
6.4173405e-05 |
| 5,269 |
Towards Distribution-aware Query Answering in Data Markets |
2022 |
VLDB |
6.3611132e-05 |
| 5,285 |
Discovering Related Data At Scale |
2021 |
VLDB |
6.3549885e-05 |
| 5,329 |
Putting Things into Context: Rich Explanations for Query Answers using Join Graphs |
2021 |
SIGMOD |
6.3311372e-05 |
| 5,478 |
Databases Unbound: Querying All of the World's Bytes with AI |
2024 |
VLDB |
6.2717767e-05 |
| 5,493 |
Responsible Data Integration: Next-generation Challenges |
2022 |
SIGMOD |
6.2660773e-05 |
| 5,503 |
Eraser: Eliminating Performance Regression on Learned Query Optimizer |
2024 |
VLDB |
6.2627904e-05 |
| 5,626 |
MATE: Multi-Attribute Table Extraction |
2022 |
VLDB |
6.2080756e-05 |
| 5,793 |
Observatory: Characterizing Embeddings of Relational Tables |
2024 |
VLDB |
6.1462772e-05 |
| 5,970 |
Causal Data Integration |
2023 |
VLDB |
6.0860474e-05 |
| 7,434 |
Cross Modal Data Discovery over Structured and Unstructured Data Lakes |
2023 |
VLDB |
5.6805318e-05 |
| 7,486 |
LakeCompass: An End-to-End System for Data Maintenance, Search and Analysis in Data Lakes |
2024 |
VLDB |
5.668225e-05 |
| 7,769 |
LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes |
2024 |
VLDB |
5.6064941e-05 |
| 8,027 |
WarpGate: A Semantic Join Discovery System for Cloud Data Warehouses |
2023 |
CIDR |
5.5619731e-05 |
| 8,274 |
A Demonstration of KGLac: A Data Discovery and Enrichment Platform for Data Science |
2021 |
VLDB |
5.518793e-05 |
| 8,549 |
Nexus: Correlation Discovery over Collections of Spatio-Temporal Tabular Data |
2024 |
SIGMOD |
5.4739539e-05 |
| 8,729 |
Effective Entity Augmentation By Querying External Data Sources |
2023 |
VLDB |
5.4400908e-05 |
| 8,775 |
Unveiling Challenges for LLMs in Enterprise Data Engineering |
2026 |
VLDB |
5.4311509e-05 |
| 8,854 |
DataLoom: Simplifying Data Loading with LLMs |
2024 |
VLDB |
5.4220589e-05 |
| 8,937 |
R2D2: Reducing Redundancy and Duplication in Data Lakes |
2023 |
SIGMOD |
5.4076395e-05 |
| 8,943 |
Data Lakes Empowered by Knowledge Graph Technologies |
2021 |
SIGMOD |
5.4076395e-05 |
| 9,712 |
CaJaDE: Explaining Query Results by Augmenting Provenance with Context |
2022 |
VLDB |
5.2859392e-05 |
| 9,960 |
QueryArtisan: Generating Data Manipulation Codes for Ad-hoc Analysis in Data Lakes |
2025 |
VLDB |
5.2142386e-05 |
| 10,109 |
Retrieve-and-Verify: A Table Context Selection Framework for Accurate Column Annotations |
2026 |
SIGMOD |
5.1725247e-05 |
| 10,142 |
AutoDDG: Automated Dataset Description Generation using Large Language Models |
2026 |
SIGMOD |
5.1725247e-05 |
| 10,197 |
Qualitative Join Discovery in Data Lakes using Examples |
2026 |
SIGMOD |
5.1725247e-05 |
| 10,519 |
Table Overlap Estimation through Graph Embeddings |
2025 |
SIGMOD |
5.1725247e-05 |
| 10,597 |
Birdie: Natural Language-Driven Table Discovery Using Differentiable Search Index |
2025 |
VLDB |
5.1725247e-05 |
| 10,606 |
Auto-Prep: Holistic Prediction of Data Preparation Steps for Self-Service Business Intelligence |
2025 |
VLDB |
5.1725247e-05 |
| 10,693 |
LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes |
2025 |
VLDB |
5.1725247e-05 |
| 10,732 |
Suna: Scalable Causal Confounder Discovery over Relational Data |
2025 |
VLDB |
5.1725247e-05 |
| 10,760 |
OmniMatch: Joinability Discovery in Data Products |
2025 |
VLDB |
5.1725247e-05 |
| 10,828 |
TableCopilot: A Table Assistant Empowered by Natural Language Conditional Table Discovery |
2025 |
VLDB |
5.1725247e-05 |
| 10,840 |
Data Discovery in Data Lakes: Operations, Indexes, Systems |
2025 |
VLDB |
5.1725247e-05 |
| 10,954 |
Determining the Largest Overlap between Tables |
2024 |
SIGMOD |
5.1725247e-05 |
| 11,057 |
Enriching Relations with Additional Attributes for ER |
2024 |
VLDB |
5.1725247e-05 |
| 11,066 |
Searching Data Lakes for Nested and Joined Data |
2024 |
VLDB |
5.1725247e-05 |
| 11,171 |
Weighted Minwise Hashing Beats Linear Sketching for Inner Product Estimation |
2023 |
PODS |
5.1725247e-05 |
| 11,249 |
A Two-Level Signature Scheme for Stable Set Similarity Joins |
2023 |
VLDB |
5.1725247e-05 |
| 11,307 |
TokenJoin: Efficient Filtering for Set Similarity Join with Maximum Weighted Bipartite Matching |
2023 |
VLDB |
5.1725247e-05 |
| 11,381 |
Fast Dataset Search with Earth Mover’s Distance |
2022 |
VLDB |
5.1725247e-05 |