| 936 |
Data Lake Management: Challenges and Opportunities |
2019 |
VLDB |
0.00015197838 |
| 1,185 |
JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes |
2019 |
SIGMOD |
0.00013432692 |
| 1,505 |
Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes |
2023 |
CIDR |
0.00011601232 |
| 1,643 |
Finding Related Tables in Data Lakes for Interactive Data Science |
2020 |
SIGMOD |
0.00011031534 |
| 1,821 |
Synthesizing Entity Matching Rules by Examples |
2018 |
VLDB |
0.00010406856 |
| 1,895 |
Baran: Effective Error Correction via a Unified Context Representation and Transfer Learning |
2020 |
VLDB |
0.00010174634 |
| 2,214 |
Data Integration: After the Teenage Years |
2017 |
PODS |
9.2796408e-05 |
| 2,348 |
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation |
2021 |
VLDB |
8.9903659e-05 |
| 2,366 |
Data Market Platforms: Trading Data Assets to Solve Data Problems |
2020 |
VLDB |
8.9521259e-05 |
| 2,513 |
Annotating Columns with Pre-trained Language Models |
2022 |
SIGMOD |
8.6155767e-05 |
| 2,737 |
Open Data Integration |
2018 |
VLDB |
8.2053894e-05 |
| 2,968 |
Raha: A Configuration-Free Error Detection System |
2019 |
SIGMOD |
7.7964476e-05 |
| 3,254 |
Auto-Suggest: Learning-to-Recommend Data Preparation Steps Using Data Science Notebooks |
2020 |
SIGMOD |
7.3172324e-05 |
| 3,270 |
RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! - |
2018 |
VLDB |
7.3013196e-05 |
| 3,360 |
Organizing Data Lakes for Navigation |
2020 |
SIGMOD |
7.1719486e-05 |
| 3,473 |
Data Profiling – A Tutorial |
2017 |
SIGMOD |
7.0623537e-05 |
| 3,827 |
Correlation Sketches for Approximate Join-Correlation Queries |
2021 |
SIGMOD |
6.7195959e-05 |
| 4,211 |
Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration |
2023 |
SIGMOD |
6.3495931e-05 |
| 4,589 |
Juneau: Data Lake Management for Jupyter |
2019 |
VLDB |
6.0565861e-05 |
| 5,056 |
A Demo of the Data Civilizer System |
2017 |
SIGMOD |
5.7225065e-05 |
| 5,150 |
Horizon: Scalable Dependency-driven Data Cleaning |
2021 |
VLDB |
5.6553571e-05 |
| 5,180 |
SilkMoth: An Efficient Method for Finding Related Sets with Maximum Matching Constraints |
2017 |
VLDB |
5.6377866e-05 |
| 5,389 |
Auto-Pipeline: Synthesizing Complex Data Pipelines By-Target Using Reinforcement Learning and Search |
2021 |
VLDB |
5.5339832e-05 |
| 5,805 |
Discovering Related Data At Scale |
2021 |
VLDB |
5.3197639e-05 |
| 6,188 |
Semi-Supervised Data Cleaning with Raha and Baran |
2021 |
CIDR |
5.1607275e-05 |
| 6,279 |
Self-supervised and Interpretable Data Cleaning with Sequence Generative Adversarial Networks |
2023 |
VLDB |
5.1241232e-05 |
| 6,359 |
High-Dimensional Vector Similarity Search: From Time Series to Deep Network Embeddings |
2020 |
SIGMOD |
5.0912204e-05 |
| 7,276 |
DICE: Data Discovery by Example |
2021 |
VLDB |
4.773228e-05 |
| 7,309 |
The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development |
2020 |
SIGMOD |
4.7611148e-05 |
| 7,384 |
The VADA Architecture for Cost-Effective Data Wrangling |
2017 |
SIGMOD |
4.7400209e-05 |
| 7,411 |
ItemSuggest: A Data Management Platform for Machine Learned Ranking Services |
2019 |
CIDR |
4.7319005e-05 |
| 7,642 |
Cross Modal Data Discovery over Structured and Unstructured Data Lakes |
2023 |
VLDB |
4.6856127e-05 |
| 7,702 |
ExDRa: Exploratory Data Science on Federated Raw Data |
2021 |
SIGMOD |
4.6689015e-05 |
| 7,746 |
Crossing the finish line faster when paddling the Data Lake with KAYAK |
2017 |
VLDB |
4.6573882e-05 |
| 7,859 |
ConnectionLens: Finding Connections Across Heterogeneous Data Sources |
2018 |
VLDB |
4.6298049e-05 |
| 7,992 |
Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics |
2019 |
VLDB |
4.6082565e-05 |
| 8,096 |
Saga: A Scalable Framework for Optimizing Data Cleaning Pipelines for Machine Learning Applications |
2023 |
SIGMOD |
4.583522e-05 |
| 8,121 |
LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes |
2024 |
VLDB |
4.5771143e-05 |
| 8,692 |
Effective Entity Augmentation By Querying External Data Sources |
2023 |
VLDB |
4.4617233e-05 |
| 8,725 |
OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs |
2023 |
VLDB |
4.453957e-05 |
| 8,970 |
DataLoom: Simplifying Data Loading with LLMs |
2024 |
VLDB |
4.4154448e-05 |
| 9,260 |
Glean: Structured Extractions from Templatic Documents |
2021 |
VLDB |
4.3648789e-05 |
| 9,314 |
Debugging Large-Scale Data Science Pipelines using Dagger |
2020 |
VLDB |
4.3531179e-05 |
| 9,355 |
GIO: Generating Efficient Matrix and Frame Readers for Custom Data Formats by Example |
2023 |
SIGMOD |
4.3484264e-05 |
| 9,418 |
Retrofitting GDPR Compliance onto Legacy Databases |
2022 |
VLDB |
4.3399748e-05 |
| 9,960 |
QueryArtisan: Generating Data Manipulation Codes for Ad-hoc Analysis in Data Lakes |
2025 |
VLDB |
4.2254157e-05 |
| 10,303 |
Morphing-based Compression for Data-centric ML Pipelines |
2026 |
VLDB |
4.1905499e-05 |
| 10,618 |
Weak-to-Strong Prompts with Lightweight-to-Powerful LLMs for High-Accuracy, Low-Cost, and Explainable Data Transformation |
2025 |
VLDB |
4.1905499e-05 |
| 10,832 |
Buckaroo: A Direct Manipulation Visual Data Wrangler |
2025 |
VLDB |
4.1905499e-05 |
| 11,066 |
Searching Data Lakes for Nested and Joined Data |
2024 |
VLDB |
4.1905499e-05 |