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Aditya Parameswaran

Author ID
617
ORCID
-
Links
(found by gpt-5.2 on feb 8th, 2026)
Most Frequent Institution
University of Illinois Urbana-Champaign
Pagerank
0.5076299
Overall Rank
59 | 99.72%
Paper Count
61

Affiliation Timeline

Incoming Non-self Citations Over Time

Total yearly non-self incoming citations across all papers by this author.

Publications by Paper Pagerank

Showing 50 of 61 publications.

Rank Title Year Venue Pagerank
118 Answering Queries using Humans, Algorithms and Databases 2011 CIDR 0.00045860394
461 SeeDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics 2015 VLDB 0.00022615628
691 Human-Assisted Graph Search: It’s Okay to Ask Questions 2011 VLDB 0.00018068414
854 So Who Won? Dynamic Max Discovery with the Crowd 2012 SIGMOD 0.00015879917
992 Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System 2017 VLDB 0.00014795333
1,154 CrowdScreen: Algorithms for Filtering Data with Humans 2012 SIGMOD 0.00013616867
1,278 DataHub: Collaborative Data Science & Dataset Version Management at Scale 2015 CIDR 0.00012851949
1,427 Towards Scalable Dataframe Systems 2020 VLDB 0.00012033503
1,565 Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff 2015 VLDB 0.00011336478
1,666 HELIX: Holistic Optimization for Accelerating Iterative Machine Learning 2019 VLDB 0.00010955907
1,839 DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing 2025 VLDB 0.00010351287
2,005 Rapid Sampling for Visualizations with Ordering Guarantees 2015 VLDB 9.8168893e-05
2,041 OrpheusDB: Bolt-on Versioning for Relational Databases 2017 VLDB 9.7026746e-05
2,431 Decibel: The Relational Dataset Branching System 2016 VLDB 8.8259664e-05
2,456 Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities 2021 SIGMOD 8.7649259e-05
2,796 Finish Them!: Pricing Algorithms for Human Computation 2014 VLDB 8.1119959e-05
2,814 Deco: A System for Declarative Crowdsourcing 2012 VLDB 8.0807229e-05
3,027 Helix: Accelerating Human-in-the-loop Machine Learning 2018 VLDB 7.68624e-05
3,351 Collaborative Data Analytics with DataHub 2015 VLDB 7.1859291e-05
3,393 Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows 2022 VLDB 7.1415762e-05
3,513 spade: Synthesizing Data Quality Assertions for Large Language Model Pipelines 2024 VLDB 7.0203909e-05
3,693 Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets 2018 SIGMOD 6.8326441e-05
3,772 Flexible Rule-Based Decomposition and Metadata Independence in Modin: A Parallel Dataframe System 2022 VLDB 6.7736479e-05
3,803 Revisiting Prompt Engineering via Declarative Crowdsourcing 2024 CIDR 6.7498941e-05
3,841 I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making 2017 VLDB 6.7090738e-05
3,900 SLiMFast: Guaranteed Results for Data Fusion and Source Reliability 2017 SIGMOD 6.649432e-05
4,022 Exploiting Correlations for Expensive Predicate Evaluation 2015 SIGMOD 6.5185189e-05
4,483 Optimal Crowd-Powered Rating and Filtering Algorithms 2014 VLDB 6.1431599e-05
4,679 Adaptive Sampling for Rapidly Matching Histograms 2018 VLDB 5.9978792e-05
5,107 SeeDB: Automatically Generating Query Visualizations 2014 VLDB 5.687623e-05
5,189 Recsplorer: Recommendation Algorithms Based on Precedence Mining 2010 SIGMOD 5.6335259e-05
5,263 SeeDB: Visualizing Database Queries Efficiently 2014 VLDB 5.5959099e-05
5,276 ORPHEUSDB: A Lightweight Approach to Relational Dataset Versioning 2017 SIGMOD 5.5887569e-05
5,293 Bolt-on, Compact, and Rapid Program Slicing for Notebooks 2022 VLDB 5.5783254e-05
5,531 Towards the Web of Concepts: Extracting Concepts from Large Datasets 2010 VLDB 5.4562198e-05
5,777 ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines 2020 SIGMOD 5.3277177e-05
6,405 Fine-Grained Lineage for Safer Notebook Interactions 2021 VLDB 5.0707934e-05
6,503 DataSpread: Unifying Databases and Spreadsheets 2015 VLDB 5.0286698e-05
6,623 Fast-Forwarding to Desired Visualizations with zenvisage 2017 CIDR 4.984297e-05
6,755 Optimal Schemes for Robust Web Extraction 2011 VLDB 4.9343136e-05
7,067 Smart Drill-Down: A New Data Exploration Operator 2015 VLDB 4.8387221e-05
7,178 Towards Globally Optimal Crowdsourcing Quality Management: The Uniform Worker Setting 2016 SIGMOD 4.80398e-05
7,476 Benchmarking Spreadsheet Systems 2020 SIGMOD 4.7143411e-05
8,175 NOAH: Interactive Spreadsheet Exploration with Dynamic Hierarchical Overviews 2021 VLDB 4.5638044e-05
8,510 Understanding Workers, Developing Effective Tasks, and Enhancing Marketplace Dynamics: A Study of a Large Crowdsourcing Marketplace 2017 VLDB 4.4904732e-05
9,072 DataDiff: User-Interpretable Data Transformation Summaries for Collaborative Data Analysis 2018 SIGMOD 4.3975844e-05
9,116 Towards Observability for Production Machine Learning Pipelines 2022 VLDB 4.3886184e-05
9,140 DataSift: A Crowd-Powered Search Toolkit 2014 SIGMOD 4.3823957e-05
9,338 ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations 2018 VLDB 4.351469e-05
9,827 Transactional Panorama: A Conceptual Framework for User Perception in Analytical Visual Interfaces 2023 VLDB 4.2710095e-05
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Frequent Co-authors

Co-authored at least 5 papers.

Co-author Shared Papers Rank Pagerank
Héctor García-Molina 13 22 0.76457508
Neoklis Polyzotis 9 110 0.37145835
Shreya Shankar 9 1,044 0.066755945
Jennifer Widom 7 33 0.66833709
Karrie Karahalios 7 1,285 0.054931843
Samuel R. Madden 6 1 1.392083
Aaron J. Elmore 6 143 0.31274757
Stephen Macke 6 1,363 0.052538267
Silu Huang 5 515 0.11660829
Dixin Tang 5 728 0.090413976
Doris Xin 5 1,267 0.055679718