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Aditya Parameswaran

Author ID
u617
ORCID
-
Links
(found by gpt-5.6-luna on jul 24 2026)
Most Frequent Institution
University of Illinois Urbana-Champaign
Pagerank
0.53795776
Overall Rank
53 | 99.76%
Paper Count
64

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 64 publications.

Rank Title Year Venue Pagerank
259 Answering Queries using Humans, Algorithms and Databases 2011 CIDR 0.00022923243
395 SeeDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics 2015 VLDB 0.00019165452
683 DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing 2025 VLDB 0.00014817539
749 So Who Won? Dynamic Max Discovery with the Crowd 2012 SIGMOD 0.00014265279
787 Human-Assisted Graph Search: It’s Okay to Ask Questions 2011 VLDB 0.00013988274
924 Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System 2017 VLDB 0.00013057136
987 CrowdScreen: Algorithms for Filtering Data with Humans 2012 SIGMOD 0.00012660627
1,086 DataHub: Collaborative Data Science & Dataset Version Management at Scale 2015 CIDR 0.0001210322
1,355 Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff 2015 VLDB 0.0001092646
1,369 Towards Scalable Dataframe Systems 2020 VLDB 0.00010899832
1,568 HELIX: Holistic Optimization for Accelerating Iterative Machine Learning 2019 VLDB 0.0001021302
1,661 Rapid Sampling for Visualizations with Ordering Guarantees 2015 VLDB 9.9535453e-05
1,992 OrpheusDB: Bolt-on Versioning for Relational Databases 2017 VLDB 9.2366883e-05
2,187 Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities 2021 SIGMOD 8.8896655e-05
2,280 Decibel: The Relational Dataset Branching System 2016 VLDB 8.7038926e-05
2,429 Deco: A System for Declarative Crowdsourcing 2012 VLDB 8.4801295e-05
3,098 Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows 2022 VLDB 7.6517623e-05
3,167 HELIX: Accelerating Human-in-the-loop Machine Learning 2018 VLDB 7.5728577e-05
3,341 I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making 2017 VLDB 7.4063139e-05
3,372 Finish Them!: Pricing Algorithms for Human Computation 2014 VLDB 7.3693102e-05
3,436 Collaborative Data Analytics with DataHub 2015 VLDB 7.3007741e-05
3,695 Revisiting Prompt Engineering via Declarative Crowdsourcing 2024 CIDR 7.092445e-05
3,791 SLiMFast: Guaranteed Results for Data Fusion and Source Reliability 2017 SIGMOD 7.0189865e-05
3,838 Optimal Crowd-Powered Rating and Filtering Algorithms 2014 VLDB 6.9929907e-05
3,912 Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets 2018 SIGMOD 6.9306061e-05
3,930 Flexible Rule-Based Decomposition and Metadata Independence in Modin: A Parallel Dataframe System 2022 VLDB 6.9185978e-05
3,988 Exploiting Correlations for Expensive Predicate Evaluation 2015 SIGMOD 6.871854e-05
4,675 spade: Synthesizing Data Quality Assertions for Large Language Model Pipelines 2024 VLDB 6.474947e-05
4,977 SeeDB: Automatically Generating Query Visualizations 2014 VLDB 6.3305496e-05
5,021 Adaptive Sampling for Rapidly Matching Histograms 2018 VLDB 6.3106761e-05
5,114 ORPHEUSDB: A Lightweight Approach to Relational Dataset Versioning 2017 SIGMOD 6.2680307e-05
5,391 Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First 2026 CIDR 6.1504174e-05
5,454 SeeDB: Visualizing Database Queries Efficiently 2014 VLDB 6.1240062e-05
5,587 ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines 2020 SIGMOD 6.0754379e-05
5,820 Towards the Web of Concepts: Extracting Concepts from Large Datasets 2010 VLDB 5.9832494e-05
5,900 Bolt-on, Compact, and Rapid Program Slicing for Notebooks 2022 VLDB 5.9544996e-05
6,190 Fine-Grained Lineage for Safer Notebook Interactions 2021 VLDB 5.8565828e-05
6,256 DataSpread: Unifying Databases and Spreadsheets 2015 VLDB 5.8335602e-05
6,337 Recsplorer: Recommendation Algorithms Based on Precedence Mining 2010 SIGMOD 5.809464e-05
6,517 Fast-Forwarding to Desired Visualizations with zenvisage 2017 CIDR 5.7585571e-05
6,636 Physical Visualization Design: Decoupling Interface and System Design 2025 SIGMOD 5.7262507e-05
6,774 Optimal Schemes for Robust Web Extraction 2011 VLDB 5.6855924e-05
6,886 Multi-Objective Agentic Rewrites for Unstructured Data Processing 2026 VLDB 5.6551172e-05
6,902 Smart Drill-Down: A New Data Exploration Operator 2015 VLDB 5.6513202e-05
7,517 Benchmarking Spreadsheet Systems 2020 SIGMOD 5.5046452e-05
7,818 Towards Globally Optimal Crowdsourcing Quality Management: The Uniform Worker Setting 2016 SIGMOD 5.4469921e-05
8,272 NOAH: Interactive Spreadsheet Exploration with Dynamic Hierarchical Overviews 2021 VLDB 5.3643259e-05
8,955 Understanding Workers, Developing Effective Tasks, and Enhancing Marketplace Dynamics: A Study of a Large Crowdsourcing Marketplace 2017 VLDB 5.2510657e-05
8,997 Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees 2026 SIGMOD 5.2410834e-05
9,294 DataDiff: User-Interpretable Data Transformation Summaries for Collaborative Data Analysis 2018 SIGMOD 5.1995938e-05
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Frequent Co-authors

Co-authored at least 5 papers.

Co-author Shared Papers Rank Pagerank
Héctor García-Molina 13 26 0.73567598
Shreya Shankar 11 813 0.087326509
Neoklis Polyzotis 9 115 0.3727504
Jennifer Widom 7 35 0.63345616
Karrie Karahalios 7 1,321 0.057332381
Samuel R. Madden 6 1 1.4018701
Aaron J. Elmore 6 138 0.33490446
Sepanta Zeighami 6 983 0.073846125
Stephen Macke 6 1,471 0.05256174
Silu Huang 5 535 0.11952291
Dixin Tang 5 725 0.096617401
Doris Xin 5 1,361 0.055762805