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Aditya Parameswaran

Author ID
617
ORCID
-
Links
(found by gpt-5.6-luna on jul 24 2026)
Most Frequent Institution
University of Illinois Urbana-Champaign
Pagerank
0.51742213
Overall Rank
58 | 99.73%
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
250 Answering Queries using Humans, Algorithms and Databases 2011 CIDR 0.00023261164
410 SeeDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics 2015 VLDB 0.0001890421
743 So Who Won? Dynamic Max Discovery with the Crowd 2012 SIGMOD 0.00014421358
767 Human-Assisted Graph Search: It’s Okay to Ask Questions 2011 VLDB 0.00014208622
986 Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System 2017 VLDB 0.0001281777
997 CrowdScreen: Algorithms for Filtering Data with Humans 2012 SIGMOD 0.00012755983
1,077 DataHub: Collaborative Data Science & Dataset Version Management at Scale 2015 CIDR 0.00012269438
1,343 DocETL: Agentic Query Rewriting and Evaluation for Complex Document Processing 2025 VLDB 0.00011095866
1,349 Principles of Dataset Versioning: Exploring the Recreation/Storage Tradeoff 2015 VLDB 0.00011069122
1,431 Towards Scalable Dataframe Systems 2020 VLDB 0.00010807221
1,569 HELIX: Holistic Optimization for Accelerating Iterative Machine Learning 2019 VLDB 0.00010335423
1,634 Rapid Sampling for Visualizations with Ordering Guarantees 2015 VLDB 0.00010163938
1,946 OrpheusDB: Bolt-on Versioning for Relational Databases 2017 VLDB 9.4334506e-05
2,235 Decibel: The Relational Dataset Branching System 2016 VLDB 8.8913373e-05
2,409 Deco: A System for Declarative Crowdsourcing 2012 VLDB 8.6145078e-05
2,657 Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities 2021 SIGMOD 8.2887895e-05
3,072 Lux: Always-on Visualization Recommendations for Exploratory Dataframe Workflows 2022 VLDB 7.7873864e-05
3,146 HELIX: Accelerating Human-in-the-loop Machine Learning 2018 VLDB 7.7091591e-05
3,288 I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making 2017 VLDB 7.5578177e-05
3,314 Finish Them!: Pricing Algorithms for Human Computation 2014 VLDB 7.5279588e-05
3,402 Collaborative Data Analytics with DataHub 2015 VLDB 7.4418927e-05
3,715 SLiMFast: Guaranteed Results for Data Fusion and Source Reliability 2017 SIGMOD 7.1763559e-05
3,894 Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets 2018 SIGMOD 7.0417782e-05
3,914 Optimal Crowd-Powered Rating and Filtering Algorithms 2014 VLDB 7.0204052e-05
3,945 Exploiting Correlations for Expensive Predicate Evaluation 2015 SIGMOD 7.0055154e-05
4,050 Revisiting Prompt Engineering via Declarative Crowdsourcing 2024 CIDR 6.9368666e-05
4,079 Flexible Rule-Based Decomposition and Metadata Independence in Modin: A Parallel Dataframe System 2022 VLDB 6.9188052e-05
4,621 spade: Synthesizing Data Quality Assertions for Large Language Model Pipelines 2024 VLDB 6.6024412e-05
4,864 SeeDB: Automatically Generating Query Visualizations 2014 VLDB 6.4736789e-05
4,926 Adaptive Sampling for Rapidly Matching Histograms 2018 VLDB 6.4428362e-05
5,026 ORPHEUSDB: A Lightweight Approach to Relational Dataset Versioning 2017 SIGMOD 6.3970621e-05
5,329 SeeDB: Visualizing Database Queries Efficiently 2014 VLDB 6.2634965e-05
5,454 ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines 2020 SIGMOD 6.2134177e-05
5,689 Towards the Web of Concepts: Extracting Concepts from Large Datasets 2010 VLDB 6.1205787e-05
5,788 Bolt-on, Compact, and Rapid Program Slicing for Notebooks 2022 VLDB 6.0875411e-05
6,071 Fine-Grained Lineage for Safer Notebook Interactions 2021 VLDB 5.9873765e-05
6,210 Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First 2026 CIDR 5.9425753e-05
6,248 Recsplorer: Recommendation Algorithms Based on Precedence Mining 2010 SIGMOD 5.9425237e-05
6,391 Fast-Forwarding to Desired Visualizations with zenvisage 2017 CIDR 5.8893647e-05
6,395 DataSpread: Unifying Databases and Spreadsheets 2015 VLDB 5.8876003e-05
6,644 Optimal Schemes for Robust Web Extraction 2011 VLDB 5.8150539e-05
6,763 Smart Drill-Down: A New Data Exploration Operator 2015 VLDB 5.7810308e-05
7,389 Benchmarking Spreadsheet Systems 2020 SIGMOD 5.6266966e-05
7,665 Towards Globally Optimal Crowdsourcing Quality Management: The Uniform Worker Setting 2016 SIGMOD 5.5718685e-05
8,511 NOAH: Interactive Spreadsheet Exploration with Dynamic Hierarchical Overviews 2021 VLDB 5.4119882e-05
8,807 Understanding Workers, Developing Effective Tasks, and Enhancing Marketplace Dynamics: A Study of a Large Crowdsourcing Marketplace 2017 VLDB 5.3671183e-05
8,829 Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees 2026 SIGMOD 5.3613784e-05
9,129 DataDiff: User-Interpretable Data Transformation Summaries for Collaborative Data Analysis 2018 SIGMOD 5.318789e-05
9,245 Towards Observability for Production Machine Learning Pipelines 2022 VLDB 5.2992628e-05
9,346 DataSift: A Crowd-Powered Search Toolkit 2014 SIGMOD 5.2844452e-05
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Frequent Co-authors

Co-authored at least 5 papers.

Co-author Shared Papers Rank Pagerank
Héctor García-Molina 13 25 0.74302671
Neoklis Polyzotis 9 110 0.37517392
Shreya Shankar 9 1,003 0.071374787
Jennifer Widom 7 34 0.63924694
Karrie Karahalios 7 1,294 0.057684572
Samuel R. Madden 6 1 1.4010578
Aaron J. Elmore 6 143 0.32994547
Stephen Macke 6 1,438 0.0529091
Silu Huang 5 521 0.12047938
Dixin Tang 5 710 0.097000747
Doris Xin 5 1,357 0.055562514