Aditya G. Parameswaran
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
64
Venues
16
Active years
2009–2026
Best venue rank
A*
Where they publish
Papers
64 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | CHI | RAG Without the Lag: Enabling "What-If" Analysis for Retrieval-Augmented Generation Pipelines. | Quentin Romero Lauro, Shreya Shankar, Sepanta Zeighami, Aditya G. Parameswaran |
| 2026 | CIDR | Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First. | Shu Liu, Soujanya Ponnapalli, Shreya Shankar, Sepanta Zeighami, Alan Zhu, Shubham Agarwal, Ruiqi Chen, Samion Suwito, Shuo Yuan, Ion Stoica, Matei Zaharia, Alvin Cheung, Natacha Crooks, Joseph Gonzalez, Aditya G. Parameswaran |
| 2025 | CIDR | Flow with FlorDB: Incremental Context Maintenance for the Machine Learning Lifecycle. | Rolando Garcia, Chithra Anand, Sarah E. Chasins, Joseph M. Hellerstein, Aditya G. Parameswaran |
| 2025 | ICDE | Querying Templatized Document Collections with Large Language Models. | Yiming Lin, Madelon Hulsebos, Ruiying Ma, Shreya Shankar, Sepanta Zeighami, Aditya G. Parameswaran, Eugene Wu |
| 2025 | ICLR | NUDGE: Lightweight Non-Parametric Fine-Tuning of Embeddings for Retrieval. | Sepanta Zeighami, Zac Wellmer, Aditya G. Parameswaran |
| 2025 | NAACL | PROMPTEVALS: A Dataset of Assertions and Guardrails for Custom Production Large Language Model Pipelines. | Reya Vir, Shreya Shankar, Harrison Chase, Will Fu-Hinthorn, Aditya G. Parameswaran |
| 2025 | UIST | Rethinking Dataset Discovery with DataScout. | Rachel Lin, Bhavya Chopra, Wenjing Lin, Shreya Shankar, Madelon Hulsebos, Aditya G. Parameswaran |
| 2025 | UIST | Steering Semantic Data Processing With DocWrangler. | Shreya Shankar, Bhavya Chopra, Mawil Hasan, Stephen Lee, Bjoern Hartmann, Joseph M. Hellerstein, Aditya G. Parameswaran, Eugene Wu |
| 2024 | CIDR | Revisiting Prompt Engineering via Declarative Crowdsourcing. | Aditya G. Parameswaran, Shreya Shankar, Parth Asawa, Naman Jain, Yujie Wang |
| 2024 | CIKM | Inferring Visualization Intent from Conversation. | Haotian Li, Nithin Chalapathi, Huamin Qu, Alvin Cheung, Aditya G. Parameswaran |
| 2024 | SIGMOD | Building Reactive Large Language Model Pipelines with Motion. | Shreya Shankar, Aditya G. Parameswaran |
| 2024 | UIST | Quilt: Custom UIs for Linking Unstructured Documents to Structured Datasets. | Pragya Kallanagoudar, Chithra Anand, Rolando Garcia, Rebecca M. M. Hicke, Aditya G. Parameswaran, Eunice Jun, Sarah E. Chasins |
| 2024 | UIST | Who Validates the Validators? Aligning LLM-Assisted Evaluation of LLM Outputs with Human Preferences. | Shreya Shankar, J. D. Zamfirescu-Pereira, Bjoern Hartmann, Aditya G. Parameswaran, Ian Arawjo |
| 2023 | CIKM | Automatic and Precise Data Validation for Machine Learning. | Shreya Shankar, Labib Fawaz, Karl Gyllstrom, Aditya G. Parameswaran |
| 2023 | ICDE | Efficient and Compact Spreadsheet Formula Graphs. | Dixin Tang, Fanchao Chen, Christopher De Leon, Tana Wattanawaroon, Jeaseok Yun, Srinivasan Seshadri, Aditya G. Parameswaran |
| 2022 | CIDR | Towards Observability for Machine Learning Pipelines. | Shreya Shankar, Aditya G. Parameswaran |
| 2021 | CHI | Whither AutoML? Understanding the Role of Automation in Machine Learning Workflows. | Doris Xin, Eva Yiwei Wu, Doris Jung Lin Lee, Niloufar Salehi, Aditya G. Parameswaran |
| 2021 | ICDE | Rapid Approximate Aggregation with Distribution-Sensitive Interval Guarantees. | Stephen Macke, Maryam Aliakbarpour, Ilias Diakonikolas, Aditya G. Parameswaran, Ronitt Rubinfeld |
| 2021 | SIGMOD | Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities. | Doris Xin, Hui Miao, Aditya G. Parameswaran, Neoklis Polyzotis |
| 2020 | SIGMOD | Benchmarking Spreadsheet Systems. | Sajjadur Rahman, Kelly Mack, Mangesh Bendre, Ruilin Zhang, Karrie Karahalios, Aditya G. Parameswaran |
| 2020 | SIGMOD | ShapeSearch: A Flexible and Efficient System for Shape-based Exploration of Trendlines. | Tarique Siddiqui, Paul Luh, Zesheng Wang, Karrie Karahalios, Aditya G. Parameswaran |
| 2020 | VLDB | Democratizing Data Science and Lessons Learned Along the Way. | Aditya G. Parameswaran |
| 2019 | CIKM | CRUX: Adaptive Querying for Efficient Crowdsourced Data Extraction. | Theodoros Rekatsinas, Amol Deshpande, Aditya G. Parameswaran |
| 2019 | ICDE | Faster, Higher, Stronger: Redesigning Spreadsheets for Scale. | Mangesh Bendre, Tana Wattanawaroon, Sajjadur Rahman, Kelly Mack, Yuyang Liu, Shichu Zhu, Yu Lu, Ping-Jing Yang, Xinyan Zhou, Kevin Chen-Chuan Chang, Karrie Karahalios, Aditya G. Parameswaran |
| 2019 | IUI | Avoiding drill-down fallacies with | Doris Jung Lin Lee, Himel Dev, Huizi Hu, Hazem Elmeleegy, Aditya G. Parameswaran |
| 2019 | SIGMOD | Anti-Freeze for Large and Complex Spreadsheets: Asynchronous Formula Computation. | Mangesh Bendre, Tana Wattanawaroon, Kelly Mack, Kevin Chang, Aditya G. Parameswaran |
| 2018 | CHI | Characterizing Scalability Issues in Spreadsheet Software using Online Forums. | Kelly Mack, John Lee, Kevin Chen-Chuan Chang, Karrie Karahalios, Aditya G. Parameswaran |
| 2018 | CIKM | Holistic Crowd-Powered Sorting via AID: Optimizing for Accuracies, Inconsistencies, and Difficulties. | Shreya Rajpal, Aditya G. Parameswaran |
| 2018 | HCOMP | Aggregating Crowdsourced Image Segmentations. | Doris Jung Lin Lee, Akash Das Sarma, Aditya G. Parameswaran |
| 2018 | ICDE | Towards a Holistic Integration of Spreadsheets with Databases: A Scalable Storage Engine for Presentational Data Management. | Mangesh Bendre, Vipul Venkataraman, Xinyan Zhou, Kevin Chen-Chuan Chang, Aditya G. Parameswaran |
| 2018 | SIGMOD | Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets. | Yihan Gao, Silu Huang, Aditya G. Parameswaran |
| 2018 | SIGMOD | Optimally Leveraging Density and Locality for Exploratory Browsing and Sampling. | Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran |
| 2018 | SIGMOD | Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities. | Doris Xin, Litian Ma, Jialin Liu, Stephen Macke, Shuchen Song, Aditya G. Parameswaran |
| 2018 | SIGMOD | DataDiff: User-Interpretable Data Transformation Summaries for Collaborative Data Analysis. | Gnce Su Yilmaz, Tana Wattanawaroon, Liqi Xu, Abhishek Nigam, Aaron J. Elmore, Aditya G. Parameswaran |
| 2017 | AISTATS | On the Interpretability of Conditional Probability Estimates in the Agnostic Setting. | Yihan Gao, Aditya G. Parameswaran, Jian Peng |
| 2017 | CIDR | Fast-Forwarding to Desired Visualizations with Zenvisage. | Tarique Siddiqui, John Lee, Albert Kim, Edward Xue, Xiaofo Yu, Sean Zou, Lijin Guo, Changfeng Liu, Chaoran Wang, Karrie Karahalios, Aditya G. Parameswaran |
| 2017 | SIGMOD | SLiMFast: Guaranteed Results for Data Fusion and Source Reliability. | Theodoros Rekatsinas, Manas Joglekar, Hector Garcia-Molina, Aditya G. Parameswaran, Christopher R |
| 2017 | SIGMOD | OrpheusDB: A Lightweight Approach to Relational Dataset Versioning. | Liqi Xu, Silu Huang, SiLi Hui, Aaron J. Elmore, Aditya G. Parameswaran |
| 2016 | CIKM | FacetGist: Collective Extraction of Document Facets in Large Technical Corpora. | Tarique Siddiqui, Xiang Ren, Aditya G. Parameswaran, Jiawei Han |
| 2016 | ICDE | Interactive data exploration with smart drill-down. | Manas Joglekar, Hector Garcia-Molina, Aditya G. Parameswaran |
| 2016 | KDD | Squish: Near-Optimal Compression for Archival of Relational Datasets. | Yihan Gao, Aditya G. Parameswaran |
| 2016 | SIGMOD | Towards Globally Optimal Crowdsourcing Quality Management: The Uniform Worker Setting. | Akash Das Sarma, Aditya G. Parameswaran, Jennifer Widom |
| 2015 | CIDR | DataHub: Collaborative Data Science & Dataset Version Management at Scale. | Anant P. Bhardwaj, Souvik Bhattacherjee, Amit Chavan, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran |
| 2015 | HCOMP | Surpassing Humans and Computers with JELLYBEAN: Crowd-Vision-Hybrid Counting Algorithms. | Akash Das Sarma, Ayush Jain, Arnab Nandi, Aditya G. Parameswaran, Jennifer Widom |
| 2015 | ICDE | Comprehensive and reliable crowd assessment algorithms. | Manas Joglekar, Hector Garcia-Molina, Aditya G. Parameswaran |
| 2015 | KDD | Debiasing Crowdsourced Batches. | Honglei Zhuang, Aditya G. Parameswaran, Dan Roth, Jiawei Han |
| 2015 | SIGMOD | Exploiting Correlations for Expensive Predicate Evaluation. | Manas Joglekar, Hector Garcia-Molina, Aditya G. Parameswaran, Christopher R |
| 2014 | HCOMP | Optimal Worker Quality and Answer Estimates in Crowd-Powered Filtering and Rating. | Akash Das Sarma, Aditya G. Parameswaran, Jennifer Widom |
| 2014 | ICDE | Crowd-powered find algorithms. | Anish Das Sarma, Aditya G. Parameswaran, Hector Garcia-Molina, Alon Y. Halevy |
| 2014 | SIGMOD | DataSift: a crowd-powered search toolkit. | Aditya G. Parameswaran, Ming Han Teh, Hector Garcia-Molina, Jennifer Widom |
| 2013 | CIKM | Efficient parsing-based search over structured data. | Aditya G. Parameswaran, Raghav Kaushik, Arvind Arasu |
| 2013 | HCOMP | DataSift: An Expressive and Accurate Crowd-Powered Search Toolkit. | Aditya G. Parameswaran, Ming Han Teh, Hector Garcia-Molina, Jennifer Widom |
| 2013 | KDD | Evaluating the crowd with confidence. | Manas Joglekar, Hector Garcia-Molina, Aditya G. Parameswaran |
| 2012 | CIKM | Deco: declarative crowdsourcing. | Aditya G. Parameswaran, Hyunjung Park, Hector Garcia-Molina, Neoklis Polyzotis, Jennifer Widom |
| 2012 | ICDE | Fuzzy Joins Using MapReduce. | Foto N. Afrati, Anish Das Sarma, David Menestrina, Aditya G. Parameswaran, Jeffrey D. Ullman |
| 2012 | KDD | Active sampling for entity matching. | Kedar Bellare, Suresh Iyengar, Aditya G. Parameswaran, Vibhor Rastogi |
| 2012 | SIGMOD | So who won?: dynamic max discovery with the crowd. | Stephen Guo, Aditya G. Parameswaran, Hector Garcia-Molina |
| 2012 | SIGMOD | CrowdScreen: algorithms for filtering data with humans. | Aditya G. Parameswaran, Hector Garcia-Molina, Hyunjung Park, Neoklis Polyzotis, Aditya Ramesh, Jennifer Widom |
| 2011 | CIDR | Answering Queries using Humans, Algorithms and Databases. | Aditya G. Parameswaran, Neoklis Polyzotis |
| 2010 | CIKM | Evaluating, combining and generalizing recommendations with prerequisites. | Aditya G. Parameswaran, Hector Garcia-Molina, Jeffrey D. Ullman |
| 2010 | ICDT | Synthesizing view definitions from data. | Anish Das Sarma, Aditya G. Parameswaran, Hector Garcia-Molina, Jennifer Widom |
| 2010 | SIGMOD | Recsplorer: recommendation algorithms based on precedence mining. | Aditya G. Parameswaran, Georgia Koutrika, Benjamin Bercovitz, Hector Garcia-Molina |
| 2009 | ICWSM | Blogs as Predictors of Movie Success. | Eldar Sadikov, Aditya G. Parameswaran, Petros Venetis |
| 2009 | RecSys | Recommendations with prerequisites. | Aditya G. Parameswaran, Hector Garcia-Molina |