Shreya Shankar
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
14
Venues
7
Active years
2022–2026
Best venue rank
A*
Where they publish
Papers
14 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 | 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 | 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 | SIGMOD | Ninth Workshop on Data Management for End-to-End Machine Learning (DEEM). | Stefan Grafberger, Madelon Hulsebos, Matteo Interlandi, Shreya Shankar |
| 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 | SIGMOD | Eighth Workshop on Data Management for End-to-End Machine Learning (DEEM). | Madelon Hulsebos, Matteo Interlandi, Shreya Shankar |
| 2024 | SIGMOD | Building Reactive Large Language Model Pipelines with Motion. | Shreya Shankar, Aditya G. Parameswaran |
| 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 | SIGMOD | Seventh Workshop on Data Management for End-to-End Machine Learning (DEEM). | Matthias Boehm, Madelon Hulsebos, Shreya Shankar, Paroma Varma |
| 2022 | CIDR | Towards Observability for Machine Learning Pipelines. | Shreya Shankar, Aditya G. Parameswaran |