Shreya Shankar
Scholar

Shreya Shankar

Google Scholar ID: 0WD1nZcAAAAJ
University of California, Berkeley
Data managementmachine learninghuman-computer interaction
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,449
 
H-index
14
 
i10-index
15
 
Publications
20
 
Co-authors
16
list available
Contact
No contact links provided.
Publications
13 items
Semantic Data Processing with Holistic Data Understanding
2026
Cited
0
Can AI Agents Answer Your Data Questions? A Benchmark for Data Agents
2026
Cited
0
Task Cascades for Efficient Unstructured Data Processing
arXiv.org · 2026
Cited
1
Featurized-Decomposition Join: Low-Cost Semantic Joins with Guarantees
2025
Cited
0
Multi-Objective Agentic Rewrites for Unstructured Data Processing
2025
Cited
0
Cut Costs, Not Accuracy: LLM-Powered Data Processing with Guarantees
2025
Cited
0
Supporting Our AI Overlords: Redesigning Data Systems to be Agent-First
2025
Cited
0
Rethinking Dataset Discovery with DataScout
2025
Cited
0
Resume (English only)
Co-authors
16 total
Aditya Parameswaran
Aditya Parameswaran
Associate Professor, EECS, UC Berkeley
Alexey Kurakin
Alexey Kurakin
Research Software Engineer, Google Brain
Ian Goodfellow
Ian Goodfellow
DeepMind
Jascha Sohl-Dickstein
Jascha Sohl-Dickstein
Anthropic
Co-author 5
Co-author 5
Madelon Hulsebos
Madelon Hulsebos
Research faculty, CWI
Eugene Wu
Eugene Wu
Columbia University
Joseph Hellerstein
Joseph Hellerstein
Jim Gray Professor of the Graduate School, UC Berkeley