Scholar
Carsten Binnig
Google Scholar ID: Iqsl_XMAAAAJ
Full Professor, Computer Science, TU Darmstadt
Data Management
Machine Learning
Modern Hardware
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Citations & Impact
All-time
Citations
4,251
H-index
34
i10-index
84
Publications
20
Co-authors
19
list available
Publications
19 items
From Data Querying to Data Investigations: Rethinking Natural Language Interfaces for Databases
2026
Cited
0
TEmBed-T: A Multi-Dimensional Benchmark for Table-Level Embeddings
2026
Cited
0
Bespoke-Card: Why Tune When You Can Generate? Synthesizing Workload-Specific Cardinality Estimators
2026
Cited
0
Selectivity Estimation for Semantic Filters on Image Data
2026
Cited
0
Bespoke OLAP: Synthesizing Workload-Specific One-size-fits-one Database Engines
2026
Cited
0
Do GPUs Really Need New Tabular File Formats?
2026
Cited
0
The Stretto Execution Engine for LLM-Augmented Data Systems
2026
Cited
0
High-Performance DBMSs with io_uring: When and How to use it
2025
Cited
0
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Resume
Academic Achievements
- Published 'Application of Deep Learning in Image Recognition' in the International Journal of Computer Vision, 2018
- Won Best Paper Award at the International Conference on Machine Learning, 2019
Research Experience
- Senior Researcher, ZZ Lab, focusing on the research and application of natural language processing technologies, since 2020
- Intern, AA Company, worked on optimizing recommendation algorithms project, summer 2019
Education
- Ph.D., XX University, Department of Computer Science, Advisor: Prof. Zhang, 2015-2020
- M.S., YY Institute, Software Engineering, 2012-2014
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Professional Field: Computer Science
- Introduction: Focused on developing more intelligent and adaptive learning systems.
Miscellany
- Enjoys reading science fiction novels and technical blogs in free time
- Has a strong interest in photography
Co-authors
10 total
Tim Kraska
MIT
Muhammad El-Hindi
Technische Universität München
Andrew Crotty
Northwestern University
Eli Upfal
Computer Science Professor, Brown University
Evgeny Kharlamov
Bosch Center for Artificial Intelligence and Univeristy of Oslo
Yeounoh Chung
Google
Ernesto Jimenez-Ruiz
Senior Lecturer in Artificial Intelligence. City St George's, University of London, UK
M. Tamer Özsu
University Professor, University of Waterloo