Fatma Ozcan

Principal Researcher, Google

Joined

June 2020

Names

Fatma Ozcan (Preferred)

Emails

****@gmail.com (Confirmed)

****@google.com (Confirmed)

****@us.ibm.com

Personal Links

Career & Education History

Principal Researcher

Google (google.com)

2020 – Present

Researcher

IBM Research (us.ibm.com)

2001 – 2020

PhD student

Department of Computer Science, University of Maryland, College Park (cs.umd.edu)

1997 – 2001

Advisors, Relations & Conflicts

PhD Advisor

VS Subrahmanian

1997 – 2002

Expertise

Data management

1994 – 2020

Publications

Fine-Grained Table Retrieval Through the Lens of Complex Queries
Wojciech Kosiuk, Xingyu Ji, Yeounoh Chung, Fatma Ozcan, Madelon Hulsebos
- OpenReview Archive Direct Upload
- Readers: Everyone
Editorial for Special Issue: VLDB 2022.
Juliana Freire, Fatma Özcan 0001, Xuemin Lin 0001
- VLDB J. 2025
- Readers: Everyone
SemBench: A Benchmark for Semantic Query Processing Engines.
Jiale Lao, Andreas Zimmerer, Olga Ovcharenko, Tianji Cong, Matthew Russo, Gerardo Vitagliano, Michael Cochez, Fatma Özcan 0001, Gautam Gupta, Thibaud Hottelier, H. V. Jagadish, Kris Kissel, Sebastian Schelter, Andreas Kipf, Immanuel Trummer
- CoRR 2025
- Readers: Everyone
CardBench: A Benchmark for Learned Cardinality Estimation in Relational Databases.
Yannis Chronis, Yawen Wang, Yu Gan, Sami Abu-El-Haija, Chelsea Lin, Carsten Binnig, Fatma Özcan 0001
- CoRR 2024
- Readers: Everyone
BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation for Large Language Models via Lens of Dynamic Interactions.
Nan Huo, Xiaohan Xu, Jinyang Li 0003, Per Jacobsson, Shipei Lin, Bowen Qin, Binyuan Hui, Xiaolong Li, Ge Qu, Shuzheng Si, Linheng Han, Edward Alexander, Xintong Zhu, Rui Qin, Ruihan Yu, Yiyao Jin, Feige Zhou, Weihao Zhong, Yun Chen, Hongyu Liu et al. (4 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Multi-Objective Agentic Rewrites for Unstructured Data Processing
Lindsey Linxi Wei, Shreya Shankar, Sepanta Zeighami, Yeounoh Chung, Fatma Özcan, Aditya G. Parameswaran
- CoRR 2025
- Readers: Everyone
Is it Bigger than a Breadbox: Efficient Cardinality Estimation for Real World Workloads
Zixuan Yi, Sami Abu-El-Haija, Yawen Wang, Teja Vemparala, Yannis Chronis, Yu Gan, Michael Burrows, Carsten Binnig, Bryan Perozzi, Ryan Marcus, Fatma Özcan
- CoRR 2025
- Readers: Everyone
BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation via Lens of Dynamic Interactions
Nan Huo, Xiaohan Xu, Jinyang Li, Per Jacobsson, Shipei Lin, Bowen Qin, Binyuan Hui, Xiaolong Li, Ge Qu, Shuzheng Si, Linheng Han, Edward Alexander, Xintong Zhu, Rui Qin, Ruihan Yu, Yiyao Jin, Feige Zhou, Weihao Zhong, Yun Chen, Hongyu Liu et al. (4 additional authors not shown)
- ICLR 2026 Oral
- Readers: Everyone
Is it Bigger than a Breadbox: Efficient Cardinality Estimation for Real World Workloads
Zixuan Yi, Sami Abu-El-Haija, Teja Vemparala, Yawen Wang, Yannis Chronis, Yu Gan, Michael Burrows, Carsten Binnig, Bryan Perozzi, Ryan Marcus, Fatma Ozcan
- Submitted to ICLR 2026
- Readers: Everyone
Filtered Vector Search: State-of-the-art and Research Challenges
Helena Caminal, Yannis Chronis, Yannis Papakonstantinou, Fatma Özcan, Anastasia Ailamaki
- Proc. VLDB Endow. 2025
- Readers: Everyone

View all 121 publications

Co-Authors

View all 375 co-authors