Immanuel Trummer
Prof Assoc
Computer Science DEPT · BCIS
106 publications
1,133 citations
19 h-index
Computer Science
Recent Papers (9)
2026-04-02 · Proceedings of the ACM on Management of Data · Computer Networks and Communications
SQLBarber: A System Leveraging Large Language Models to Generate Customized and Realistic SQL Workloads
Immanuel TrummerProf Assoc, Computer Science DEPT · BCIS
2026-03-02 · arXiv (Cornell University) · Computer Networks and Communications
GenDB: The Next Generation of Query Processing -- Synthesized, Not Engineered
Immanuel TrummerProf Assoc, Computer Science DEPT · BCIS
2022-08-01
From BERT to GPT-3 codex
Immanuel TrummerProf Assoc, Computer Science DEPT · BCIS
2022-06-28
Procrastinated Tree Search: Black-Box Optimization with Delayed, Noisy, and Multi-Fidelity Feedback
Immanuel TrummerProf Assoc, Computer Science DEPT · BCIS
2021-07-09
Can Deep Neural Networks Predict Data Correlations from Column Names?
Immanuel TrummerProf Assoc, Computer Science DEPT · BCIS
2021-04-05
UDO: Universal Database Optimization using Reinforcement Learning
Immanuel TrummerProf Assoc, Computer Science DEPT · BCIS
2021-04-01
Optimally Summarizing Data by Small Fact Sets for Concise Answers to Voice Queries
Immanuel TrummerProf Assoc, Computer Science DEPT · BCIS
2020-03-14
Scrutinizer: A Mixed-Initiative Approach to Large-Scale, Data-Driven Claim Verification
Immanuel TrummerProf Assoc, Computer Science DEPT · BCIS
2019-06-18
SkinnerDB
Immanuel TrummerProf Assoc, Computer Science DEPT · BCIS