Immanuel Trummer

Prof Assoc
Computer Science DEPT · BCIS

Immanuel Trummer serves as Associate Professor in Computer Science at Cornell University.

115 publications
1,218 citations
20 h-index
Computer Science
Rising Papers (1)
2025-02-10 · Proceedings of the ACM on Management of Data · Computer Networks and Communications
λ-Tune: Harnessing Large Language Models for Automated Database System Tuning
Immanuel TrummerProf Assoc, Computer Science DEPT · BCIS
14 citations · 8.2x expected for field
Recent Papers (18)
2026-07-22 · arXiv (Cornell University) · Computer Networks and Communications
Demonstrating GenDB: Instance-Optimized and Customized Query Processing Code Generation via LLM Agents
Immanuel TrummerProf Assoc, Computer Science DEPT · BCIS
2026-07-08 · arXiv (Cornell University) · Computer Networks and Communications
Breaking Database Lock-in: Agentic Regeneration of High Performance Storage Readers for Database Bypass
Immanuel TrummerProf Assoc, Computer Science DEPT · BCIS
2026-05-31 · Artificial Intelligence
Leveraging Quantum Annealing for Materialized View Selection
Immanuel TrummerProf Assoc, Computer Science DEPT · BCIS
2026-05-31 · Artificial Intelligence
Quantum Annealing for Multiobjective Query Optimization
Immanuel TrummerProf Assoc, Computer Science DEPT · BCIS
2026-05-26 · Artificial Intelligence
3rd International Workshop on Quantum Computing and Quantum-Inspired Technology for Data-Intensive Systems and Applications (Q-Data)
Immanuel TrummerProf Assoc, Computer Science DEPT · BCIS
2026-05-26 · Artificial Intelligence
From Queries to Qubits: Data Management Meets Quantum Computing
Immanuel TrummerProf Assoc, Computer Science DEPT · BCIS
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
2026-04-01 · Proceedings of the VLDB Endowment · Computer Vision and Pattern Recognition
SemBench: A Benchmark for Semantic Query Processing Engines
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
2025-12-01 · Centrum Wiskunde & Informatica (CWI), the national research institute for mathematics and computer science in the Netherlands
Position: unlocking the full potential of data science requires tabular foundation models, agents, and humans
2025-11-01 · Proceedings of the VLDB Endowment · Computer Networks and Communications
Hybrid Mixed Integer Linear Programming for Large-Scale Join Order Optimisation
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