Systems AI for Decision Support

Page 1 of 19.

1. Pratyush Agnihotri; Carsten Binnig; Manisha Luthra

   Learning What Matters: Automated Feature Selection for Learned Performance Models in Parallel Stream Processing

   In: VLDB 2025 Workshop (Hrsg.). Proceedings of the VLDB Endowment. International Conference on Very Large Data Bases (VLDB-2025), 6th Applied AI for Database Systems and Applications, located at AIDB-2025, September 1-5, London, United Kingdom, VLDB Endowment, 9/2025.

2. Théo Vincent; Fabian Wahren; Jan Peters; Boris Belousov; Carlo D'Eramo

   Adaptive Q-Network: On-the-fly Target Selection for Deep Reinforcement Learning

   In: International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2025), ICLR, 2025.

3. Daniela Risis; Jan-Micha Bodensohn; Matthias Urban; Carsten Binnig

   Towards Complex Table Question Answering Over Tabular Data Lakes

   In: Carsten Binnig; Andreas Henrich; Daniela Nicklas; Maximilian E. Schüle; Klaus Meyer-Wegener (Hrsg.). BTW2025 - Datenbanksysteme für Business, Technologie und Web - Workshopband. Workshop on Data Engineering for Data Science (DE4DS-2025), March 3-7, Bamberg, Germany, Pages 267-275, Lecture Notes in Informatics (LNI), Vol. P363, Gesellschaft für Informatik e.V. 2025.

4. Timo Eckmann; Matthias Urban; Jan-Micha Bodensohn; Carsten Binnig

   HLR-SQL: Human-Like Reasoning for Text-to-SQL

   In: Novel Optimizations for Visionary AI Systems Workshop at SIGMOD 2025. Novel Optimizations for Visionary AI Systems Workshop (NOVAS-2025), located at SIGMOD 2025, June 22, Berlin, Germany, SIGMOD, 2025.

5. Fatma Ozcan; Yeounoh Chung; Yannis Chronis; Lyubomir Ganev; Yawen Wang; Carsten Binnig; Johannes Wehrstein; Gaurav Tarlok Kakkar; Sami Abu-el-haija

   LLMs and Databases: A Synergistic Approach to Data Utilization

   In: IEEE Data Engineering Bulletin, Vol. 49, No. 1, Pages 32-44, IEEE, 2025.

6. Adrian Lutsch; Muhammad El-Hindi; Zsolt István; Carsten Binnig

   Towards High-performance and Trusted Cloud DBMSs

   In: Datenbank-Spektrum (Spektrum), Vol. 25, No. 1, Pages 39-50, Springer, 2025.

7. Van Long Nguyen; Shaza Zeitouni; Carsten Binnig; Zsolt István

   Demonstration of Reflex: How SMPC Query Execution can be sped up through Efficient and Flexible Intermediate Result Size Trimming

   In: Proceedings of the VLDB Endowment (PVLDB), Vol. 18, No. 12, Pages 5311-5314, VLDP, 2025.

8. Benjamin Hättasch; Leon Krüger; Carsten Binnig

   JUSTINE (JUST-INsert Engine): Demonstrating Self-organizing Data Schemas

   In: Proceedings of the VLDB Endowment (PVLDB), Vol. 18, No. 12, Pages 5283-5286, VLDP, 2025.

9. Roman Heinrich; Oleksandr Havrylov; Manisha Luthra; Johannes Wehrstein; Carsten Binnig

   Opening The Black-Box: Explaining Learned Cost Models For Databases

   In: Proceedings of the VLDB Endowment (PVLDB), Vol. 18, No. 12, Pages 5255-5258, arXiv, 2025.

10. Paolo Papotti; Carsten Binnig

    Panel on Neural Relational Data: Tabular Foundation Models, LLMs... or both?

    In: Proceedings of the VLDB Endowment (PVLDB), Vol. 18, No. 12, Pages 5513-5515, VLDP, 2025.

• 1
• 2
• 3
• …
• 19
• next