Systems AI for Decision Support

Page 1 of 19.

1. Timo Eckmann; Carsten Binnig

   A Vision for Autonomous Data Agent Collaboration: From Query-by-Integration to Query-by-Collaboration

   In: 16th Conference on Innovative Data Systems Research, CIDR 2026, Chaminade, CA, USA, January 18-21, 2026. Conference on Innovative Data Systems Research (CIDR), Pages 1-7, www.cidrdb.org, 2026.

2. Nadja Geisler; Benjamin Hättasch; Carsten Binnig

   Demonstrating PIPE-X: Supporting Iterative Pipeline Development Through Explanations

   In: Wolfgang Lehner; Vanessa Braganholo; Kostas Stefanidis; Zheying Zhang; Alexander Krause; Jo~ao Felipe Nicolaci Pimentel (Hrsg.). Proceedings 29th International Conference on Extending Database Technology, EDBT 2026, Tampere, Finland, March 24-27, 2026. International Conference on Extending Database Technology (EDBT-2026), March 24-27, Tampere, Finland, Pages 720-723, OpenProceedings.org, 2026.

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

   HLR-SQL: Human-like reasoning for Text-to-SQL with the human in the loop

   In: Information Systems (IS), Vol. 138, Pages 1-9, Information Systems, 2026.

4. Vashu Chauhan; Avinash Anand; Manisha Luthra; Uélison Santos; Carsten Binnig; Rajiv Ratn Shah

   IMPACT: Integrated Multimodal Pipeline for Rapid Accident Causality Tracking (Student Abstract)

   In: Sven Koenig; Chad Jenkins; Matthew E. Taylor (Hrsg.). Fortieth AAAI Conference on Artificial Intelligence, Thirty-Eighth Conference on Innovative Applications of Artificial Intelligence, Sixteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2026, Singapore, January 20-27, 2026. AAAI Conference on Artificial Intelligence (AAAI), Pages 41159-41161, AAAI Press, 2026.

5. Uélison Santos; Alessandro Ferri; Szilard Nistor; Riccardo Tommasini; Carsten Binnig; Manisha Luthra

   Towards Multimodal Stream Processing Systems

   In: Wolfgang Lehner; Vanessa Braganholo; Kostas Stefanidis; Zheying Zhang; Alexander Krause; Jo~ao Felipe Nicolaci Pimentel (Hrsg.). Proceedings 29th International Conference on Extending Database Technology, EDBT 2026, Tampere, Finland, March 24-27, 2026. International Conference on Extending Database Technology (EDBT), Pages 627-633, OpenProceedings.org, 2026.

6. Gabriele Sanmartino; Matthias Urban; Paolo Papotti; Carsten Binnig

   The Stretto Execution Engine for LLM-Augmented Data Systems

   In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2602.04430, Pages 1-13, arXiv, 2026.

7. Jigao Luo; Qi Chen; Carsten Binnig

   Do GPUs Really Need New Tabular File Formats?

   In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2602.17335, Pages 1-3, arXiv, 2026.

8. Johannes Wehrstein; Timo Eckmann; Matthias Jasny; Carsten Binnig

   Bespoke OLAP: Synthesizing Workload-Specific One-size-fits-one Database Engines

   In: Computing Research Repository eprint Journal (CoRR), Vol. abs/2603.02001, Pages 1-13, arXiv, 2026.

9. 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.

10. 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.

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