@inproceedings{neubauer2026adversarial,title={When Adversarial Data Still Compresses: Towards Robust {LLM}-Based Compression},author={Neubauer, Luisa and Adams, David and Stoian, Mihail and Zimmerer, Andreas and van Renen, Alexander and Borovica-Gajic, Renata and Kipf, Andreas},year={2026},booktitle={NeurIPS 2026 Workshop on Machine Learning for Systems ({ML} for Systems)},}
@inproceedings{zimmerer2026semceb,title={{SemCEB}: A Cardinality Estimation Benchmark for Semantic Operators},author={Zimmerer, Andreas and Kühn, Claudius and Li, Yang and Stoian, Mihail and Borovica-Gajic, Renata and Kipf, Andreas},year={2026},maintitle={Proceedings of the {VLDB} Endowment},booktitle={2nd Workshop on Novel Optimizations for Visionary {AI} Systems ({NOVAS})},publisher={{VLDB} Endowment},}
@inproceedings{stoian2026mlskip,title={{MLSkip}: Data Skipping for {ML} Filters via Lightweight Metadata},author={Stoian, Mihail and Gerarts, Mark and Ginter, Pascal and Zimmerer, Andreas and Bussche, Jan Van {den} and Kipf, Andreas},year={2026},maintitle={Proceedings of the {VLDB} Endowment},booktitle={7th Workshop on Applied {AI} for Database Systems and Applications ({AIDB})},publisher={{VLDB} Endowment},}
@inproceedings{kipf2025llmcompress,author={Kipf, Andreas and Schmidt, Tobias and Kuo, Ping-Lin and Krid, Skander and Rengert, Moritz and Heller, Luca and Zimmerer, Andreas and Stoian, Mihail and Pandey, Varun and van Renen, Alexander},title={Waiting to Decompress: The Economics of {LLM}-Based Compression},booktitle={16th Conference on Innovative Data Systems Research, {CIDR} 2026, Chaminade, HI, USA, January 18-21},publisher={www.cidrdb.org},year={2026},}
@inproceedings{lao2025sembench,author={Lao, Jiale and Zimmerer, Andreas and Ovcharenko, Olga and Cong, Tianji and Russo, Matthew and Vitagliano, Gerardo and Cochez, Michael and {\"{O}}zcan, Fatma and Gupta, Gautam and Hottelier, Thibaud and Jagadish, H. V. and Kissel, Kris and Schelter, Sebastian and Kipf, Andreas and Trummer, Immanuel},title={SemBench: {A} Benchmark for Semantic Query Processing Engines},booktitle={Proceedings of the {VLDB} Endowment (EA & B)},publisher={{VLDB} Endowment},year={2026},}
@article{Stoian2025StringFingerprints,author={Stoian, Mihail and Thürauf, Johannes and Zimmerer, Andreas and van Renen, Alexander and Kipf, Andreas},title={Instance-Optimized String Fingerprints},journal={{VLDB} 2025 Workshop: Applied AI for Database Systems and Applications ({AIDB} 2025)},year={2025},}
@article{Stoian2025Parachute,author={Stoian, Mihail and Zimmerer, Andreas and Krid, Skander and Ngom, Amadou Latyr and Ding, Jialin and Kraska, Tim and Kipf, Andreas},title={Parachute: Single-Pass Bi-Directional Information Passing},journal={Proceedings of the {VLDB} Endowment},year={2025},}
@inproceedings{Zimmerer2025Pruning,title={Pruning in Snowflake: Working Smarter, Not Harder},author={Zimmerer, Andreas and Dam, Damien and Kossmann, Jan and Waack, Juliane and Oukid, Ismail and Kipf, Andreas},editor={Markl, Volker and Hellerstein, Joseph M. and Abouzied, Azza},booktitle={Companion of the 2025 International Conference on Management of Data ({SIGMOD}-Companion '25), June 22--27, 2025, Berlin, Germany},pages={757--770},publisher={{ACM}},year={2025},url={https://doi.org/10.1145/3722212.3724447},isbn={9798400715648},}
This demo paper received the Best Demo Award at EDBT 2025.
@inproceedings{DBLP:conf/edbt/StoianRKKZGK25,title={Virtual: Compressing Data Lake Files},author={Stoian, Mihail and van Renen, Alexander and Kobiolka, Jan and Kuo, Ping{-}Lin and Zimmerer, Andreas and Grabocka, Josif and Kipf, Andreas},editor={Simitsis, Alkis and Kemme, Bettina and Queralt, Anna and Romero, Oscar and Jovanovic, Petar},booktitle={Proceedings 28th International Conference on Extending Database Technology,
{EDBT} 2025, Barcelona, Spain, March 25-28, 2025},pages={1066--1069},publisher={OpenProceedings.org},year={2025},url={https://doi.org/10.48786/edbt.2025.90},}
In NeurIPS 2026 Workshop on Machine Learning for Systems (ML for Systems), 2026
In 2nd Workshop on Novel Optimizations for Visionary AI Systems (NOVAS), 2026
In 7th Workshop on Applied AI for Database Systems and Applications (AIDB), 2026
In 16th Conference on Innovative Data Systems Research, CIDR 2026, Chaminade, HI, USA, January 18-21, 2026
In Proceedings of the VLDB Endowment (EA & B), 2026
VLDB 2025 Workshop: Applied AI for Database Systems and Applications (AIDB 2025), 2025
Proceedings of the VLDB Endowment, 2025
In Companion of the 2025 International Conference on Management of Data (SIGMOD-Companion ’25), June 22–27, 2025, Berlin, Germany, 2025
In Proceedings 28th International Conference on Extending Database Technology, EDBT 2025, Barcelona, Spain, March 25-28, 2025, 2025