@inproceedings{agnihotri2026aiDM,

title = {EcoLLM: Energy-Aware Benchmarking of LLMs for Data Processing Workloads},

author = {Pratyush Agnihotri and Manisha Luthra and Carsten Binnig},

url = {https://doi.org/10.1145/3814940.3815324},

doi = {10.1145/3814940.3815324},

year  = {2026},

date = {2026-01-01},

booktitle = {Ninth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM'26) colocated with SIGMOD},

pages = {1-10},

series = {SIGMOD Companion '26},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{luthra2026aiDM,

title = {Ninth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM'26)},

author = {Kavitha Srinivas and Manisha Luthra and Selim Tekin},

url = {https://doi.org/10.1145/3788853.3802503},

doi = {10.1145/3788853.3802503},

year  = {2026},

date = {2026-01-01},

booktitle = {Companion of the International Conference on Management of Data},

pages = {606–607},

series = {SIGMOD Companion '26},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{santos2025multimodalstreamprocessing,

title = {Towards Multimodal Stream Processing Systems},

author = {Uélison Jean Lopes Santos and Alessandro Ferri and Szilard Nistor and Riccardo Tommasini and Carsten Binnig and Manisha Luthra},

url = {https://arxiv.org/abs/2510.14631

https://www.openproceedings.org/2026/conf/edbt/paper-218.pdf},

year  = {2026},

date = {2026-01-01},

urldate = {2026-01-01},

booktitle = {29th International Conference on Extending Database Technology (EDBT) 2026},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{chauhan2026accident,

title = {IMPACT: Integrated Multimodal Pipeline for Rapid Accident Causality Tracking},

author = {Vashu Chauhan and Avinash Anand and Manisha Luthra and Uelison Santos and Carsten Binnig and Rajiv Ratn Shah},

url = {https://ojs.aaai.org/index.php/AAAI/article/view/42198/46159},

year  = {2026},

date = {2026-01-01},

urldate = {2026-01-01},

booktitle = {40th Annual AAAI Conference on Artificial Intelligence 2026},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{heinrich2025tutorial,

title = {Learned Cost Models for Query Optimization: From Batch to Streaming Systems},

author = {Roman Heinrich and Xiao Li and Manisha Luthra and Zoi Kaoudi},

url = {https://www.vldb.org/pvldb/vol18/p5482-li.pdf},

year  = {2025},

date = {2025-01-01},

booktitle = {Proceedings of the VLDB Endowment 2025},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{heinrich2025demo,

title = {Opening the Black‑Box: Explaining Learned Cost Models for Databases},

author = {Roman Heinrich and Oleksandr Havrylov and Manisha Luthra and Johannes Wehrstein and Carsten Binnig},

url = {https://doi.org/10.14778/3750601.3750645, % doi = 10.14778/3750601.3750645},

year  = {2025},

date = {2025-01-01},

booktitle = {Proceedings of the VLDB Demonstrations 2025},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{agnihotri2025FS,

title = {Learning What Matters: Automated Feature Selection for Learned Performance Models in Parallel Stream Processing.},

author = {Pratyush Agnihotri and Carsten Binnig and Manisha Luthra},

url = {https://www.vldb.org/2025/Workshops/VLDB-Workshops-2025/AIDB/AIDB25_3.pdf},

year  = {2025},

date = {2025-01-01},

booktitle = {In VLDB 2025 Workshop: Applied AI for Database Systems and Applications (AIDB 2025)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{luthra2025aidmworkshop,

title = {Eighth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management (aiDM’25)},

author = {Renata Borovica-Gajic and Manisha Luthra and Ryan Marcus},

url = {http://www.aidm-conf.org/aidm_2025.html},

year  = {2025},

date = {2025-01-01},

booktitle = {ACM SIGMOD/PODS International Conference on Management of Data 2025},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}