@inproceedings{singh2026soilnetapp,
  author        = {Singh, Vipin and Pr{\"u}ssing, Joey and Chiaburu, Teodor and Eberhardt, Einar and Hesse, Sina and Broda, Stefan and Hau{\ss}er, Frank and Bie{\ss}mann, Felix},
  title         = {{SoilNet App: AI-Assisted Expert-level Annotations of Soil Horizons}},
  booktitle     = {Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI-26}},
  pages         = {8518--8521},
  address       = {Bremen, Germany},
  publisher     = {International Joint Conferences on Artificial Intelligence Organization},
  year          = {2026},
  month         = aug,
  doi           = {10.24963/ijcai.2026/993}
}

@inproceedings{singh2026resilient,
  author        = {Singh, Vipin and Ling, Tianheng and Ghaly, Peter and Grimmeisen, Felix and Schiele, Gregor and Bie{\ss}mann, Felix},
  title         = {{A Resilient Solution for Sewer Overflow Monitoring Across Cloud and Edge}},
  booktitle     = {Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence, {IJCAI-26}},
  pages         = {8522--8525},
  address       = {Bremen, Germany},
  publisher     = {International Joint Conferences on Artificial Intelligence Organization},
  year          = {2026},
  month         = aug,
  doi           = {10.24963/ijcai.2026/994},
  eprint        = {2605.10592},
  archivePrefix = {arXiv}
}

@article{singh2026soilnet,
  author        = {Singh, Vipin and Chiaburu, Teodor and Eberhardt, Einar and Broda, Stefan and Pr{\"u}ssing, Joey and Hau{\ss}er, Frank and Bie{\ss}mann, Felix},
  title         = {{SoilNet: A multimodal multitask model for hierarchical classification of soil horizons}},
  journal       = {Geoderma},
  volume        = {466},
  pages         = {117684},
  publisher     = {Elsevier},
  year          = {2026},
  month         = feb,
  doi           = {10.1016/j.geoderma.2026.117684},
  eprint        = {2508.03785},
  archivePrefix = {arXiv}
}

@inproceedings{chiaburu2025uncertainty,
  author        = {Chiaburu, Teodor and Singh, Vipin and Hau{\ss}er, Frank and Bie{\ss}mann, Felix},
  title         = {{Uncertainty-Guided Expert-AI Collaboration for Efficient Soil Horizon Annotation}},
  booktitle     = {{CLEAR-AI} Workshop at the European Conference on Artificial Intelligence ({ECAI} 2025)},
  address       = {Bologna, Italy},
  year          = {2025},
  month         = oct,
  eprint        = {2509.24873},
  archivePrefix = {arXiv}
}

@inproceedings{ling2025fpga,
  author        = {Ling, Tianheng and Singh, Vipin and Qian, Chao and Bie{\ss}mann, Felix and Schiele, Gregor},
  title         = {{Automated Energy-Aware Time-Series Model Deployment on Embedded FPGAs for Resilient Combined Sewer Overflow Management}},
  booktitle     = {2025 IEEE International Smart Cities Conference (ISC2)},
  pages         = {1--6},
  address       = {Patras, Greece},
  publisher     = {IEEE},
  year          = {2025},
  month         = oct,
  doi           = {10.1109/ISC266238.2025.11293267},
  eprint        = {2508.13905},
  archivePrefix = {arXiv}
}

@inproceedings{singh2025timeseries,
  author        = {Singh, Vipin and Ling, Tianheng and Chiaburu, Teodor and Bie{\ss}mann, Felix},
  title         = {{Evaluating Time Series Models for Urban Wastewater Management: Predictive Performance, Model Complexity and Resilience}},
  booktitle     = {2025 10th International Conference on Smart and Sustainable Technologies ({SpliTech})},
  pages         = {1--6},
  address       = {Bol and Split, Croatia},
  publisher     = {IEEE},
  year          = {2025},
  month         = jun,
  doi           = {10.23919/SpliTech65624.2025.11091801},
  eprint        = {2504.17461},
  archivePrefix = {arXiv}
}

@inproceedings{singh2024sewer,
  author        = {Singh, Vipin and Ling, Tianheng and Chiaburu, Teodor and Bie{\ss}mann, Felix},
  title         = {{Data-driven Modeling of Combined Sewer Systems for Urban Sustainability: An Empirical Evaluation}},
  booktitle     = {Proceedings of the 2nd Workshop on Public Interest {AI} ({PI-AI} 2024), co-located with {KI} 2024},
  series        = {CEUR Workshop Proceedings},
  volume        = {3958},
  address       = {Würzburg, Germany},
  publisher     = {CEUR-WS.org},
  year          = {2024},
  month         = sep,
  url           = {https://ceur-ws.org/Vol-3958/piai24-short1.pdf},
  eprint        = {2408.11619},
  archivePrefix = {arXiv}
}