Philipp Cimiano

Philipp Cimiano

cimiano@cit-ec.uni-bielefeld.de
+49 521 106-12249
Institution: Bielefeld University
Department: CITEC
Position: Coordinator
https://www.uni-bielefeld.de/fakultaeten/technische-fakultaet/arbeitsgruppen/semantic-computing/
Understanding without knowledge is like running without legs.

Knowledge representation, knowledge acquisition, knowledge-enhanced natural language processing

  • Towards Co-Constructed Explanations: A Multi-Agent Reasoning-Based Conversational System for Adaptive Explanations (2026)

    Authors: Dimitry Mindlin, Meisam Booshehri, Philipp Cimiano

    Published at: Hai 2025 Proceedings of the 13th International Conference on Human Agent Interaction
    DOI: 10.1145/3765766.3765768

  • Improving Early Sepsis Onset Prediction Through Federated Learning (2026)

    Authors: Christoph Düsing, Philipp Cimiano

    Published at: Communications in Computer and Information Science (Volume: 2696 CCIS)
    DOI: 10.1007/978-3-032-17216-7_1

  • CompoST: A Benchmark for Analyzing the Ability of LLMs to Compositionally Interpret Questions in a QALD Setting (2026)

    Authors: David Maria Schmidt, Raoul Schubert, Philipp Cimiano

    Published at: Lecture Notes in Computer Science (Volume: 16140 LNCS)
    DOI: 10.1007/978-3-032-09527-5_1

  • Explanations for Medical Diagnosis Predictions Based on Argumentation Schemes (2026)

    Authors: Felix Liedeker, Olivia Sanchez-Graillet, Christian Brandt, Jörg Wellmer, Philipp Cimiano

    Published at: Communications in Computer and Information Science (Volume: 2580 CCIS)
    DOI: 10.1007/978-3-032-08333-3_7

  • Best practices for the collection and analysis of patient experience data from social media for patient-focused drug development (2026)

    Authors: Philipp Cimiano, Nicole Brazda, Matthias Hartung, Cornelius Starke-Knäusel, Ana Lucia Schmidt, Maria Carmela De Vuono, Aditya Tyagi, Jürgen Gottowik, Raul Rodriguez-Esteban, Ben Collins, Krzysztof Wieckowski, Thierry Escudier

    Published at: Frontiers in Medicine (Volume: 12)
    DOI: 10.3389/fmed.2025.1703923

  • Finding Good Neighbors: Examining the Importance of Neighborhood Selection for Link Prediction (2025)

    Authors: Moritz Blum, Moritz Plenz, Basil Ell, Philipp Cimiano

    Published at: K CAP 2025 Proceedings of the 13th Knowledge Capture Conference 2025
    DOI: 10.1145/3731443.3771352

  • Towards Lightweight Input Control for Cross-Device Federated Learning with Dynamic Participation (2025)

    Authors: Christoph Düsing, Philipp Cimiano

    Published at: Fledge AI 2025 Proceedings of the 2025 Federated Learning and Edge AI for Privacy and Mobility
    DOI: 10.1145/3737899.3768525

  • Open challenges for the automatic synthesis of clinical trials (2025)

    Authors: Olivia Sanchez-Graillet, David M. Schmidt, Christian Kullik, Philipp Cimiano

    Published at: BMC Research Notes (Volume: 18)
    DOI: 10.1186/s13104-025-07121-6

  • Rethinking federated learning as a digital platform for dynamic and value-driven participation (2025)

    Authors: Christoph Düsing, Philipp Cimiano

    Published at: Future Generation Computer Systems (Volume: 171)
    DOI: 10.1016/j.future.2025.107847

  • Leveraging local data sampling strategies to improve federated learning (2025)

    Authors: Christoph Düsing, Philipp Cimiano, Benjamin Paaßen

    Published at: International Journal of Data Science and Analytics (Volume: 20)
    DOI: 10.1007/s41060-024-00625-7