| 2026 | HCI | Iterative Integrated Gradients: Improving Comprehensibility of Deep Neural Networks. | Jannis L. Heising, Carsten Lanquillon, Carsten Wittenberg, Nicolaj C. Stache |
| 2026 | HCI | How Models Say No: Localizing Safety Mechanisms in Mixture-of-Experts Models. | Carsten Lanquillon, Sigurd Schacht |
| 2026 | HCI | ParentEval: A Multi-dimensional Age Rating Framework for Large Language Models. | Sigurd Schacht, Carsten Lanquillon |
| 2026 | HCI | Process for Generating Labeled Datasets in Pick-and-Place Use Cases. | Tobias Schmieg, Manuel Schulz, Carsten Wittenberg, Carsten Lanquillon, Nicolaj C. Stache |
| 2026 | ITiCSE | Interaction Patterns With Data Science AI Tutor In Project-Based Learning. | Yannik A. Langer, Leon Ciechanowski, Matteo Casserini, Kinga Skorupska, Arkadiusz Modzelewski, Carsten Lanquillon, Adam Wierzbicki |
| 2025 | HCI | A Survey of LLM-Based Methods for Synthetic Data Generation and the Rise of Agentic Workflows. | Ahmad Alismail, Carsten Lanquillon |
| 2025 | HCI | AI-Supported Root Cause Analysis in Automotive Quality Problem Solving: A Cross Domain Literature Review. | Patrick Kaftan, Carsten Lanquillon, Nicolaj C. Stache |
| 2025 | HCI | Mapping Moral Reasoning Circuits: A Mechanistic Analysis of Ethical Decision-Making in Large Language Models. | Sigurd Schacht, Carsten Lanquillon |
| 2025 | HCI | Enhancing Knowledge Preservation in Machine Learning Research: Jupyter Notebooks as an Interactive Documentation Tool. | Tobias Schmieg, Fabian Schoch, Nicholas Schloer, Carsten Lanquillon, Carsten Wittenberg, Nicolaj C. Stache |
| 2025 | HCI | Anomaly Detection on Real-World Industrial Manufacturing Applications with Additional Anomaly Type Clustering. | Fabian Schoch, Pascal Graf, Tobias Schmieg, Nicholas Schloer, Carsten Wittenberg, Carsten Lanquillon, Nicolaj C. Stache |
| 2025 | HCI | SeLLMA: A Secure Large Language Model Adaptation Framework for Privacy-Preserving Enterprise Applications. | Thomas Wacker, Yannick Kreppein, Carsten Lanquillon |
| 2024 | CSIT | Deep Anomaly Detection with Extended Transformer-Based Model on Tennessee Eastman Process Dataset. | Fabian Schoch, Pascal Graf, Tobias Schmieg, Carsten Wittenberg, Carsten Lanquillon, Nicolaj C. Stache |
| 2024 | HCI | Challenges of Machine Failure Prediction with Product Data - A Case Study. | Dominik Buhl, Carsten Lanquillon |
| 2024 | HCI | Evaluation of Generative AI-Assisted Software Design and Engineering: A User-Centered Approach. | Mahsa Fischer, Carsten Lanquillon |
| 2024 | HCI | Optimizing the Industrial Human-Machine Interface: Holographic Surfaces and Their Role in Anomaly Detection. | Nicholas Schloer, Sabine Boos, Felix Harst, Carsten Lanquillon, Morris Ohrnberger, Fabian Schoch, Nicolaj C. Stache, Carsten Wittenberg |
| 2024 | HCI | Time Series Representation Learning: A Survey on Deep Learning Techniques for Time Series Forecasting. | Tobias Schmieg, Carsten Lanquillon |
| 2024 | HCI | Enhancing Large Language Models Through External Domain Knowledge. | Laslo Welz, Carsten Lanquillon |
| 2024 | HCI | Unlocking Operational Clarity: The Integration of Artificial Intelligence, Digital Twins, and Mixed Reality in Production for Enhanced User Transparency. | Carsten Wittenberg, Sabine Boos, Felix Harst, Carsten Lanquillon, Morris Ohrnberger, Nicholas Schloer, Fabian Schoch, Nicolaj C. Stache |
| 2024 | ICAART | Towards Developing an Agent-Based Framework for Validating the Trustworthiness of Large Language Models. | Johannes Bubeck, Janick Greinacher, Yannik A. Langer, Tobias Roth, Carsten Lanquillon |
| 2024 | ICAART | ALISE: An Automated Literature Screening Engine for Research. | Hendrik Roth, Carsten Lanquillon |
| 2023 | HCI | Knowledge-Grounded and Self-extending NER. | Sudarshan Kamath Barkur, Sigurd Schacht, Carsten Lanquillon |
| 2023 | HCI | Conversation-Driven Refinement of Knowledge Graphs: True Active Learning with Humans in the Chatbot Application Loop. | Dominik Buhl, Daniel Szafarski, Laslo Welz, Carsten Lanquillon |
| 2023 | HCI | PromptIE - Information Extraction with Prompt-Engineering and Large Language Models. | Sigurd Schacht, Sudarshan Kamath Barkur, Carsten Lanquillon |
| 2023 | HCI | User Transparency of Artificial Intelligence and Digital Twins in Production - Research on Lead Applications and the Transfer to Industry. | Carsten Wittenberg, Sabine Boos, Felix Harst, Carsten Lanquillon, Morris Ohrnberger, Nicholas Schloer, Fabian Schoch, Nicolaj C. Stache |
| 2000 | DEXA | A KDD Experience Factory: Using Textual CBR for Reusing Lessons Learned. | Kai Bartlmae, Carsten Lanquillon |
| 1999 | CIKM | Adaptive Information Filtering: Detecting Changes in Text Streams. | Carsten Lanquillon, Ingrid Renz |
| 1998 | KDD | Evaluating Usefulness for Dynamic Classification. | Gholamreza Nakhaeizadeh, Charles C. Taylor, Carsten Lanquillon |