| 2025 | BPM | Detecting Undesired Process Behavior by Means of Retrieval Augmented Generation. | Michael Grohs, Adrian Rebmann, Jana-Rebecca Rehse |
| 2025 | BPM | LLMs for BPM - From First-Wave Features to Process Understanding and Lasting Impact(?). | Adrian Rebmann |
| 2025 | ICPM | LLMs that Understand Processes: Instruction-tuning for Semantics-Aware Process Mining. | Vira Pyrih, Adrian Rebmann, Han van der Aa |
| 2024 | ICPM | Evaluating the Ability of LLMs to Solve Semantics-Aware Process Mining Tasks. | Adrian Rebmann, Fabian David Schmidt, Goran Glavas, Han van der Aa |
| 2023 | BPM | BPMN2Constraints: Breaking Down BPMN Diagrams into Declarative Process Query Constraints. | Arvid Bergmann, Adrian Rebmann, Timotheus Kampik |
| 2023 | BPM | Does This Make Sense? Machine Learning-Based Detection of Semantic Anomalies in Business Processes. | Julian Caspary, Adrian Rebmann, Han van der Aa |
| 2023 | CaiSE | Unsupervised Task Recognition from User Interaction Streams. | Adrian Rebmann, Han van der Aa |
| 2023 | ICPM | M-viz: A Tool for the Step-by-step Visualization of the Inductive Miner. | Florian Lang, Din Hida, Yingjie Bian, Adrian Rebmann, Han van der Aa |
| 2023 | ICPM | From OCEL to DOCEL - Datasets and Automated Transformation. | Alexandre Goossens, Adrian Rebmann, Johannes De Smedt, Jan Vanthienen, Han van der Aa |
| 2022 | BPM | Uncovering Object-Centric Data in Classical Event Logs for the Automated Transformation from XES to OCEL. | Adrian Rebmann, Jana-Rebecca Rehse, Han van der Aa |
| 2022 | ICDE | GECCO: Constraint-driven Abstraction of Low-level Event Logs. | Adrian Rebmann, Matthias Weidlich, Han van der Aa |
| 2022 | ICPM | Multi-perspective Identification of Event Groups for Event Abstraction. | Adrian Rebmann, Peter Pfeiffer, Peter Fettke, Han van der Aa |
| 2021 | BPM | Abstracting Low-level Event Data for Meaningful Process Analysis. | Adrian Rebmann |
| 2021 | CaiSE | Extracting Semantic Process Information from the Natural Language in Event Logs. | Adrian Rebmann, Han van der Aa |
| 2020 | BPM | IoT-Based Activity Recognition for Process Assistance in Human-Robot Disaster Response. | Adrian Rebmann, Jana-Rebecca Rehse, Mira Pinter, Marius Schnaubelt, Kevin Daun, Peter Fettke |
| 2019 | BPM | Enabling the Discovery of Manual Processes Using a Multi-modal Activity Recognition Approach. | Adrian Rebmann, Andreas Emrich, Peter Fettke |