| 2026 | ICAART | Am I Sure? Leveraging Expert Uncertainty for Reliable Inference in Smart Manufacturing. | Lukas Lodes, Alexander Schiendorfer |
| 2026 | KI | Achieving Fairness in Repeated Combinatorial Problems Through Deep Reinforcement Learning. | Julia Ruttmann, Alexander Schiendorfer |
| 2025 | ETFA | A Framework to integrate Machine Learning Decision Preferences in Manufacturing Use Cases. | Kristina Dachtler, Alexander Schiendorfer |
| 2025 | ETFA | Towards a Configurable and Reusable RL Training Infrastructure for AMRs in ROS2. | Pauline Steffel, Jrgen Bock, Alexander Schiendorfer |
| 2024 | ECAI | Gas Grid Copilot: Can a MORL Agent Assist a Dispatcher in Managing a Gas Grid? | Alexander Schiendorfer, Gheorghe Lisca, Karima Outafraout, Lilia Michailov, Pascal Ktzel, Rudolf Felix |
| 2024 | ETFA | A Multi-Layer Machine Learning Architecture for Near Real-Time Inference in Manufacturing Based on Apache Kafka and Selective Classification. | Lukas Lodes, Alexander Schiendorfer |
| 2024 | KI | SocialCOP: Reusable Building Blocks for Collective Constraint Optimization. | Julia Ruttmann, Alexander Schiendorfer |
| 2022 | CPAIOR | Towards Copeland Optimization in Combinatorial Problems. | Sidhant Bhavnani, Alexander Schiendorfer |
| 2021 | ICMLA | PermeabilityNets: Comparing Neural Network Architectures on a Sequence-to-Instance Task in CFRP Manufacturing. | Simon Stieber, Niklas Schrter, Ewald Fauster, Alexander Schiendorfer, Wolfgang Reif |
| 2020 | ETFA | Towards Real-time Process Monitoring and Machine Learning for Manufacturing Composite Structures. | Simon Stieber, Alwin Hoffmann, Alexander Schiendorfer, Wolfgang Reif, Matthias Beyrle, Jan Faber, Michaela Richter, Markus G. R. Sause |
| 2019 | CP | Reducing Bias in Preference Aggregation for Multiagent Soft Constraint Problems. | Alexander Schiendorfer, Wolfgang Reif |
| 2015 | ICAART | Modeling Hierarchical Resources Within a Unified Ontology - A Position Paper. | Alexander Schiendorfer, Yves Wautelet, Wolfgang Reif |
| 2014 | FedCSIS | Synthesised Constraint Models for Distributed Energy Management. | Alexander Schiendorfer, Jan-Philipp Steghfer, Wolfgang Reif |
| 2014 | ICAART | Synthesis and Abstraction of Constraint Models for Hierarchical Resource Allocation Problems. | Alexander Schiendorfer, Jan-Philipp Steghfer, Wolfgang Reif |
| 2014 | ICTAI | Quality over Quantity in Soft Constraints. | Alexander Knapp, Alexander Schiendorfer, Wolfgang Reif |
| 2013 | SGAI | Constraint Relationships for Soft Constraints. | Alexander Schiendorfer, Jan-Philipp Steghfer, Alexander Knapp, Florian Nafz, Wolfgang Reif |