| 2024 | ICPR | Time-Series Representation Learning via Heterogeneous Spatial-Temporal Contrasting for Remaining Useful Life Prediction. | Zhixin Huang, Yujiang He, Chandana Priya Nivarthi, Bernhard Sick, Christian Gruhl |
| 2024 | IJCNN | Spatial-Temporal Attention Graph Neural Network with Uncertainty Estimation for Remaining Useful Life Prediction. | Zhixin Huang, Yujiang He, Chandana Priya Nivarthi, Christian Gruhl, Bernhard Sick |
| 2024 | IJCNN | Multi-Task Representation Learning with Temporal Attention for Zero-Shot Time Series Anomaly Detection. | Chandana Priya Nivarthi, Zhixin Huang, Christian Gruhl, Bernhard Sick |
| 2023 | DATE | Self-awareness in Cyber-Physical Systems: Recent Developments and Open Challenges. | Lukas Esterle, Nikil D. Dutt, Christian Gruhl, Peter R. Lewis, Lucio Marcenaro, Carlo S. Regazzoni, Axel Jantsch |
| 2023 | ICMLA | DADO - Low-Cost Query Strategies for Deep Active Design Optimization. | Jens Decke, Christian Gruhl, Lukas Rauch, Bernhard Sick |
| 2020 | ICPR | Novelty Based Driver Identification on RR Intervals from ECG Data. | Florian Heidecker, Christian Gruhl, Bernhard Sick |
| 2020 | IJCNN | Improving Self-Adaptation For Multi-Sensor Activity Recognition with Active Learning. | Tuan Pham Minh, Daniel Kottke, Anna Tsarenko, Christian Gruhl, Bernhard Sick |