| 2026 | AAAI | Promoting Sustainable Web Agents: Benchmarking and Estimating Energy Consumption Through Empirical and Theoretical Analysis. | Lars Krupp, Daniel Geiler, Vishal Banwari, Paul Lukowicz, Jakob Karolus |
| 2026 | PERCOM | This Is Taking Too Long - Investigating Time as a Proxy for Energy Consumption of LLMs. | Lars Krupp, Daniel Geiler, Francisco M. Calatrava-Nicols, Vishal Banwari, Paul Lukowicz, Jakob Karolus |
| 2025 | DATE | Multi-Partner Project: Sustainable Textile Electronics (STELEC). | Bo Zhou, Mengxi Liu, Sizhen Bian, Daniel Geiler, Paul Lukowicz, Jos Miranda, Jonathan Dan, David Atienza, Mohamed Amine Riahi, Norbert Wehn, Russel N. Torah, Sheng Yong, Jidong Liu, Stephen P. Beeby, Magdalena Kohler, Berit Greinke, Junchun Yu, Vincent Nierstrasz, Leila Sheldrick, Rebecca Stewart, Tommaso Nieri, Matteo Maccanti, Daniele S. Spinelli |
| 2025 | ISWC | TinierHAR: Towards Ultra-Lightweight Deep Learning Models for Efficient Human Activity Recognition on Edge Devices. | Sizhen Bian, Mengxi Liu, Vtor Fortes Rey, Daniel Geiler, Paul Lukowicz |
| 2025 | PERCOM | Strategies and Challenges of Efficient White-Box Training for Human Activity Recognition. | Daniel Geiler, Bo Zhou, Paul Lukowicz |
| 2025 | PERCOM | Assessing the Impact of Sampling Irregularity in Time Series Data: Human Activity Recognition As A Case Study. | Mengxi Liu, Daniel Geiler, Sizhen Bian, Bo Zhou, Paul Lukowicz |
| 2024 | HIC | Initial Investigation of Kolmogorov-Arnold Networks (KANs) as Feature Extractors for IMU Based Human Activity Recognition. | Mengxi Liu, Daniel Geiler, Dominique Nshimyimana, Sizhen Bian, Bo Zhou, Paul Lukowicz |
| 2024 | HIC | Towards Non-Distracting Smartphone Interaction While Biking Using Capacitive Sensing as Input Device. | Daniel Geiler, Bo Zhou, Hamraz Javaheri, Esther Friederike Zahn, Emil Woop, Stefan Schaffer, Paul Lukowicz, Jakob Karolus |
| 2024 | ICPR | TSAK: Two-Stage Semantic-Aware Knowledge Distillation for Efficient Wearable Modality and Model Optimization in Manufacturing Lines. | Hymalai Bello, Daniel Geiler, Sungho Suh, Bo Zhou, Paul Lukowicz |
| 2024 | ICPR | ALS-HAR: Harnessing Wearable Ambient Light Sensors to Enhance IMU-Based Human Activity Recognition. | Lala Shakti Swarup Ray, Daniel Geiler, Mengxi Liu, Bo Zhou, Sungho Suh, Paul Lukowicz |
| 2023 | IJCAI | Latent Inspector: An Interactive Tool for Probing Neural Network Behaviors Through Arbitrary Latent Activation. | Daniel Geiler, Bo Zhou, Paul Lukowicz |