| 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 | From Neck to Head: Bio-Impedance Sensing for Head Pose Estimation. | Mengxi Liu, Lala Shakti Swarup Ray, Sizhen Bian, Ko Watanabe, Ankur Bhatt, Joanna Sorysz, Russel N. Torah, Bo Zhou, Paul Lukowicz |
| 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 | Collaborative Human Activity Recognition with Passive Inter-Body Electrostatic Field. | Sizhen Bian, Vtor Fortes Rey, Siyu Yuan, 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 | CVPR | Retina : Low-Power Eye Tracking with Event Camera and Spiking Hardware. | Pietro Bonazzi, Sizhen Bian, Giovanni Lippolis, Yawei Li, Sadique Sheik, Michele Magno |
| 2024 | ECCV | Ultra-Efficient On-Device Object Detection on AI-Integrated Smart Glasses with TinyissimoYOLO. | Julian Moosmann, Pietro Bonazzi, Yawei Li, Sizhen Bian, Philipp Mayer, Luca Benini, Michele Magno |
| 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 | Earable and Wrist-worn Setup for Accurate Step Counting Utilizing Body-Area Electrostatic Sensing. | Sizhen Bian, Rakita Strahinja, Philipp Schilk, Clnin Marc-Andr, Silvano Cortesi, Kanika S. Dheman, Elio Reinschmidt, Michele Magno |
| 2024 | ISWC | On-device Learning of EEGNet-based Network For Wearable Motor Imagery Brain-Computer Interface. | Sizhen Bian, Pixi Kang, Julian Moosmann, Mengxi Liu, Pietro Bonazzi, Roman Rosipal, Michele Magno |
| 2024 | ISWC | iKAN: Global Incremental Learning with KAN for Human Activity Recognition Across Heterogeneous Datasets. | Mengxi Liu, Sizhen Bian, Bo Zhou, Paul Lukowicz |
| 2023 | ISCAS | ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications. | Georg Rutishauser, Robin Hunziker, Alfio Di Mauro, Sizhen Bian, Luca Benini, Michele Magno |
| 2023 | ISWC | Evaluating Spiking Neural Network on Neuromorphic Platform For Human Activity Recognition. | Sizhen Bian, Michele Magno |
| 2023 | PERCOM | 3D Hand Tracking with Induced Magnetic Field. | Sizhen Bian, Bo Zhou, Paul Lukowicz, Mengxi Liu, Michele Magno, Kexuan Guo |
| 2022 | ISWC | Non-contact, real-time eye blink detection with capacitive sensing. | Mengxi Liu, Sizhen Bian, Paul Lukowicz |
| 2020 | ISWC | A wearable magnetic field based proximity sensing system for monitoring COVID-19 social distancing. | Sizhen Bian, Bo Zhou, Hymalai Bello, Paul Lukowicz |
| 2020 | Mobiquitous | Finger Air Writing - Movement Reconstruction with Low-cost IMU Sensor. | Junaid Younas, Hector Margarito, Sizhen Bian, Paul Lukowicz |
| 2019 | PERCOM | Passive Capacitive based Approach for Full Body Gym Workout Recognition and Counting. | Sizhen Bian, Vitor F. Rey, Peter Hevesi, Paul Lukowicz |
| 2019 | PERCOM | Wrist-Worn Capacitive Sensor for Activity and Physical Collaboration Recognition. | Sizhen Bian, Vitor F. Rey, Junaid Younas, Paul Lukowicz |