| MIRAGE: A Multi-Intent Resilience-Aware Governance Engine for Secure and Adaptive B5G Networks | Sameer Ali and Helena Rifà-Pous (Universitat Oberta de Catalunya, Spain) |
| Tiny-ish ML for Big Impact: How to Utilise EdgeAI in Software-Defined Vehicles | Benjamin Kämä (University of Oulu, Finland) |
| Human-in-the-Loop Automotive Sensing for Human-Aware Software-Defined Vehicles | Prabhash Rathnayake (University of Oulu, Finland) |
| Non-Invasive Driver Monitoring: A contactless rPPG Approach using NIR Camera | Federico Digiacomo (Polytechnic Institute of Turin, Italy); Gabriella Olmo (Politecnico di Torino, Italy); Alessandro Gumiero and Luigi Della Torre (STMicroelectronics, Italy) |
| Speaker Verification Under Intra-speaker Variability | Magdalena Gołębiowska (Wroclaw University of Science and Technology, Poland) |
| Lightweight Models and Representations for Efficient and Robust Video Copy Detection | Katarzyna Fojcik (Wroclaw University of Science and Technology, Poland) |
| Wearable-Enabled Screening of RBD Through HRV-Based Machine Learning | Umberto Mosca (Polytechnic Institute of Turin, Italy) |
| NDIR Optical E-Nose for Contactless Diabetes Monitoring and Diagnosis: An integrated HW-AI Framework | Gabriele Giarrusso and Gabriella Olmo (Politecnico di Torino, Italy); Alessandro Gumiero (STMicroelectronics, Italy) |
| Graph-Based Adaptive Evacuation under Stochastic Wildfire Spread | Sowjanya Tammali (Missouri University of Science and Technology, USA) |
| Earables at Work: Multimodal Sensing for Stress, Safety and Silent Collaboration | Egemen Işgüder (University of Twente, The Netherlands) |
| The Role of Transformers and Positional Encoding in Detecting Cyclic Patterns from Wearables Data | Melika Mirzaseyedi, Abdelwahab Hamou-Lhadj and Paula Lago (Concordia University, Canada) |
| Rethinking Energy Harvesters as Sensors: A new Paradigm for Continuous Motion Tracking | Yasien Ghalwash (Queensland University of Technology (QUT), Australia) |
| Personalized and Robust Federated Learning for Pervasive Healthcare | Sadia Islam (Missouri University of Science & Technology, USA); Sajal K. Das (Missouri University of Science and Technology, USA) |
| Efficient and Privacy-Preserving Large Language Model Inference at the Edge | Vilhelm Toivonen (Helsinki University, Finland); Xiang Su (University of Helsinki, Finland) |
