Session 1: Human Activity Recognition
- SPECTRA: An Efficient Spectral-Informed Neural Network for Sensor-Based Activity Recognition
Deepika Gurung; Lala Shakti Swarup Ray; Mengxi Liu; Bo Zhou; Paul Lukowicz
- RAG-HAR: Retrieval Augmented Generation-based Human Activity Recognition
Nirhoshan Sivaroopan; Hansi Karunarathna; Chamara Madarasingha; Anura P Jayasumana; Kanchana Thilakarathna
- HARBench: A Comprehensive Benchmark for Evaluating Foundation Models in Sensor-based Human Activity Recognition
Kei Tanigaki; Takuya Maekawa; Takahiro Hara
- A Teaching Assistant for Teacher-Student Learning: Knowledge Transfer from Skeleton to Inertial Sensing for Activity Recognition in Industrial Domains
Hongyin Qiao; Qingxin Xia; Hamada Rizk; Takuya Maekawa
Sesssion 2: Advanced Sensing Systems
- μTouch: Enabling Accurate, Lightweight Self-Touch Sensing with Passive Magnets
Siyuan Wang; Ke Li; Jingyuan Huang; Jike Wang; Cheng Zhang; Alanson Sample; Dongyao Chen
- SolarTrack: Exploring the Continuous Tracking Capabilities of Wearable Solar Harvesters
Yasien Ghalwash; Abdelwahed Khamis; Moid Sandhu; Sara Khalifa; Raja Jurdak
- CARE: Contrastive Alignment for ADL Recognition from Event-Triggered Sensor Streams
Junhao Zhao; Zishuai Liu; Ruili Fang; Jin Lu; Linghan Zhang; Fei Dou
- SenseLess: Minimal Vision, Maximum Insight for Smart Homes
Norah Abdullah Albazzai; Omer Rana; Charith Perera
Session 3: Best Paper Candidates
- Wandatch: Infrastructure-Free Point-to-Command with Smartwatches and Speakers
Lin Chen; Yandao Huang; Minghui Qiu; Shuxin Zhong; Jun Chen; Kaishun Wu
- HoloQRam: Efficient Real-Time Spatial Video Delivery via Animated QR Codes
Jaewon Choi; JeongGil Ko
- MentalCare: Contrastive Disentanglement and Positive Transfer for Psychiatric Disorder Detection with a Wristband-Smartphone System
Yufei Zhang; Wenting Kuang; Zite Huang; Changhe Fan; Yongpan Zou
Session 4: Edge Intelligence and IoT Systems
- ECORE: Energy-Conscious Optimized Routing for Deep Learning Models at the Edge
Daghash Khalid Alqahtani; Maria A. Rodriguez; Muhammad Aamir Cheema; Hamid Rezatofighi; Adel N. Toosi
- Beyond Communication: On-Modem DNN Inference and Training for Home Appliances
Insung Jung; Seulki Lee
- PSMark: A Distributed IoT Benchmark for Publish/Subscribe Under Domain-Based Workloads
Christian Badolato; Nathan Samson; Houssam Hajj Hassan; Chih-Kai Huang; Georgios Bouloukakis; Primal Pappachan; Roberto Yus
- TinySense: Effective CSI Compression for Scalable and Accurate Wi-Fi Sensing
Toan Gian; Dung Trung Tran; Viet Quoc Pham; Francesco Restuccia; Van-Dinh Nguyen
Sesssion 5: Spotlight Feature Session (incl. Coffee)
- Now You See Me, Now You Don’t: Consent-Driven Privacy for Smart Glasses
Yahya Khawaja; Eman Nabeel; Sana Humayun; Eruj Javed; Katharina Krombholz; Muhammad Hamad Alizai; Naveed Anwar Bhatti
- LEAF: Layer-Wise Energy-Adaptive Framework for Multi-DNN Real-Time Intermittent Systems
Hyunwoo Koo; Wonyeong Lee; Jinkyu Lee
- Addressing Extra Voices and Background Noise in Continuous Speech Monitoring: A Case Study on Chronic Obstructive Pulmonary Disease
Salaar Liaqat; Daniyal Liaqat; Tatiana Son; Robert Wu; Andrea Gershon; Eyal de Lara; Alex Mariakakis
- ReFDrone: One-Shot Indoor Drone 4DoF Estimation via Rolling-Shutter AoA from Floor-Reflected Light
Yusei Onishi; Hiroaki Murakami; Masanari Nakamura; Hiromichi Hashizume; Masanori Sugimoto
- AcouBLE: Clock-Seeding BLE chips via Acoustic Signals for Extended Energy Efficiency
Mohammad Rostami; Gentian Jakllari
- Towards Device-Free Gaming with mmWave Radar
Yukuan Ding; Harvy Martinez; Girish Vaidya; Koendert Langendoen; Marco Zuniga
- ScaleWave: Breaking Through Resource Bottlenecks to Scale Up Serverless Computing at the Edge
Summit Shrestha; Zheng Song; Eli Tilevich; Zhengquan Li; Christine Julien; Probir Roy
- Fed-CASQ: Enhancing Class-Wise Accuracy in Pervasive Federated Learning with Class-Aware Scaling and Quantization
Emon Dey; Anuradha Ravi; Gaurav Shinde; Garvit Chugh; Indrajeet Ghosh; Archan Misra; Nirmalya Roy
- Dynamic Client Selector: A Double Deep Q-Learning Framework for Efficient Federated Learning
Sangeen Khan; Md Monjurul Karim; Muhammad Muzammal; Qiang Qu
- Efficient Memory Usage For Edge FaaS Platforms
Djob Mvondo; Boris Teabe; Nikos Parlavantzas
- D-SYNC: Enhancing Vehicle Localization with Dashcam-Satellite Image Synchronization
Peng Jiang; Liuwan Zhu; Rui Ning; Michael Wu; ChunSheng Xin
Session 6: Risks, Security and Systems for Pervasive Models
- A Picture is Worth a Thousand Risks: Inferring Privacy Risks from Home Interior Images via Object-Level Sensitivity Analysis
Lindrit Kqiku; Eddie Bark; Archan Misra; Delphine Reinhardt
- HoSig-Align I: Edge-Native Threat Attribution using Homology Blocks in IoT-Pervasive Networks
Aiting Yao; Shantanu Pal; Chengzu Dong; Di Shao; Wenying Feng; Ruonan Li; Zhaoquan Gu
- Foreground Graphics-Aware Runtime DNN Scheduling on Mobile GPUs
Minju Kang; Jaeho Jin; Sungmin Lee; JeongGil Ko
- MERCI: Adaptive Multi-Expert Inference for Dynamic and Large-Vocabulary Vision Perception
Wootack Kim; Minkyung Jeong; Seokgyeong Shin; Juheon Yi; Youngki Lee
Session 7: Mobile and Ambient Sensing for Health and Navigation
- HydratEar: Non-Invasive Hydration Monitoring using In-Ear Acoustic Reflectometry
Garvit Chugh; Suchetana Chakraborty
- Attention Feature Fusion with Cluster Contrastive Learning for Snoring and Breath-Holding Detection Using Seismic Sensing
Yingjian Song; Jiayu Chen; Zixuan Zeng; Yida Zhang; Zaid Farooq Pitafi; Bradley G. Phillips; Xiang Zhang; Fei Dou; WenZhan Song
- SignAlign: A Smartphone-Based Visual Positioning System for Enhanced Bicycle Safety
Lennart Busch; Lars Mathuseck; Johann Götz; Judith Simone Heinisch; Klaus David
- Argos: Leveraging Visual Priors for Scalable Wireless Navigation in Dynamic Environments
Arko Datta; Tharaneeshwaran V U; Aravindh Sriram Kumar A G; Ayon Chakraborty