When Should I Poke You? Predicting Opportune Moments for Mobile Interventions Using Passive Sensing
Nilesh Kumar Sahu, Aditya Sneh, Haroon R Lone
Indian Institute of Science Education and Research Bhopal (IISER Bhopal), Bhopal, Madhya Pradesh, India

ReliaGate: Reliability Routing for Low-Stakes Wearable Stress Prediction
Jaden Moon, Yu Wu, Arvind Pillai, Andrew Campbell
Dartmouth College, Hanover, New Hampshire, United States

Toward Smartphone-Based Posture Awareness for Physical Well-being under Everyday-Use Conditions
Naoyuki Morimoto
Mie University, Tsu, Mie, Japan

Supporting Couples' Social Well-being in Daily Life: A Needs Assessment and Co-design with Co-located Couples
Yuna Naito, Timothy Bickmore, Varun Mishra, Matthew S. Goodwin
Northeastern University, Boston, Massachusetts, United States

Noisync: Noise-Aware Schedule Coordination for Multi-Family Housing
Donghyeon Kang, Jaewoong Jang, Inseok Hwang
POSTECH, Pohang, Republic of Korea

Predicting Family Educational Climate from Naturalistic Audio Sensing of Parent–Child Homework Interactions
Changcheng Wang¹, Zihui Wang², Yajun Zhang³, Yuntao Wang⁴, Shantanu Pal⁵, Nan Gao⁶, Haining Zhang^6
1Shanghai Jiao Tong University, Shanghai, China
²University College London, London, United Kingdom
³University of Macau, Macau, China
⁴Tsinghua University, Beijing, China
⁵Deakin University, Melbourne, Australia
⁶Nankai University, Tianjin, China

Can we Evaluate Knee Joint Load from the Kinematics of Other Body Parts during Gait?
Ryoka Hamochi, Zeyu Liu, Guillaume Lopez
Aoyama Gakuin University, Sagamihara/Tokyo, Japan

Smartwatch-Based Chopstick Eating Activities Recognition Using Smartphone-Assisted Labeling
Huisha Yang
Department of Integrated Information Technology, Aoyama Gakuin University, Tokyo, Japan

Oto-Meal: Earable Sensing with PPG and IMU for Personalized Meal Awareness
Yuxuan Hou¹, Jiao Li², Linshan Jiang¹, Jin Zhang^1
1Southern University of Science and Technology, Shenzhen, Guangdong, China
²Shenzhen Polytechnic University, Shenzhen, Guangdong, China

CallSense: Sensing Call Engagement in Privacy-Constrained Call Center Environment with Commodity Smartwatches
Bonwoo Koo, Junmo Lee, Uichin Lee
KAIST, Daejeon, Republic of Korea

Indoor-Outdoor Classification Using Consumer Smartwatch Ambient Light Sensors in Everyday Environments
Thilini Savindya Karunarathna¹, Nhung Huyen Hoang¹, Joey Villeneuve², Edward F. Melcer², Zilu Liang^1
1Kyoto University of Advanced Science, Kyoto, Japan
²Carleton University, Ottawa, Ontario, Canada

Towards Trustworthy Agentic AI for Automated Wearable-Based Health Monitoring
Yuwei Zhang, Alex Loh, Qiang Yang, Cecilia Mascolo
University of Cambridge, Cambridge, United Kingdom

A Triangulate-and-Audit Framework for Measuring Depression-Indicative Self-Disclosure in YouTube Comments
Rosemary Li, Nuo Chen, Shenghan Gao, Zhihan Jiang
Columbia University, New York, New York, United States

Hallucinate or Omit? Safety Trade-offs in LLM-Generated Health Interpretations from Wearable Data
Zhao Wang¹, Xiuze Dong¹, Maosheng He¹, Wenxin Chen², Jiahui Liu¹, Qian Cheng¹, Runze Zhou^1
1Beijing Electronic Science and Technology Institute, Beijing, China
²Shanghai University, Shanghai, China

Protocol-Aware Test-Time Adaptation: Characterizing Stream Structure and Batch Normalization in Wearable Emotion Recognition
Shinsaku Takeuchi, Wataru Sasaki, Tomokazu Matsui, Hirohiko Suwa, Keiichi Yasumoto
Graduate School of Science and Technology, Nara Institute of Science and Technology, Ikoma, Nara, Japan

Space Enhanced ReID: Fast and Discriminative Person Search for Ambient Assisted Living
Xiaohao Xie¹, Wenhua Jiao^1,2, Bo Yu^1
1China University of Mining and Technology, Xuzhou, Jiangsu, China
²Inner Mongolia Normal University, Hohhot, China