Publication

2021

[12] Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing

Daniel McDuff, Xin Liu, Javier Hernandez, Erroll Wood, Tadas Baltrusaitis

International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021)

[11] Online Mobile App Usage as an Indicator of Sleep Behavior and Job Performance

Chunjong Park, Morelle Arian, Xin Liu, Leon Sasson, Jeffrey Kahn, Shwetak Patel, Alex Mariakakis, Tim Althoff

International World Wide Web Conference (WWW 2021), PDF

[10] MetaPhys: Few-Shot Adaptation for Non-Contact Physiological Measurement

Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak Patel, Daniel McDuff

ACM Conference on Health, Inference, and Learning (ACM-CHIL 2021), PDF, CODE

Selected Media Coverage: [UW News] [ACM TechNews Headline] [IEEE Spectrum][GeekWire]

[9] SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices

Xin Liu, Yuang Li, Josh Fromm, Yuntao Wang, Ziheng Jiang, Alex Mariakakis, Shwetak Patel

Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/Ubicomp 2021), PDF

[8] HulaMove: Using Commodity IMU for Waist Interaction

Xuhai Xu, Jiahao Li, Tianyi Yuan, Liang He, Xin Liu, Yukang Yan, Yuntao Wang, Yuanchun Shi, Jennifer Mankoff, Anind K Dey

ACM CHI Conference on Human Factors in Computing Systems (CHI 2021), PDF

2020

[7] Novel approach to estimate tuberculosis transmission in primary care clinics in sub-Saharan Africa: protocol of a prospective study

Kathrin Zürcher et al.,

BMJ Open, 2020

[6] Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars

Daniel McDuff, Javier Hernandez, Xin Liu, Erroll Wood, Tadas Baltrusaitis

Preprint – Under Review, PDF

[5] Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement

Xin Liu, Josh Fromm, Shwetak Patel, Daniel McDuff

Conference on Neural Information Processing Systems (NeurIPS 2020), PDF , CODE  (Oral, Top 1%,  105 out of 9454 Submissions)

Selected Media Coverage: [Microsoft Research Webinar], [Microsoft Research Blog], [ZdNet]

2019 & 2018

[4] A Wearable RFID System to Monitor Hand Use for Individuals with Upper Limb Paresis

Young Lee, Xin Liu, Jeremy Gummeson, Sunghoon Ivan Lee

IEEE International Conference on Biomedical and Health Informatics (IEEE BHI’19). PDF

[3] A Novel Upper-Limb Function Measure Derived from Finger-Worn Sensor Data Collected in a Free-Living Setting

Sunghoon Ivan Lee, Xin Liu, Smita Rajan, Nathan Ramasarma, Eun Kyoung Choe, Paolo Bonato

PLoS One Journal. PDF.  SCI, IF: 2.740

[2] The Use of A Finger-Worn Accelerometer for Monitoring of Hand Use in Ambulatory Settings

Xin Liu, Smita Rajan, Nathan Ramasarma, Paolo Bonato, Sunghoon Ivan Lee

IEEE Journal of Biomedical and Health Informatics (J-BHI) 2019. PDF. SCI, IF: 5.223, (Cover Article Nominee)

[1] Finger-Worn Sensors for Accurate Functional Assessment of the Upper Limbs in Real-World Settings

Xin Liu, Smita Rajan, Nathan Ramasarma, Paolo Bonato, Sunghoon Ivan Lee

IEEE Engineering in Medicine and Biology Conference (EMBC 2018). PDF