Xin Liu

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Daniel McDuffGoogle and University of WashingtonDirección de correo verificada de media.mit.edu
Shwetak PatelUniversity of Washington, Washington Research Foundation Endowed Professor, Computer ScienceDirección de correo verificada de cs.washington.edu
Yuntao WangTsinghua UniversityDirección de correo verificada de tsinghua.edu.cn
Xuhai XuColumbia University | GoogleDirección de correo verificada de columbia.edu
Josh FrommHead of Machine Learning at OctoMLDirección de correo verificada de octoml.ai
Ziheng JiangResearch Scientist, ByteDanceDirección de correo verificada de bytedance.com
Tim AlthoffAssociate Professor of Computer Science, University of WashingtonDirección de correo verificada de cs.washington.edu
Paolo BonatoHarvard Medical SchoolDirección de correo verificada de partners.org
Sunghoon Ivan LeeAssociate Professor of Computer Science, University of Massachusetts AmherstDirección de correo verificada de cs.umass.edu
Javier HernandezPrincipal Researcher at Microsoft ResearchDirección de correo verificada de microsoft.com
Ming-Zher PohGoogle, MITDirección de correo verificada de mit.edu
Jennifer MankoffUniversity of WashingtonDirección de correo verificada de cs.washington.edu
Anind K. DeyUniversity of WashingtonDirección de correo verificada de uw.edu
Yuzhe YangAssistant Professor, UCLADirección de correo verificada de ucla.edu
Vikram IyerAssistant Professor, Paul G. Allen School of Computer Science and Engineering, University of WashingtonDirección de correo verificada de uw.edu
Jacob E SunshineAssociate Professor, University of WashingtonDirección de correo verificada de uw.edu
Alex MariakakisUniversity of TorontoDirección de correo verificada de cs.toronto.edu
Lianhui QinUC San Diego, Computer Science and EngineeringDirección de correo verificada de ucsd.edu
Yun LiuSenior Staff Research Scientist, Google ResearchDirección de correo verificada de google.com

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Xin Liu

Google | University of Washington

Dirección de correo verificada de cs.washington.edu - Página principal

Ubiquitous Computing Machine Learning Mobile Health Human-Computer Interaction Sensing


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement X Liu, J Fromm, S Patel, D McDuff 🌟 NeurIPS 2020 (Oral, Top 1%), 2020	286	2020
Efficientphys: Enabling simple, fast and accurate camera-based cardiac measurement X Liu, B Hill, Z Jiang, S Patel, D McDuff Proceedings of the IEEE/CVF winter conference on applications of computer …, 2023	131*	2023
Large language models are few-shot health learners X Liu, D McDuff, G Kovacs, I Galatzer-Levy, J Sunshine, J Zhan, MZ Poh, ... arXiv preprint arXiv:2305.15525, 2023	103	2023
rPPG-Toolbox: Deep Remote PPG Toolbox X Liu, G Narayanswamy, A Paruchuri, X Zhang, Zhang, J Tang, Y Yang, ... NeurIPS 2023, 2022	82*	2022
MetaPhys: few-shot adaptation for non-contact physiological measurement X Liu, Z Jiang, J Fromm, X Xu, S Patel, D McDuff Proceedings of the Conference on Health, Inference, and Learning, 154-163, 2021	75	2021
A novel upper-limb function measure derived from finger-worn sensor data collected in a free-living setting SI Lee, X Liu, S Rajan, N Ramasarma, EK Choe, P Bonato PloS one 14 (3), e0212484, 2019	52	2019
The use of a finger-worn accelerometer for monitoring of hand use in ambulatory settings X Liu, S Rajan, N Ramasarma, P Bonato, SI Lee 🏅 (Cover Article Nominee) IEEE journal of biomedical and health informatics …, 2018	48	2018
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization X Xu, H Zhang, Y Sefidgar, Y Ren, X Liu, W Seo, J Brown, K Kuehn, ... NeurIPS 2022, 2022	47	2022
SCAMPS: Synthetics for Camera Measurement of Physiological Signals D McDuff, M Wander, X Liu, BL Hill, J Hernandez, J Lester, T Baltrusaitis 🌟 NeurIPS 2022 (Oral Top 1%), 2022	45	2022
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices X Liu, Y Li, J Fromm, Y Wang, Z Jiang, A Mariakakis, S Patel Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2021	44	2021
SimPer: Simple Self-Supervised Learning of Periodic Targets Y Yang, X Liu, J Wu, S Borac, D Katabi, MZ Poh, D McDuff 🌟 ICLR 2023 (Oral Top 0.1% Review & Notable Top 5%), 2022	42	2022
Using high-fidelity avatars to advance camera-based cardiac pulse measurement D Mcduff, J Hernandez, X Liu, E Wood, T Baltrusaitis IEEE Transactions on Biomedical Engineering 69 (8), 2646-2656, 2022	38*	2022
Mmpd: multi-domain mobile video physiology dataset J Tang, K Chen, Y Wang, Y Shi, S Patel, D McDuff, X Liu 2023 45th Annual International Conference of the IEEE Engineering in …, 2023	34	2023
GLOBEM: cross-dataset generalization of longitudinal human behavior modeling X Xu, X Liu, H Zhang, W Wang, S Nepal, Y Sefidgar, W Seo, KS Kuehn, ... 🏆 (Best Paper Award) Proceedings of the ACM on Interactive, Mobile, Wearable …, 2023	26	2023
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements G Narayanswamy, Y Liu, Y Yang, C Ma, X Liu, D McDuff, S Patel WACV 2024, 2023	25	2023
Beat-to-beat cardiac pulse rate measurement from video BL Hill, X Liu, D McDuff Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021	23	2021
MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing X Liu, Y Wang, S Xie, X Zhang, Z Ma, D McDuff, S Patel Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022	21	2022
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models Z Englhardt, C Ma, ME Morris, CC Chang, XO Xu, L Qin, D McDuff, X Liu, ... Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2024	19	2024
Exploring and characterizing large language models for embedded system development and debugging Z Englhardt, R Li, D Nissanka, Z Zhang, G Narayanswamy, J Breda, X Liu, ... Extended Abstracts of the CHI Conference on Human Factors in Computing …, 2024	19	2024
RGB Camera-based Physiological Sensing: Challenges and Future Directions X Liu, S Patel, D McDuff arXiv preprint arXiv:2110.13362, 2021	19	2021

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