Xin Liu

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Daniel McDuffGoogle and University of WashingtonAdresă de e-mail confirmată pe media.mit.edu
Shwetak PatelUniversity of Washington, Washington Research Foundation Endowed Professor, Computer ScienceAdresă de e-mail confirmată pe cs.washington.edu
Yuntao WangTsinghua UniversityAdresă de e-mail confirmată pe tsinghua.edu.cn
Xuhai XuAssistant Professor, Columbia University | GoogleAdresă de e-mail confirmată pe columbia.edu
Ziheng JiangResearch Scientist, ByteDanceAdresă de e-mail confirmată pe bytedance.com
Girish NarayanswamyUbiComp Lab, University of WashingtonAdresă de e-mail confirmată pe uw.edu
Josh FrommHead of Machine Learning at OctoMLAdresă de e-mail confirmată pe octoml.ai
Tim AlthoffAssociate Professor of Computer Science, University of WashingtonAdresă de e-mail confirmată pe cs.washington.edu
Akshay ParuchuriPhD Student, University of North Carolina at Chapel HillAdresă de e-mail confirmată pe cs.unc.edu
Paolo BonatoHarvard Medical SchoolAdresă de e-mail confirmată pe partners.org
Sunghoon Ivan LeeAssociate Professor of Computer Science, University of Massachusetts AmherstAdresă de e-mail confirmată pe cs.umass.edu
Javier HernandezPrincipal Researcher at Microsoft ResearchAdresă de e-mail confirmată pe microsoft.com
Ming-Zher PohGoogle, MITAdresă de e-mail confirmată pe mit.edu
Jennifer MankoffUniversity of WashingtonAdresă de e-mail confirmată pe cs.washington.edu
Anind K. DeyUniversity of WashingtonAdresă de e-mail confirmată pe uw.edu
Yuzhe YangAssistant Professor, UCLAAdresă de e-mail confirmată pe ucla.edu
Jacob E SunshineAssociate Professor, University of WashingtonAdresă de e-mail confirmată pe uw.edu
Vikram IyerAssistant Professor, Paul G. Allen School of Computer Science and Engineering, University of WashingtonAdresă de e-mail confirmată pe uw.edu
Alex MariakakisUniversity of TorontoAdresă de e-mail confirmată pe cs.toronto.edu
Yun LiuSenior Staff Research Scientist, Google ResearchAdresă de e-mail confirmată pe google.com

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Xin Liu

Google | University of Washington

Adresă de e-mail confirmată pe cs.washington.edu - Pagina de pornire

Ubiquitous Computing Machine Learning Mobile Health Human-Computer Interaction Sensing


Titlu Sortați după descrierea bibliografică Sortați după an Sortați după titlu	Citat de Citat de	Anul
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	292	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	135*	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	112	2023
rPPG-Toolbox: Deep Remote PPG Toolbox X Liu, G Narayanswamy, A Paruchuri, X Zhang, Zhang, J Tang, Y Yang, ... NeurIPS 2023, 2022	85*	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	72	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	51	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	50	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	46	2022
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	45	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	44	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	43	2021
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	39*	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	36	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
Towards a Personal Health Large Language Model J Cosentino, A Belyaeva, X Liu, NA Furlotte, Z Yang, C Lee, ... arXiv preprint arXiv:2406.06474, 2024	23	2024
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	22	2022
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	22	2021
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	20	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

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