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ORCIDXin Liu 0034
Person information
- affiliation: University of Washington, Seattle, WA, USA
- affiliation (former): University of Massachusetts, College of Information and Computer Sciences, Amherst, MA, USA
Other persons with the same name
- Xin Liu — disambiguation page
- Xin Liu 0001
![[0000-0002-5705-0805]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-5705-0805")
— University of Chinese Academy of Sciences, Academy of Mathematics and Systems Science, State Key Laboratory of Scientific and Engineering Computing (LSEC), Beijing, China - Xin Liu 0002 — University of California, Davis, Department of Computer Science, CA, USA (and 1 more)
- Xin Liu 0003 — Shanghai University, School of Communication and Information Engineering, China (and 2 more)
- Xin Liu 0004 — Dalian University of Technology, Department of Construction Management, China
- Xin Liu 0005 — Southwest University, Chongqing, China
- Xin Liu 0006 — European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK
- Xin Liu 0007 — BGI-Shenzhen, Guangdong, China (and 1 more)
- Xin Liu 0008 — Curtin University, Australasian Joint Research Centre for Building Information Modelling, Bentley, Australia
- Xin Liu 0009 — Dalian University of Technology, School of Information and Communication Engineering, China (and 3 more)
- Xin Liu 0010 — Purdue University, School of Aeronautics and Astronautics, West Lafayette, IN, USA
- Xin Liu 0011 — Huaqiao University, Department of Computer Science, Xiamen, China (and 1 more)
- Xin Liu 0012 — Tianjin University, School of Electrical and Information Engineering, China (and 3 more)
- Xin Liu 0013 — Inner Mongolia University of Science and Technology, Baotou, China (and 1 more)
- Xin Liu 0014 — Beijing Institute of Technology, School of Automation, China
- Xin Liu 0015 — Institute of Microelectronics, A*STAR (Agency for Science, Technology and Research), Singapore (and 1 more)
- Xin Liu 0016 — Beijing University of Technology, Signal and Information Processing Laboratory, China
- Xin Liu 0017 — University of Waterloo, ON, Canada
- Xin Liu 0018 — National University of Defense Technology, School of Computer, Changsha, China (and 1 more)
- Xin Liu 0019 — Zhejiang University, College of Control Science and Engineering, Hangzhou, China
- Xin Liu 0020 — National Institute of Advanced Industrial Science and Technology, Artificial Intelligence Research Center, Tokyo, Japan (and 1 more)
- Xin Liu 0021 — Guilin University of Technology, College of Information Science and Engineering, China (and 1 more)
- Xin Liu 0022 — China University of Petroleum (East China), Department of Software Engineering, Qingdao, China (and 1 more)
- Xin Liu 0023 — Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, China
- Xin Liu 0024 — Central South University of China, School of Business, Changsha, China
- Xin Liu 0025 — Tongji University, School of Economics and Management, Shanghai, China
- Xin Liu 0026 — North China Electric Power University, Department of Electrical Engineering, Baoding, China
- Xin Liu 0027 — Hangzhou Dianzi University, School of Automation, China (and 2 more)
- Xin Liu 0028 — Stanford University School of Medicine, Department of Genetics, CA, USA (and 2 more)
- Xin Liu 0029 — Southern University of Science and Technology, Department of Mathematics, Shenzhen, China (and 1 more)
- Xin Liu 0030 — Lanzhou University, School of Information Science and Engineering, China
- Xin Liu 0031 — China University of Mining and Technology, School of Environment Science and Spatial Informatics, Xuzhou, China
- Xin Liu 0032 — Clemson University, Department of Mathematical Sciences, SC, USA
- Xin Liu 0033 — Taiyuan University of Technology, College of Physics and Optoelectronics, Key Laboratory of Advanced Transducers and Intelligent Control Systems, Taiyuan, China
- Xin Liu 0035 — University of Arizona, Tucson, USA
- Xin Liu 0036 — Anhui University, School of Computer Science and Technology, Hefei, China
- Xin Liu 0037 — Texas A&M University, Department of Mathematics, College Station, TX, USA
- Xin Liu 0038 — Harbin Institute of Technology, School of Astronautics, Institute of Intelligent Control and Systems, Harbin, China
- Xin Liu 0039 — Hong Kong University of Science and Technology, Department of Computer Science and Engineering, Hong Kong
- Xin Liu 0040 — Lanzhou University, College of Atmospheric Sciences, Lanzhou, China
- Xin Liu 0041 — Huazhong University of Science and Technology, School of Optical and Electronic Information, Wuhan, China
- Xin Liu 0042 — Army Engineering University of PLA, College of Command and Control Engineering, Nanjing, China
- Xin Liu 0043 — Beijing University of Technology, School of Electronic Information and Control Engineering, Speech and Audio Signal Processing Laboratory, Beijing, China
- Xin Liu 0044 — Chinese Academy of Sciences, Institute of Computing Technology, Key Lab of Intelligent Information Processing, Beijing, China (and 1 more)
- Xin Liu 0045 — University of Maryland, Baltimore County, Department of Computer Science and Electrical Engineering, Baltimore, MD, USA
- Xin Liu 0046 — NEC Laboratories of America, Cupertino, CA, USA (and 1 more)
- Xin Liu 0047 — University of Calgary, Department of Computer Science, Calgary, Canada (and 1 more)
- Xin Liu 0048 — Liaoning Normal University, School of Mathematics, Dalian, China
- Xin Liu 0049 — ShanghaiTech University, Shanghai, China (and 1 more)
- Xin Liu 0050 — Lanzhou University, School of Information Science and Engineering, China
- Xin Liu 0051 — University of Macau, Department of Electrical and Computer Engineering / State Key Laboratory of Analog and Mixed-Signal VLSI, Macau
- Xin Liu 0052 — Taiyuan University of Science and Technology, College of Electronics and Information Engineering, China
- Xin Liu 0053 — Chinese Academy of Sciences, Shenzhen Key Laboratory for MRI, Lauterbur Imaging Research Center, China
- Xin Liu 0054 — Harbin Institute of Technology, School of Computer Science and Technology, Shenzhen Chinese Calligraphy Digital Simulation Engineering Laboratory, China
- Xin Liu 0055 — Hebei University of Technology, School of Artificial Intelligence, State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Tianjin, China
- Xin Liu 0056 — Brookhaven National Laboratory, Computer Science Center, Upton, NY, USA (and 1 more)
- Xin Liu 0057 — State University of New York at Buffalo, Department of Computer Science and Engineering, NY, USA
- Xin Liu 0058 — Illinois Institute of Technology, Department of Computer Science, Chicago, IL, USA
- Xin Liu 0059 — Duke University, Department of Computer Science, Durham, NC, USA (and 1 more)
- Xin Liu 0060 — Columbia University, Department of Biomedical Informatics, New York, NY, USA
- Xin Liu 0062 — University of California San Diego, Department of Electrical and Computer Engineering, CA, USA
- Xin Liu 0063 — Tsinghua University, Department of Electronic Engineering, Beijing,China
- Xin Liu 0064 — University of Science and Technology Beijing, School of Computer and Communication Engineering, Beijing Key Laboratory of Knowledge Engineering for Materials Science, China (and 2 more)
- Xin Liu 0065 — Beihang University, School of Automation Science and Electrical Engineering, Beijing, China
- Xin Liu 0066 — Xiamen University, China
- Xin Liu 0067 — Beijing University of Posts and Telecommunications, State Key Laboratory of Networking and Switching Technology, China
- Xin Liu 0068 — Yanshan University, Department of Industrial Computer Control Engineering, Qinhuangdao, China
- Xin Liu 0069 — Chinese Academy of Sciences, Institute of Hydrobiology, State Key Laboratory of Freshwater Ecology and Biotechnology, Wuhan, China
- Xin Liu 0070 — Northwest University, School of Information Science and Technology, Xi'an, China
- Xin Liu 0071 — University of Science and Technology Liaoning, School of Electronic and Information Engineering, Anshan, China
- Xin Liu 0072 — Southwestern University of Finance and Economics, School of Statistics, Chengdu, China
- Xin Liu 0073 — Chinese Academy of Sciences, Institute of Computing Technology, State Key Laboratory of Computer Architecture, Beijing, China
- Xin Liu 0074 — University of Wollongong, Institute of Cybersecurity and Cryptology, School of Computing and Information Technology, NSW, Australia
- Xin Liu 0075 — Duke University, Department of Electrical and Computer Engineering, Durham, NC, USA (and 1 more)
- Xin Liu 0076 — Southeast University, School of Transportation, Jiangsu Key Laboratory of Urban ITS, Nanjing, China
- Xin Liu 0077 — University of Auckland, Electrical Computer and Software Engineering Department, New Zealand
- Xin Liu 0078 — Xi'an Jiaotong University, School of Mathematics and Statistics, China
- Xin Liu 0079 — Shandong University of Science and Technology, College of Geodesy and Geomatics, Qingdao, China
- Xin Liu 0080 — Qinghai Normal University, Computer Department, Xining, China
- Xin Liu 0081 — National Research Centre of Parallel Computer Engineering and Technology, Wuxi, China (and 1 more)
- Xin Liu 0082 — Tiangong University, Tianjin Key Laboratory of Modern Electromechanical Equipment Technology, China (and 2 more)
- Xin Liu 0083 — Qingdao University of Technology, School of Management Engineering, China
- Xin Liu 0084 — Chinese Academy of Sciences, Shanghai Institute of Technical Physics, Key Laboratory of Intelligent Infrared Perception, China
- Xin Liu 0085 — Hefei University of Technology, China (and 1 more)
- Xin Liu 0086 — East China Normal University, Shanghai, China (and 1 more)
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Journal Articles
- 2024
[j9]Zachary Englhardt, Chengqian Ma, Margaret E. Morris, Chun-Cheng Chang, Xuhai Xu, Lianhui Qin, Daniel McDuff, Xin Liu, Shwetak N. Patel, Vikram Iyer:
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8(2): 56:1-56:25 (2024)- [j8]Xuhai Orson Xu, Xin Liu, Han Zhang, Weichen Wang, Subigya Nepal, Yasaman S. Sefidgar, Woosuk Seo, Kevin S. Kuehn, Jeremy F. Huckins, Margaret E. Morris, Paula S. Nurius, Eve A. Riskin, Shwetak N. Patel, Tim Althoff, Andrew T. Campbell, Anind K. Dey, Jennifer Mankoff:
GLOBEM: Cross-Dataset Generalization of Longitudinal Human Behavior Modeling. GetMobile Mob. Comput. Commun. 28(2): 23-30 (2024) - 2023
- [j7]Ziqi Gao, Yuntao Wang, Jianguo Chen, Junliang Xing, Shwetak N. Patel, Xin Liu, Yuanchun Shi:
MMTSA: Multi-Modal Temporal Segment Attention Network for Efficient Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(3): 96:1-96:26 (2023) - [j6]Yuang Li, Yuntao Wang, Xin Liu, Yuanchun Shi, Shwetak N. Patel, Shao-fu Shih:
Enabling Real-Time On-Chip Audio Super Resolution for Bone-Conduction Microphones. Sensors 23(1): 35 (2023) - 2022
- [j5]Xin Liu, Yuntao Wang, Sinan Xie, Xiaoyu Zhang, Zixian Ma, Daniel McDuff, Shwetak N. Patel:
MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(1): 24:1-24:23 (2022) - [j4]Xuhai Xu, Xin Liu, Han Zhang, Weichen Wang, Subigya Nepal, Yasaman S. Sefidgar, Woosuk Seo, Kevin S. Kuehn, Jeremy F. Huckins, Margaret E. Morris, Paula S. Nurius, Eve A. Riskin, Shwetak N. Patel, Tim Althoff, Andrew Campbell, Anind K. Dey, Jennifer Mankoff:
GLOBEM: Cross-Dataset Generalization of Longitudinal Human Behavior Modeling. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(4): 190:1-190:34 (2022) - [j3]Daniel McDuff, Javier Hernandez, Xin Liu, Erroll Wood, Tadas Baltrusaitis:
Using High-Fidelity Avatars to Advance Camera-Based Cardiac Pulse Measurement. IEEE Trans. Biomed. Eng. 69(8): 2646-2656 (2022) - 2021
- [j2]Xin Liu, Yuang Li, Josh Fromm, Yuntao Wang, Ziheng Jiang, Alex Mariakakis, Shwetak N. Patel:
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5(1): 25:1-25:20 (2021) - 2019
- [j1]Xin Liu, Smita Rajan, Nathan Ramasarma, Paolo Bonato, Sunghoon Ivan Lee:
The Use of a Finger-Worn Accelerometer for Monitoring of Hand Use in Ambulatory Settings. IEEE J. Biomed. Health Informatics 23(2): 599-606 (2019)
Conference and Workshop Papers
- 2024
- [c19]Zachary Englhardt, Richard Li, Dilini Nissanka, Zhihan Zhang, Girish Narayanswamy, Joseph Breda, Xin Liu, Shwetak N. Patel, Vikram Iyer:
Exploring and Characterizing Large Language Models for Embedded System Development and Debugging. CHI Extended Abstracts 2024: 150:1-150:9 - [c18]Akshay Paruchuri, Xin Liu, Yulu Pan, Shwetak N. Patel, Daniel McDuff, Soumyadip Sengupta:
Motion Matters: Neural Motion Transfer for Better Camera Physiological Measurement. WACV 2024: 5921-5930 - [c17]Girish Narayanswamy, Yujia Liu, Yuzhe Yang, Chengqian Ma, Xin Liu, Daniel McDuff, Shwetak N. Patel:
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements. WACV 2024: 7899-7909 - 2023
- [c16]Jiankai Tang, Kequan Chen, Yuntao Wang, Yuanchun Shi, Shwetak N. Patel, Daniel McDuff, Xin Liu:
MMPD: Multi-Domain Mobile Video Physiology Dataset. EMBC 2023: 1-5 - [c15]Yuzhe Yang, Xin Liu, Jiang Wu, Silviu Borac, Dina Katabi, Ming-Zher Poh, Daniel McDuff:
SimPer: Simple Self-Supervised Learning of Periodic Targets. ICLR 2023 - [c14]Xin Liu, Girish Narayanswamy, Akshay Paruchuri, Xiaoyu Zhang, Jiankai Tang, Yuzhe Zhang, Roni Sengupta, Shwetak N. Patel, Yuntao Wang, Daniel McDuff:
rPPG-Toolbox: Deep Remote PPG Toolbox. NeurIPS 2023 - [c13]Xin Liu, Brian L. Hill, Ziheng Jiang, Shwetak N. Patel, Daniel McDuff:
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Cardiac Measurement. WACV 2023: 4997-5006 - 2022
- [c12]Xin Liu, Mingchuan Zhang, Ziheng Jiang, Shwetak N. Patel, Daniel McDuff:
Federated Remote Physiological Measurement with Imperfect Data. CVPR Workshops 2022: 2154-2163 - [c11]Daniel McDuff, Miah Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis:
SCAMPS: Synthetics for Camera Measurement of Physiological Signals. NeurIPS 2022 - [c10]Xuhai Xu, Han Zhang, Yasaman S. Sefidgar, Yiyi Ren, Xin Liu, Woosuk Seo, Jennifer Brown, Kevin S. Kuehn, Mike A. Merrill, Paula S. Nurius, Shwetak N. Patel, Tim Althoff, Margaret E. Morris, Eve A. Riskin, Jennifer Mankoff, Anind K. Dey:
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization. NeurIPS 2022 - 2021
- [c9]Xuhai Xu, Jiahao Li, Tianyi Yuan, Liang He, Xin Liu, Yukang Yan, Yuntao Wang, Yuanchun Shi, Jennifer Mankoff, Anind K. Dey:
HulaMove: Using Commodity IMU for Waist Interaction. CHI 2021: 503:1-503:16 - [c8]Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff:
MetaPhys: few-shot adaptation for non-contact physiological measurement. CHIL 2021: 154-163 - [c7]Daniel McDuff, Xin Liu, Javier Hernandez, Erroll Wood, Tadas Baltrusaitis:
Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing. EMBC 2021: 3742-3748 - [c6]Brian L. Hill, Xin Liu, Daniel McDuff:
Beat-to-Beat Cardiac Pulse Rate Measurement From Video. ICCVW 2021: 2739-2742 - [c5]Chunjong Park, Morelle Arian, Xin Liu, Leon Sasson, Jeffrey Kahn, Shwetak N. Patel, Alex Mariakakis, Tim Althoff:
Online Mobile App Usage as an Indicator of Sleep Behavior and Job Performance. WWW 2021: 2488-2500 - 2020
- [c4]Xin Liu, Josh Fromm, Shwetak N. Patel, Daniel McDuff:
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement. NeurIPS 2020 - 2019
- [c3]Youngkyun Lee, Xin Liu, Jeremy Gummeson, Sunghoon Ivan Lee:
A Wearable RFID System to Monitor Hand Use for Individuals with Upper Limb Paresis. BSN 2019: 1-4 - 2018
- [c2]Xin Liu, Smita Rajan, Nathan Ramasarma, Paolo Bonato, Sunghoon Ivan Lee:
Finger-Worn Sensors for Accurate Functional Assessment of the Upper Limbs in Real-World Settings. EMBC 2018: 4440-4443 - 2017
- [c1]Xin Liu, Smita Rajan, Gabriel Hollander, Nathan Ramasarma, Paolo Bonato, Sunghoon Ivan Lee:
A Novel Finger-Worn Sensor for Ambulatory Monitoring of Hand Use. CHASE 2017: 276-277
Informal and Other Publications
- 2024
- [i31]Yuzhe Yang, Yujia Liu, Xin Liu, Avanti Gulhane, Domenico Mastrodicasa, Wei Wu, Edward Jay Wang, Dushyant W. Sahani, Shwetak N. Patel:
Demographic Bias of Expert-Level Vision-Language Foundation Models in Medical Imaging. CoRR abs/2402.14815 (2024) - [i30]Hyewon Jeong, Sarah Jabbour, Yuzhe Yang, Rahul Thapa, Hussein Mozannar, William Jongwon Han, Nikita Mehandru, Michael Wornow, Vladislav Lialin, Xin Liu, Alejandro Lozano, Jiacheng Zhu, Rafal Dariusz Kocielnik, Keith Harrigian, Haoran Zhang, Edward Lee, Milos Vukadinovic, Aparna Balagopalan, Vincent Jeanselme, Katherine Matton, Ilker Demirel, Jason A. Fries, Parisa Rashidi, Brett K. Beaulieu-Jones, Xuhai Orson Xu, Matthew B. A. McDermott, Tristan Naumann, Monica Agrawal, Marinka Zitnik, Berk Ustun, Edward Choi, Kristen Yeom, Gamze Gürsoy, Marzyeh Ghassemi, Emma Pierson, George H. Chen, Sanjat Kanjilal, Michael Oberst, Linying Zhang, Harvineet Singh, Tom Hartvigsen, Helen Zhou, Chinasa T. Okolo:
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium. CoRR abs/2403.01628 (2024) - [i29]Mike A. Merrill, Akshay Paruchuri, Naghmeh Rezaei, Geza Kovacs, Javier Perez Matos, Yun Liu, Erik Schenck, Nova Hammerquist, Jake Sunshine, Shyam Tailor, Kumar Ayush, Hao-Wei Su, Qian He, Cory Y. McLean, Mark Malhotra, Shwetak N. Patel, Jiening Zhan, Tim Althoff, Daniel McDuff, Xin Liu:
Transforming Wearable Data into Health Insights using Large Language Model Agents. CoRR abs/2406.06464 (2024) - [i28]Justin Cosentino, Anastasiya Belyaeva, Xin Liu, Nicholas A. Furlotte, Zhun Yang, Chace Lee, Erik Schenck, Yojan Patel, Jian Cui, Logan Douglas Schneider, Robby Bryant, Ryan G. Gomes, Allen Jiang, Roy Lee, Yun Liu, Javier Perez Matos, Jameson K. Rogers, Cathy Speed, Shyam Tailor, Megan Walker, Jeffrey Yu, Tim Althoff, Conor Heneghan, John Hernandez, Mark Malhotra, Leor Stern, Yossi Matias, Gregory S. Corrado, Shwetak N. Patel, Shravya Shetty, Jiening Zhan, Shruthi Prabhakara, Daniel McDuff, Cory Y. McLean:
Towards a Personal Health Large Language Model. CoRR abs/2406.06474 (2024) - [i27]Chengqian Ma, Zhanxiang Hua, Alexandra Anderson-Frey, Vikram Iyer, Xin Liu, Lianhui Qin:
WeatherQA: Can Multimodal Language Models Reason about Severe Weather? CoRR abs/2406.11217 (2024) - [i26]Akshay Paruchuri, Jake Garrison, Shun Liao, John Hernandez, Jacob E. Sunshine, Tim Althoff, Xin Liu, Daniel McDuff:
What Are the Odds? Language Models Are Capable of Probabilistic Reasoning. CoRR abs/2406.12830 (2024) - 2023
- [i25]Jiankai Tang, Kequan Chen, Yuntao Wang, Yuanchun Shi, Shwetak N. Patel, Daniel McDuff, Xin Liu:
MMPD: Multi-Domain Mobile Video Physiology Dataset. CoRR abs/2302.03840 (2023) - [i24]Girish Narayanswamy, Yujia Liu, Yuzhe Yang, Chengqian Ma, Xin Liu, Daniel McDuff, Shwetak N. Patel:
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements. CoRR abs/2303.11573 (2023) - [i23]Akshay Paruchuri, Xin Liu, Yulu Pan, Shwetak N. Patel, Daniel McDuff, Soumyadip Sengupta:
Motion Matters: Neural Motion Transfer for Better Camera Physiological Sensing. CoRR abs/2303.12059 (2023) - [i22]Xin Liu, Daniel McDuff, Geza Kovacs, Isaac R. Galatzer-Levy, Jacob E. Sunshine, Jiening Zhan, Ming-Zher Poh, Shun Liao, Paolo Di Achille, Shwetak N. Patel:
Large Language Models are Few-Shot Health Learners. CoRR abs/2305.15525 (2023) - [i21]Zachary Englhardt, Richard Li, Dilini Nissanka, Zhihan Zhang, Girish Narayanswamy, Joseph Breda, Xin Liu, Shwetak N. Patel, Vikram Iyer:
Exploring and Characterizing Large Language Models For Embedded System Development and Debugging. CoRR abs/2307.03817 (2023) - [i20]Yuxuan Ou, Yuzhe Zhang, Yuntang Wang, Shwetak N. Patel, Daniel McDuff, Yuzhe Yang, Xin Liu:
Training Robust Deep Physiological Measurement Models with Synthetic Video-based Data. CoRR abs/2311.05371 (2023) - [i19]Jiankai Tang, Kegang Wang, Hongming Hu, Xiyuxing Zhang, Peiyu Wang, Xin Liu, Yuntao Wang:
ALPHA: AnomaLous Physiological Health Assessment Using Large Language Models. CoRR abs/2311.12524 (2023) - [i18]Zachary Englhardt, Chengqian Ma, Margaret E. Morris, Xuhai Orson Xu, Chun-Cheng Chang, Lianhui Qin, Daniel McDuff, Xin Liu, Shwetak N. Patel, Vikram Iyer:
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models. CoRR abs/2311.13063 (2023) - 2022
- [i17]Xin Liu, Yuntao Wang, Sinan Xie, Xiaoyu Zhang, Zixian Ma, Daniel McDuff, Shwetak N. Patel:
MobilePhys: Personalized Mobile Camera-Based Contactless Physiological Sensing. CoRR abs/2201.04039 (2022) - [i16]Xin Liu, Mingchuan Zhang, Ziheng Jiang, Shwetak N. Patel, Daniel McDuff:
Federated Remote Physiological Measurement with Imperfect Data. CoRR abs/2203.05759 (2022) - [i15]Daniel McDuff, Miah Wander, Xin Liu, Brian L. Hill, Javier Hernandez, Jonathan Lester, Tadas Baltrusaitis:
SCAMPS: Synthetics for Camera Measurement of Physiological Signals. CoRR abs/2206.04197 (2022) - [i14]Xin Liu, Xiaoyu Zhang, Girish Narayanswamy, Yuzhe Zhang, Yuntao Wang, Shwetak N. Patel, Daniel McDuff:
Deep Physiological Sensing Toolbox. CoRR abs/2210.00716 (2022) - [i13]Yuzhe Yang, Xin Liu, Jiang Wu, Silviu Borac, Dina Katabi, Ming-Zher Poh, Daniel McDuff:
SimPer: Simple Self-Supervised Learning of Periodic Targets. CoRR abs/2210.03115 (2022) - [i12]Ziqi Gao, Jianguo Chen, Junliang Xing, Shwetak N. Patel, Yuanchun Shi, Xin Liu, Yuntao Wang:
MMTSA: Multimodal Temporal Segment Attention Network for Efficient Human Activity Recognition. CoRR abs/2210.09222 (2022) - [i11]Xuhai Xu, Han Zhang, Yasaman S. Sefidgar, Yiyi Ren, Xin Liu, Woosuk Seo, Jennifer Brown, Kevin S. Kuehn, Mike A. Merrill, Paula S. Nurius, Shwetak N. Patel, Tim Althoff, Margaret E. Morris, Eve A. Riskin, Jennifer Mankoff, Anind K. Dey:
GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization. CoRR abs/2211.02733 (2022) - 2021
- [i10]Xin Liu, Yuang Li, Josh Fromm, Yuntao Wang, Ziheng Jiang, Alex Mariakakis, Shwetak N. Patel:
SplitSR: An End-to-End Approach to Super-Resolution on Mobile Devices. CoRR abs/2101.07996 (2021) - [i9]Chunjong Park, Morelle Arian, Xin Liu, Leon Sasson, Jeffrey Kahn, Shwetak N. Patel, Alex Mariakakis, Tim Althoff:
Online Mobile App Usage as an Indicator of Sleep Behavior and Job Performance. CoRR abs/2102.12523 (2021) - [i8]Brian L. Hill, Xin Liu, Daniel McDuff:
Learning Higher-Order Dynamics in Video-Based Cardiac Measurement. CoRR abs/2110.03690 (2021) - [i7]Xin Liu, Brian L. Hill, Ziheng Jiang, Shwetak N. Patel, Daniel McDuff:
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement. CoRR abs/2110.04447 (2021) - [i6]Daniel McDuff, Xin Liu, Javier Hernandez, Erroll Wood, Tadas Baltrusaitis:
Synthetic Data for Multi-Parameter Camera-Based Physiological Sensing. CoRR abs/2110.04902 (2021) - [i5]Xin Liu, Shwetak N. Patel, Daniel McDuff:
Camera-Based Physiological Sensing: Challenges and Future Directions. CoRR abs/2110.13362 (2021) - [i4]Yuang Li, Yuntao Wang, Xin Liu, Yuanchun Shi, Shao-fu Shih:
Enabling Real-time On-chip Audio Super Resolution for Bone Conduction Microphones. CoRR abs/2112.13156 (2021) - 2020
- [i3]Xin Liu, Josh Fromm, Shwetak N. Patel, Daniel McDuff:
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement. CoRR abs/2006.03790 (2020) - [i2]Xin Liu, Ziheng Jiang, Josh Fromm, Xuhai Xu, Shwetak N. Patel, Daniel McDuff:
MetaPhys: Unsupervised Few-Shot Adaptation for Non-Contact Physiological Measurement. CoRR abs/2010.01773 (2020) - [i1]Daniel McDuff, Javier Hernandez, Erroll Wood, Xin Liu, Tadas Baltrusaitis:
Advancing Non-Contact Vital Sign Measurement using Synthetic Avatars. CoRR abs/2010.12949 (2020)
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the dblp computer science bibliography is funded and supported by:
