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girish narayanswamy toggle navigation about current publications projects repositories cv girish narayanswamy university of washington i am a final year phd student at the university of washington ubicomp lab where i am advised by professor shwetak patel i additionally collaborate closely with daniel mcduff and xin liu at google where i spent two years as a student researcher i am primarily interested in developing solutions which expand health access and improve health sensing specifically my research lies at the intersection of aritifical intelligence signal processing and sensing as applied to human health my most recent works explore the development of sensor foundation models lsm 1 lsm 2 sensorlm and their utility in understanding human physiology and behavior before joining uw i attended the university of colorado boulder where i completed a b s in electrical and computer engineering with emphases in signal processing and embedding systems over the course of my undergraduate and graduate studies i have had the opportunity to intern at google octoai uplinq ai qualcomm and medtronic in my free time i enjoy being outside hiking camping skiing drawing photography and spending time with friends and family while at cu i had the honor to play for mamabird the university s ultimate frisbee team a perennial national contender i am also a black belt in shotokan karate selected publications lsm 2 learning from incomplete wearable sensor data girish narayanswamy maxwell a xu kumar ayush and 22 more authors arxiv preprint arxiv 2506 05321 2025 arxiv bib blog article xu2025lsm title lsm 2 learning from incomplete wearable sensor data author narayanswamy girish and xu maxwell a and ayush kumar and spathis dimitris and liao shun and tailor shyam a and metwally ahmed and heydari a ali and zhang yuwei and garrison jake and and samy abdel ghaffar and xu xuhai and gu ken and sunshine jacob and poh ming zher and liu yun and althoff tim and narayanan shrikanth and kohli pushmeet and malhotra mark and patel shwetak and yang yuzhe and rehg james m and liu xin and mcduff daniel journal arxiv preprint arxiv 2506 05321 year 2025 sensorlm learning the language of wearable sensors yuwei zhang kumar ayush siyuan qiao and 17 more authors in the thirty ninth annual conference on neural information processing systems 2025 arxiv blog scaling wearable foundation models girish narayanswamy xin liu kumar ayush and 14 more authors in the thirteenth international conference on learning representations 2025 bib pdf blog website inproceedings narayanswamyscaling title scaling wearable foundation models author narayanswamy girish and liu xin and ayush kumar and yang yuzhe and xu xuhai and garrison jake and tailor shyam a and sunshine jacob and liu yun and althoff tim and and shrikanth narayanan and kohli pushmeet and zhan jiening and malhotra mark and patel shwetak and abdel ghaffar samy and mcduff daniel year 2025 booktitle the thirteenth international conference on learning representations bigsmall efficient multi task learning for disparate spatial and temporal physiological measurements girish narayanswamy yujia liu yuzhe yang and 4 more authors in proceedings of the ieee cvf winter conference on applications of computer vision 2024 bib pdf code website inproceedings narayanswamy2024bigsmall title bigsmall efficient multi task learning for disparate spatial and temporal physiological measurements author narayanswamy girish and liu yujia and yang yuzhe and ma chengqian and liu xin and mcduff daniel and patel shwetak booktitle proceedings of the ieee cvf winter conference on applications of computer vision pages 7914 7924 year 2024 rppg toolbox deep remote ppg toolbox xin liu girish narayanswamy akshay paruchuri and 7 more authors advances in neural information processing systems 2023 bib pdf code article liu2023rppg title rppg toolbox deep remote ppg toolbox author liu xin and narayanswamy girish and paruchuri akshay and zhang xiaoyu and tang jiankai and zhang yuzhe and sengupta roni and patel shwetak and wang yuntao and mcduff daniel journal advances in neural information processing systems volume 36 pages 68485 68510 year 2023 news jul 22 2025 lsm 2 is featured on the google research blog jul 04 2025 our workshop ts4h time series for health was accepted to neurips 25 jun 08 2025 google open sourced my on device respiratory sensing models find them on github and hugging face apr 26 2025 presenting lsm at iclr 25 excited to explore singapore nov 20 2020 lsm is featured on the google research blog if you would like to connect feel free to reach out via email or linkedin copyright 2025 girish narayanswamy last updated september 28 2025