Contactless Infant Monitoring using White Noise. - Anran Wang 004; Jacob E. Sunshine; Shyamnath Gollakota (MobiCom, 2019)

Poster: Contactless Infant Monitoring using White Noise. - Anran Wang 004; Jacob E. Sunshine; Shyamnath Gollakota (MobiCom, 2019)

Contactless cardiac arrest detection using smart devices. - Justin Chan; Thomas Rea; Shyamnath Gollakota; Jacob E. Sunshine (npj Digit. Medicine, 2019)

Multi-Channel Facial Photoplethysmography Sensing. - Parker S. Ruth; Jerry Cao; Millicent Li; Jacob E. Sunshine; Edward Jay Wang; Shwetak N. Patel (EMBC, 2020)

PACT: Privacy Sensitive Protocols and Mechanisms for Mobile Contact Tracing. - Justin Chan; Dean P. Foster; Shyam Gollakota; Eric Horvitz; Joseph Jaeger; Sham M. Kakade; Tadayoshi Kohno; John Langford 001; Jonathan Larson; Sudheesh Singanamalla; Jacob E. Sunshine; Stefano Tessaro (CoRR, 2020)

PACT: Privacy-Sensitive Protocols And Mechanisms for Mobile Contact Tracing. - Justin Chan; Landon P. Cox; Dean P. Foster; Shyam Gollakota; Eric Horvitz; Joseph Jaeger; Sham M. Kakade; Tadayoshi Kohno; John Langford 001; Jonathan Larson; Puneet Sharma; Sudheesh Singanamalla; et al. (IEEE Data Eng. Bull., 2020)

Smart Speakers, the Next Frontier in Computational Health. - Jacob E. Sunshine (CoRR, 2021)

Large Language Models are Few-Shot Health Learners. - Xin Liu 034; Daniel McDuff; Geza Kovacs; Isaac R. Galatzer-Levy; Jacob E. Sunshine; Jiening Zhan; Ming-Zher Poh; Shun Liao; Paolo Di Achille; Shwetak N. Patel (CoRR, 2023)

What Are the Odds? Language Models Are Capable of Probabilistic Reasoning. - Akshay Paruchuri; Jake Garrison; Shun Liao; John Hernandez; Jacob E. Sunshine; Tim Althoff; Xin Liu 034; Daniel McDuff (EMNLP, 2024)

Scaling Wearable Foundation Models. - Girish Narayanswamy; Xin Liu 034; Kumar Ayush; Yuzhe Yang 003; Xuhai Xu; Shun Liao; Jake Garrison; Shyam A. Tailor; Jacob E. Sunshine; Yun Liu 013; Tim Althoff; Shrikanth Narayanan; et al. (ICLR, 2025)

LSM-2: Learning from Incomplete Wearable Sensor Data. - Maxwell A. Xu; Girish Narayanswamy; Kumar Ayush; Dimitris Spathis; Shun Liao; Shyam A. Tailor; Ahmed Metwally 002; A. Ali Heydari; Yuwei Zhang; Jake Garrison; Samy Abdel-Ghaffar; Xuhai Xu; et al. (CoRR, 2025)