Shyam A. Tailor

19 papers A* 4Misc 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
LSM-2: Learning from Incomplete Wearable Sensor Data.
CoRR
Maxwell A. Xu, Girish Narayanswamy, Kumar Ayush, Dimitris Spathis, Shun Liao, Shyam A. Tailor, Ahmed Metwally, A. Ali Heydari, Yuwei Zhang, Jake Garrison, Samy Abdel-Ghaffar, Xuhai Xu, Ken Gu, Jacob E. Sunshine, Ming-Zher Poh, Yun Liu, Tim Althoff, Shrikanth Narayanan, Pushmeet Kohli, Mark Malhotra, Shwetak N. Patel, Yuzhe Yang, James M. Rehg, Xin Liu, Daniel McDuff
2025 A* conf
Scaling Wearable Foundation Models.
ICLR
Girish Narayanswamy, Xin Liu, Kumar Ayush, Yuzhe Yang, Xuhai Xu, Shun Liao, Jake Garrison, Shyam A. Tailor, Jacob E. Sunshine, Yun Liu, Tim Althoff, Shrikanth Narayanan, Pushmeet Kohli, Jiening Zhan, Mark Malhotra, Shwetak N. Patel, Samy Abdel-Ghaffar, Daniel McDuff
2024 J jnl
A collection of the accepted papers for the Human-Centric Representation Learning workshop at AAAI 2024.
CoRR
Dimitris Spathis, Aaqib Saeed, Ali Etemad, Sana Tonekaboni, Stefanos Laskaridis, Shohreh Deldari, Chi Ian Tang, Patrick Schwab, Shyam A. Tailor
2024 J jnl
Scaling Wearable Foundation Models.
CoRR
Girish Narayanswamy, Xin Liu, Kumar Ayush, Yuzhe Yang, Xuhai Xu, Shun Liao, Jake Garrison, Shyam A. Tailor, Jake Sunshine, Yun Liu, Tim Althoff, Shrikanth Narayanan, Pushmeet Kohli, Jiening Zhan, Mark Malhotra, Shwetak N. Patel, Samy Abdel-Ghaffar, Daniel McDuff
2024 J jnl
Towards a Personal Health Large Language Model.
CoRR
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 A. 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
2024 J jnl
Transforming Wearable Data into Health Insights using Large Language Model Agents.
CoRR
Mike A. Merrill, Akshay Paruchuri, Naghmeh Rezaei, Geza Kovacs, Javier Perez Matos, Yun Liu, Erik Schenck, Nova Hammerquist, Jake Sunshine, Shyam A. Tailor, Kumar Ayush, Hao-Wei Su, Qian He, Cory Y. McLean, Mark Malhotra, Shwetak N. Patel, Jiening Zhan, Tim Althoff, Daniel McDuff, Xin Liu
2022 A* conf
Do We Need Anisotropic Graph Neural Networks?
ICLR
Shyam A. Tailor, Felix L. Opolka, Pietro Liò, Nicholas Donald Lane
2022 — —
Practical processing and acceleration of graph neural networks.
Shyam A. Tailor
2022 A* conf
Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients.
ICLR
Milad Alizadeh, Shyam A. Tailor, Luisa M. Zintgraf, Joost van Amersfoort, Sebastian Farquhar, Nicholas Donald Lane, Yarin Gal
2022 J jnl
Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients.
CoRR
Milad Alizadeh, Shyam A. Tailor, Luisa M. Zintgraf, Joost van Amersfoort, Sebastian Farquhar, Nicholas Donald Lane, Yarin Gal
2021 J jnl
Adaptive Filters and Aggregator Fusion for Efficient Graph Convolutions.
CoRR
Shyam A. Tailor, Felix L. Opolka, Pietro Liò, Nicholas D. Lane
2021 — conf
Towards Efficient Point Cloud Graph Neural Networks Through Architectural Simplification.
ICCVW
Shyam A. Tailor, René de Jong, Tiago Azevedo, Matthew Mattina, Partha Maji
2021 J jnl
Towards Efficient Point Cloud Graph Neural Networks Through Architectural Simplification.
CoRR
Shyam A. Tailor, René de Jong, Tiago Azevedo, Matthew Mattina, Partha Maji
2020 J jnl
A First Step Towards On-Device Monitoring of Body Sounds in the Wild.
CoRR
Shyam A. Tailor, Jagmohan Chauhan, Cecilia Mascolo
2020 — conf
A first step towards on-device monitoring of body sounds in the wild.
UbiComp/ISWC Adjunct
Shyam A. Tailor, Jagmohan Chauhan, Cecilia Mascolo
2020 Misc conf
Are Accelerometers for Activity Recognition a Dead-end?
HotMobile
Catherine Tong, Shyam A. Tailor, Nicholas D. Lane
2020 J jnl
Are Accelerometers for Activity Recognition a Dead-end?
CoRR
Catherine Tong, Shyam A. Tailor, Nicholas D. Lane
2020 J jnl
Degree-Quant: Quantization-Aware Training for Graph Neural Networks.
CoRR
Shyam A. Tailor, Javier Fernández-Marqués, Nicholas D. Lane
2018 A* conf
Bellrock: Anonymous Proximity Beacons From Personal Devices.
PerCom
Augustin Zídek, Shyam A. Tailor, Robert Harle