Shyam A. Tailor

According to our database, Shyam A. Tailor authored at least 15 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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, 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

CoRR, June, 2025

Scaling Wearable Foundation Models.

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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Scaling Wearable Foundation Models.

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

CoRR, 2024

Towards a Personal Health Large Language Model.

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

CoRR, 2024

Transforming Wearable Data into Health Insights using Large Language Model Agents.

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

CoRR, 2024

A collection of the accepted papers for the Human-Centric Representation Learning workshop at AAAI 2024.

Dimitris Spathis, Aaqib Saeed, Ali Etemad, Sana Tonekaboni, Stefanos Laskaridis, Shohreh Deldari, Chi Ian Tang, Patrick Schwab, Shyam A. Tailor

CoRR, 2024

2022

Practical processing and acceleration of graph neural networks.

Shyam A. Tailor

PhD thesis, 2022

Do We Need Anisotropic Graph Neural Networks?

Shyam A. Tailor, Felix L. Opolka, Pietro Liò, Nicholas Donald Lane

Proceedings of the Tenth International Conference on Learning Representations, 2022

Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients.

Milad Alizadeh, Shyam A. Tailor, Luisa M. Zintgraf, Joost van Amersfoort, Sebastian Farquhar, Nicholas Donald Lane, Yarin Gal

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Adaptive Filters and Aggregator Fusion for Efficient Graph Convolutions.

Shyam A. Tailor, Felix L. Opolka, Pietro Liò, Nicholas D. Lane

CoRR, 2021

Degree-Quant: Quantization-Aware Training for Graph Neural Networks.

Shyam Anil Tailor, Javier Fernández-Marqués, Nicholas Donald Lane

Proceedings of the 9th International Conference on Learning Representations, 2021

Towards Efficient Point Cloud Graph Neural Networks Through Architectural Simplification.

Shyam A. Tailor, René de Jong, Tiago Azevedo, Matthew Mattina, Partha Maji

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

Are Accelerometers for Activity Recognition a Dead-end?

Catherine Tong, Shyam A. Tailor, Nicholas D. Lane

Proceedings of the HotMobile '20: The 21st International Workshop on Mobile Computing Systems and Applications, 2020

A first step towards on-device monitoring of body sounds in the wild.

Shyam A. Tailor, Jagmohan Chauhan, Cecilia Mascolo

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

2018

Bellrock: Anonymous Proximity Beacons From Personal Devices.

Augustin Zídek, Shyam A. Tailor, Robert Harle

Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications, 2018