Publications

2023

Skyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware Overlays
Paras Jain, Sam Kumar, Sarah Wooders, Shishir G. Patil, Joseph E. Gonzalez, Ion Stoica
USENIX Symposium on Networked Systems Design and Implementation (NSDI) 2023.
[Paper] [Code] [bibtex]

2022

POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging
Shishir G. Patil, Paras Jain, Prabal Dutta, Ion Stoica, Joseph E. Gonzalez
[Spotlight] International Conference of Machine Learning (ICML) 2022.
[Paper] [Code] [Poster] [Slides] [Video] [bibtex]

Where the Sidewalk Ends: Privacy of Opportunistic Backhaul
Tess Despres, Shishir Patil, Alvin Tan, Jean-Luc Watson, Prabal Dutta
Proceedings of the 15th European Workshop on Systems Security (EuroSec) 2022.
[Paper] [bibtex]

2020

Learning Embeddings that Capture Spatial Semantics for Indoor Navigation
Vidhi Jain, Shishir G. Patil, Prakhar Agarwal, Katia Sycara
Neural Information Processing Systems (NeurIPS) 2020 (ORLR Workshop).
[Paper] [Code] [Poster] [bibtex]

2019

GesturePod: Enabling On-device Gesture-based Interaction for White Cane Users
Shishir G. Patil, Don Dennis, Chirag Pabbaraju, Nadeem Shaheer, Harsha Vardhan Simhadri, Vivek Seshadri, Manik Varma, Prateek Jain
ACM User Interface Software and Technology Symposium (UIST) 2019.
Also available as Microsoft Research Technical Report, MSR-TR-2018-14, May 2018
[Video] [Paper] [Gesture Recognition Data set] [Simulation and Code] [bibtex]

2018

Real-world Demonstration of ML-based Gesture Recognition
Shishir G. Patil, Don Dennis, Harsha Vardhan Simhadri, Prateek Jain
2nd Workshop on Machine Learning on the Phone and other Consumer Devices (MLPCD), NeurIPS 2018
[Poster] [bibtex]

2017

Characterization and analysis of Transistor Outline TO-254 package for power device applications
Shishir G. Patil, B. Pavithra and M. M. Nayak
IEEE Electron Devices Society, 3rd International Conference on Emerging Electronics (ICEE) 2017
[Paper] [bibtex]