Sotabase

Career

· Software Engineer, Google2023–2023
· Software Engineer, NVIDIA2023–
· Research Software Development Engineer, Microsoft2021–2023
· Graduate Student Contractor, Facebook2020–2021
· Research Intern, Microsoft2019–2019
· Research Intern, Microsoft2018–2018
· Doctor of Philosophy - PhD, Computer Science, University of Washington2016–2021
· Bachelor of Engineering (B.E.), Computer Engineering, University of Washington2011–2015

Publications (0)

TVM: An Automated End-to-End Optimizing Compiler for Deep Learning
USENIX Symposium on Operating Systems Design and Implementation · 2018
361
cited
TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches
Symposium on Networked Systems Design and Implementation · 2021
107
cited
Automatic generation of high-performance quantized machine learning kernels
IEEE/ACM International Symposium on Code Generation and Optimization · 2020
52
cited
Porcupine: a synthesizing compiler for vectorized homomorphic encryption
ACM-SIGPLAN Symposium on Programming Language Design and Implementation · 2021
50
cited
MSCCLang: Microsoft Collective Communication Language
International Conference on Architectural Support for Programming Languages and Operating Systems · 2023
37
cited
Riptide: Fast End-to-End Binarized Neural Networks
Conference on Machine Learning and Systems · 2020
30
cited
Analysis and Mitigations of Reverse Engineering Attacks on Local Feature Descriptors
arXiv.org · 2021
16
cited
Automating Generation of Low Precision Deep Learning Operators
arXiv.org · 2018
14
cited
Exploring computation-communication tradeoffs in camera systems
IEEE International Symposium on Workload Characterization · 2017
13
cited
Synthesizing Collective Communication Algorithms for Heterogeneous Networks with TACCL
arXiv.org · 2021
13
cited
GC3: An Optimizing Compiler for GPU Collective Communication
2022
11
cited
MSCCL: Microsoft Collective Communication Library
arXiv.org · 2022
8
cited
Mitigating Reverse Engineering Attacks on Local Feature Descriptors
British Machine Vision Conference · 2021
6
cited
SoK: Opportunities for Software-Hardware-Security Codesign for Next Generation Secure Computing
HASP@MICRO · 2020
3
cited
Automated Generation of Domain Specific Kernels
2021
babyIOC-CONTROL SYSTEM IN A BOX SMALL FACTOR SOLUTION*
2020
Efficient Execution of MapReduce Applications on Irregular NoC Topology
2015
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