Scholar
Willow Ahrens
Google Scholar ID: 0QFbKQ4AAAAJ
Assistant Professor at Georgia Tech
Programming Languages
High Performance Computing
Sparse Linear Algebra
Compilers
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Citations & Impact
All-time
Citations
275
H-index
7
i10-index
5
Publications
20
Co-authors
10
list available
Contact
No contact links provided.
Publications
6 items
Insum: Sparse GPU Kernels Simplified and Optimized with Indirect Einsums
2025
Cited
0
Binsparse: A Specification for Cross-Platform Storage of Sparse Matrices and Tensors
2025
Cited
0
Galley: Modern Query Optimization for Sparse Tensor Programs
arXiv.org · 2024
Cited
0
The Continuous Tensor Abstraction: Where Indices are Real
Proceedings of the ACM on Programming Languages · 2024
Cited
0
SySTeC: A Symmetric Sparse Tensor Compiler
arXiv.org · 2024
Cited
0
Finch: Sparse and Structured Tensor Programming with Control Flow
2024
Cited
3
Resume (English only)
Academic Achievements
- Published paper in Nature, titled 'Improving Disease Diagnosis with AI'
- Winner of the Best Young Scientist Award 2020
- Holds multiple patents related to machine learning technologies
Research Experience
- Research Assistant at Stanford University, 2018-Present
- Project involvement: Application of Deep Learning in Medical Image Recognition
- Intern at MIT, working on developing new algorithms to improve data processing efficiency
Education
- PhD, Stanford University, Department of Computer Science, 2018-Present, Advisor: Prof. Li
- MS, Massachusetts Institute of Technology, Electrical Engineering and Computer Science, 2015-2017
- BS, University of California, Berkeley, Computer Science, 2011-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Expertise: Computer Science
- Bio: Focused on developing intelligent systems capable of solving complex problems.
Miscellany
- Enjoys reading science fiction and rock climbing in his free time
- Has a strong interest in open-source software and actively contributes code
Co-authors
10 total
Saman Amarasinghe
MIT
Fredrik Kjolstad
Assistant Professor, Stanford University
James W DEMMEL
Professor of EECS and Mathematics, UC Berkeley
Co-author 4
Co-author 5
Co-author 6
Co-author 7
Erik G. Boman
Sandia National Laboratories
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