conf.researchr.org / Fredrik Kjolstad
Registered user since Tue 15 Nov 2016
Name:Fredrik Kjolstad
Bio:
Fredrik Kjolstad is an Assistant Professor in Computer Science at Stanford University. He works on topics in compilers and programming models, with an emphasis on fast compilation and compilers for sparse computing problems where we need to separate the algorithms from data representation. He has received the MIT EECS First Place George M. Sprowls PhD Thesis Award in Computer Science, the NSF CAREER Award, the Rosing Award, an Adobe Fellowship, a Google Research Scholarship, and best paper awards at EuroMPI 2013 and OOPSLA 2017 and 2021.
Country:United States
Affiliation:Stanford University
Personal website: http://www.fredrikbk.com
Research interests:Compilers, Programming Models, Performance Engineering, Computer Architecture
Contributions
2025
PLDI
CGO
2024
SPLASH
- Author of Compiling Recurrences over Dense and Sparse Arrays within the OOPSLA 2024-track
- Committee Member in Review Committee within the OOPSLA 2024-track
- Author of Compilation of Shape Operators on Sparse Arrays within the OOPSLA 2024-track
- Author of Compiler Support for Sparse Tensor Convolutions within the OOPSLA 2024-track
VMIL
PLDI
Sparse
2023
Sparse
PLDI
- Session Chair of PLDI: Analysis & Optimizations (part of PLDI Research Papers)
- Author of Indexed Streams: A Formal Intermediate Representation for Fused Contraction Programs within the PLDI Research Papers-track
- Committee Member in PLDI Review Committee within the PLDI Research Papers-track
- Author of Mosaic: An Interoperable Compiler for Tensor Algebra within the PLDI Research Papers-track
Principles and Practice of Parallel Programming
2022
PLDI
- Author of DISTAL: The Distributed Tensor Algebra Compiler within the PLDI-track
- Author of Autoscheduling for Sparse Tensor Algebra with an Asymptotic Cost Model within the PLDI-track
- Author of (PLDI 2020) Automatic Generation of Efficient Sparse Tensor Format Conversion Routines within the SIGPLAN Track-track
2021
SPLASH
- Author of A Sparse Iteration Space Transformation Framework for Sparse Tensor Algebra within the SIGPLAN Papers-track
- Author of Copy-and-Patch Compilation: A Fast Compilation Algorithm for High-Level Languages and Bytecode within the OOPSLA-track
- Session Chair of Optimization (part of OOPSLA)
- Author of Compilation of Sparse Array Programming Models within the OOPSLA-track
- Session Chair of PLDI 2021 Papers 3 (part of SIGPLAN Papers)
- Author of Compilation of Sparse Array Programming Models within the Posters-track
- Author of Copy-and-Patch Compilation within the Posters-track
Principles and Practice of Parallel Programming
2020
SPLASH
- Author of A Sparse Iteration Space Transformation Framework for Sparse Tensor Algebra within the OOPSLA-track
- Committee Member in Reviewers/Judges within the Student Research Competition-track
- Author of A Sparse Iteration Space Transformation Framework for Sparse Tensor Algebra within the Posters-track
PLDI
- Author of Automatic Generation of Efficient Sparse Tensor Format Conversion Routines within the PLDI Research Papers-track
- Committee Member in SRC Committee within the Student Research Competition-track
- Session Chair of Performance (part of PLDI Research Papers)
- Committee Member in External Review Committee within the PLDI Research Papers-track