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

PLDI 2022 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
CGO 2022 Committee Member in Program Committee within the Main Conference-track
SPLASH 2021 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
PLDI 2021 Committee Member in Program Committee within the PLDI-track
PPoPP 2021 Committee Member in Program Committee
PLMW@PLDI 2020 Panelist of Panel: Surviving Grad School within the PLMW@PLDI 2020-track
CGO 2020
SPLASH 2020 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 2020 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
PPoPP 2020 Committee Member in Program Committee
SPLASH 2018 Author of Format Abstraction for Sparse Tensor Algebra Compilers within the Posters-track
Author of Format Abstraction for Sparse Tensor Algebra Compilers within the OOPSLA-track
Author of Unified Sparse Formats for Tensor Algebra Compilers within the Artifacts-track
POPL 2018 Committee Member in Artifact Evaluation Committee within the Artifact Evaluation-track
SPLASH 2017 Author of The Tensor Algebra Compiler within the OOPSLA-track
Author of The Tensor Algebra Compiler within the Posters-track