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DISTAL: The Distributed Tensor Algebra Compiler
[CTSTA'23] The Sparse Abstract Machine
The TACO Sparse Tensor Algebra Compiler
Autoscheduling for Sparse Tensor Algebra with an Asymptotic Cost Model
The Tensor Algebra Compiler
[OOPSLA23] Compiling Structured Tensor Algebra
[FProPer24] Functional Sparse Tensor Compilation
[DRAGSTERS] UniSparse: An Intermediate Language and Compiler for General Sparse Format Customization
2021 LLVM Dev Mtg “Sparse Tensor Algebra Optimizations in MLIR”
[PLDI'26] A Mechanized Algebra of Verified Data Structures for Optimizing Sparse Tensor Programs
[OOPSLA] Compilation of Dynamic Sparse Tensor Algebra
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Last Updated: September 29, 2026
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Paper: dl.acm.org/citation.cfm?id=3276493 This paper shows how to build a Automatic generation of high-performance ... easier for users to optimize their pldi22.sigplan.org/details/pldi-2022-pldi/12/DISTAL-The-Distributed- This talk introduces the Sparse Presented at GPCE 2018 Achieving high performance is no easy task. When it comes to program operating on Fredrik Kjolstad, Shoaib Kamil, Stephen Chou, David Lugato, Saman Amarasinghe The inevitable trend of hardware specialization drives an increasing use of custom data 2021 LLVM Developers' Meeting llvm.org/devmtg/2021-11/ — Many applications, from social network graph analytics to control flow analysis, compute on
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