Overview to Format Abstraction For Sparse Tensor Algebra Compilers
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[FProPer24] Functional Sparse Tensor Compilation
[OOPSLA23] Compiling Structured Tensor Algebra
The Sparse Tensor Algebra Compiler
Autoscheduling for Sparse Tensor Algebra with an Asymptotic Cost Model
Why every compiler uses an intermediate representation
[OOPSLA24] UniSparse: An Intermediate Language for General Sparse Format Customization
The Sparse Manifold Transform
[CTSTA'23] The Sparse Abstract Machine
[DRAGSTERS] UniSparse: An Intermediate Language and Compiler for General Sparse Format Customization
ICPP Keynote: Making Sparse Fast with the TACO Domain Specific Language for Sparse Tensor Algebra
Basic Linear Algebra Concepts for Tensors
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Last Updated: August 15, 2026
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