Overview to Format Abstraction For Sparse Tensor Algebra Compilers
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DISTAL: The Distributed Tensor Algebra Compiler
[CTSTA'23] The Sparse Abstract Machine
Autoscheduling for Sparse Tensor Algebra with an Asymptotic Cost Model
[OOPSLA23] Compiling Structured Tensor Algebra
The Tensor Algebra Compiler
The TACO Sparse Tensor Algebra Compiler
[PLDI'26] A Mechanized Algebra of Verified Data Structures for Optimizing Sparse Tensor Programs
[DRAGSTERS] UniSparse: An Intermediate Language and Compiler for General Sparse Format Customization
2021 LLVM Dev Mtg “Sparse Tensor Algebra Optimizations in MLIR”
[OOPSLA] Compilation of Dynamic Sparse Tensor Algebra
[OOPSLA24] UniSparse: An Intermediate Language for General Sparse Format Customization
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Last Updated: August 17, 2026
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![[CTSTA'23] The Sparse Abstract Machine](https://i.ytimg.com/vi/bhE9Q4lo2wA/mqdefault.jpg)
![[OOPSLA23] Compiling Structured Tensor Algebra](https://i.ytimg.com/vi/A0XV2oF86K0/mqdefault.jpg)
![[PLDI'26] A Mechanized Algebra of Verified Data Structures for Optimizing Sparse Tensor Programs](https://i.ytimg.com/vi/47MbTS0jMCE/mqdefault.jpg)
![[DRAGSTERS] UniSparse: An Intermediate Language and Compiler for General Sparse Format Customization](https://i.ytimg.com/vi/6A2So4xruJE/mqdefault.jpg)
![[OOPSLA] Compilation of Dynamic Sparse Tensor Algebra](https://i.ytimg.com/vi/HqJCUwLCz-M/mqdefault.jpg)
![[OOPSLA24] UniSparse: An Intermediate Language for General Sparse Format Customization](https://i.ytimg.com/vi/gpr5XRMvf98/mqdefault.jpg)
