Format Abstraction For Sparse Tensor Algebra Compilers Information Guide

  1. Overview to Format Abstraction For Sparse Tensor Algebra Compilers
  2. Key Details
  3. History
  4. Deep Dive
  5. Future Outlook

Overview to Format Abstraction For Sparse Tensor Algebra Compilers

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Key Details

A Sparse Iteration Space Transformation Framework for Sparse Tensor Algebra News
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History

The Sparse Tensor Algebra Compiler Guide
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DISTAL: The Distributed Tensor Algebra Compiler
DISTAL: The Distributed Tensor Algebra Compiler
[CTSTA'23] The Sparse Abstract Machine
[CTSTA'23] The Sparse Abstract Machine
The TACO Sparse Tensor Algebra Compiler
The TACO Sparse Tensor Algebra Compiler
Autoscheduling for Sparse Tensor Algebra with an Asymptotic Cost Model
Autoscheduling for Sparse Tensor Algebra with an Asymptotic Cost Model
The Tensor Algebra Compiler
The Tensor Algebra Compiler
[OOPSLA23] Compiling Structured Tensor Algebra
[OOPSLA23] Compiling Structured Tensor Algebra
[FProPer24] Functional Sparse Tensor Compilation
[FProPer24] Functional Sparse Tensor Compilation
[DRAGSTERS] UniSparse: An Intermediate Language and Compiler for General Sparse Format Customization
[DRAGSTERS] UniSparse: An Intermediate Language and Compiler for General Sparse Format Customization
2021 LLVM Dev Mtg “Sparse Tensor Algebra Optimizations in MLIR”
2021 LLVM Dev Mtg “Sparse Tensor Algebra Optimizations in MLIR”
[PLDI'26] A Mechanized Algebra of Verified Data Structures for Optimizing Sparse Tensor Programs
[PLDI'26] A Mechanized Algebra of Verified Data Structures for Optimizing Sparse Tensor Programs
[OOPSLA] Compilation of Dynamic Sparse Tensor Algebra
[OOPSLA] Compilation of Dynamic Sparse Tensor Algebra

Deep Dive

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Last Updated: September 29, 2026

Future Outlook

Full Automatic Generation of Efficient Sparse Tensor Format Conversion Routines Guide
For 2026, Format Abstraction For Sparse Tensor Algebra Compilers remains one of the most talked-about information profiles. Check back for the latest updates.

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Summary

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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