Format Abstraction For Sparse Tensor Algebra Compilers

By Editorial Team · October 1, 2026 · 8 min read

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

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History

The Tensor Algebra Compiler Guide
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Turing Lecture 2021: Abstractions, Their Algorithms, and Their Compilers
Turing Lecture 2021: Abstractions, Their Algorithms, and Their Compilers
[FProPer24] Functional Sparse Tensor Compilation
[FProPer24] Functional Sparse Tensor Compilation
The Tensor Algebra Compiler
The Tensor Algebra Compiler
[OOPSLA] Compilation of Dynamic Sparse Tensor Algebra
[OOPSLA] Compilation of Dynamic Sparse Tensor Algebra
[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
[CTSTA'23] The Sparse Abstract Machine
[CTSTA'23] The Sparse Abstract Machine
2021 LLVM Dev Mtg “Sparse Tensor Algebra Optimizations in MLIR”
2021 LLVM Dev Mtg “Sparse Tensor Algebra Optimizations in MLIR”
The TACO Sparse Tensor Algebra Compiler
The TACO Sparse Tensor Algebra Compiler
The Design and Development of Tensor Compilers at UFMG – Part 4
The Design and Development of Tensor Compilers at UFMG – Part 4
DISTAL: The Distributed Tensor Algebra Compiler
DISTAL: The Distributed Tensor Algebra Compiler
Systematic Modeling and Design of Sparse Tensor Accelerators [Nellie Wu]
Systematic Modeling and Design of Sparse Tensor Accelerators [Nellie Wu]

Deep Dive

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Last Updated: October 1, 2026

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Summary

Paper: dl.acm.org/citation.cfm?id=3276493 This paper shows how to build a Try Brilliant's tutor for free: brilliant.org/PrematureAbstraction/. You'll also get 20% off an annual Premium subscription. Fredrik Kjolstad, Shoaib Kamil, Stephen Chou, David Lugato, Saman Amarasinghe Many applications, from social network graph analytics to control flow analysis, compute on This talk introduces the Sparse 2021 LLVM Developers' Meeting llvm.org/devmtg/2021-11/ — Presented at GPCE 2018 Achieving high performance is no easy task. When it comes to program operating on This video is the final installment in a four-part series on analyses and optimizations for pldi22.sigplan.org/details/pldi-2022-pldi/12/DISTAL-The-Distributed- Slides: eems.mit.edu/wp-content/uploads/2023/06/2023_defense_nellie.pdf

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