Publications

Conference Publications

A Sparse Iteration Space Transformation Framework for Sparse Tensor Algebra

Proceedings of the ACM on Programming Languages, Volume 4, Issue OOPSLA, 2020.

PDF Code Project

Automatic Generation of Efficient Sparse Tensor Format Conversion Routines

41st ACM SIGPLAN International Conference on Programming Language Design and Implementation (PLDI), 2020.

PDF Code Project Slides Video

Format Abstraction for Sparse Tensor Algebra Compilers

Proceedings of the ACM on Programming Languages, Volume 2, Issue OOPSLA, 2018.

PDF Code Project Slides Video

The Tensor Algebra Compiler

Proceedings of the ACM on Programming Languages, Volume 1, Issue OOPSLA, 2017.
Distinguished Paper Award

PDF Code Project

Peer-Reviewed Short/Workshop Publications

Sparse Tensor Transpositions

32nd ACM Symposium on Parallelism in Algorithms and Architectures, 2020.
(brief announcement)

PDF Code Project

Taco: compilation et génération de code d’expressions tensorielles

Chocs Avancées, No. 12, 2018.

PDF Code Project

taco: A Tool to Generate Tensor Algebra Kernels

32nd IEEE/ACM International Conference on Automated Software Engineering (ASE), 2017.
(tools paper and demo)

PDF Code Project Video

Using Similarity Distance for Performance Prediction of the Query Optimization Process

Sixth International Workshop on Testing Database Systems (DBTest), 2013.

PDF

Other Publications

Unified Sparse Formats for Tensor Algebra Compilers
SM Thesis, Massachusetts Institute of Technology, 2018.

Patents

Resource Estimation For A Query Optimization Process

Application number: US 13/754,596, Publication number: US9298771 B2, 2013.

Professional Service

Awards & Honors

  • Distinguished Paper Award (OOPSLA, 2017)
  • Albert Sherwood Barber Medal for Best Overall Work Term and Academic Performance (University of Waterloo, 2015)
  • First in Class Engineering Scholarship for 4A term (University of Waterloo, 2015)
  • First in Class Engineering Scholarship for 3B term (University of Waterloo, 2014)
  • First in Class Engineering Scholarship for 3A term (University of Waterloo, 2013)
  • iAnywhere Solutions Inc. Scholarship (University of Waterloo, 2012)