Stephen Chou

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 14

Top Topics

Tensor Factorization

Optimization Process

Top Venues

Proc. ACM Program. Lang.

Publications

Daniel Donenfeld, Stephen Chou, Saman P. Amarasinghe
Unified Compilation for Lossless Compression and Sparse Computing. CGO (2022)
Stephen Chou, Saman P. Amarasinghe
Compilation of dynamic sparse tensor algebra. Proc. ACM Program. Lang. 6 (OOPSLA2) (2022)
Stephen Chou, Saman P. Amarasinghe
Dynamic Sparse Tensor Algebra Compilation. CoRR (2021)
Rawn Henry, Olivia Hsu, Rohan Yadav, Stephen Chou, Kunle Olukotun, Saman P. Amarasinghe, Fredrik Kjolstad
Compilation of sparse array programming models. Proc. ACM Program. Lang. 5 (OOPSLA) (2021)
Jessica Shi, Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe
An Attempt to Generate Code for Symmetric Tensor Computations. CoRR (2021)
Ryan Senanayake, Changwan Hong, Ziheng Wang, Amalee Wilson, Stephen Chou, Shoaib Kamil, Saman P. Amarasinghe, Fredrik Kjolstad
A sparse iteration space transformation framework for sparse tensor algebra. Proc. ACM Program. Lang. 4 (OOPSLA) (2020)
Suzanne Mueller, Peter Ahrens, Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe
Sparse Tensor Transpositions. CoRR (2020)
Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe
Automatic generation of efficient sparse tensor format conversion routines. PLDI (2020)
Suzanne Mueller, Peter Ahrens, Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe
Sparse Tensor Transpositions. SPAA (2020)
Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe
Automatic Generation of Efficient Sparse Tensor Format Conversion Routines. CoRR (2020)
Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe
Format abstraction for sparse tensor algebra compilers. Proc. ACM Program. Lang. 2 (OOPSLA) (2018)
Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe
Unified Sparse Formats for Tensor Algebra Compilers. CoRR (2018)
Fredrik Kjolstad, Stephen Chou, David Lugato, Shoaib Kamil, Saman P. Amarasinghe
taco: a tool to generate tensor algebra kernels. ASE (2017)
Fredrik Kjolstad, Shoaib Kamil, Stephen Chou, David Lugato, Saman P. Amarasinghe
The tensor algebra compiler. Proc. ACM Program. Lang. 1 (OOPSLA) (2017)
Anisoara Nica, Stephen Chou
Using similarity distance for performance prediction of the query optimization process. DBTest (2013)