Stephen Chou

According to our database, Stephen Chou authored at least 14 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Format Abstractions for the Compilation of Sparse Tensor Algebra

Stephen Chou

PhD thesis, 2022

Compilation of dynamic sparse tensor algebra.

Stephen Chou, Saman P. Amarasinghe

Proc. ACM Program. Lang., 2022

Unified Compilation for Lossless Compression and Sparse Computing.

Daniel Donenfeld, Stephen Chou, Saman P. Amarasinghe

Proceedings of the IEEE/ACM International Symposium on Code Generation and Optimization, 2022

2021

Compilation of sparse array programming models.

Rawn Henry, Olivia Hsu, Rohan Yadav, Stephen Chou, Kunle Olukotun, Saman P. Amarasinghe, Fredrik Kjolstad

Proc. ACM Program. Lang., 2021

Dynamic Sparse Tensor Algebra Compilation.

Stephen Chou, Saman P. Amarasinghe

CoRR, 2021

An Attempt to Generate Code for Symmetric Tensor Computations.

Jessica Shi, Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe

CoRR, 2021

2020

A sparse iteration space transformation framework for sparse tensor algebra.

Ryan Senanayake, Changwan Hong, Ziheng Wang, Amalee Wilson, Stephen Chou, Shoaib Kamil, Saman P. Amarasinghe, Fredrik Kjolstad

Proc. ACM Program. Lang., 2020

Sparse Tensor Transpositions.

Suzanne Mueller, Willow Ahrens, Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe

Proceedings of the SPAA '20: 32nd ACM Symposium on Parallelism in Algorithms and Architectures, 2020

Automatic generation of efficient sparse tensor format conversion routines.

Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe

Proceedings of the 41st ACM SIGPLAN International Conference on Programming Language Design and Implementation, 2020

2018

Format abstraction for sparse tensor algebra compilers.

Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe

Proc. ACM Program. Lang., 2018

Unified Sparse Formats for Tensor Algebra Compilers.

Stephen Chou, Fredrik Kjolstad, Saman P. Amarasinghe

CoRR, 2018

2017

The tensor algebra compiler.

Fredrik Kjolstad, Shoaib Kamil, Stephen Chou, David Lugato, Saman P. Amarasinghe

Proc. ACM Program. Lang., 2017

taco: a tool to generate tensor algebra kernels.

Fredrik Kjolstad, Stephen Chou, David Lugato, Shoaib Kamil, Saman P. Amarasinghe

Proceedings of the 32nd IEEE/ACM International Conference on Automated Software Engineering, 2017

2013

Using similarity distance for performance prediction of the query optimization process.

Anisoara Nica, Stephen Chou

Proceedings of the Sixth International Workshop on Testing Database Systems, 2013