Penporn Koanantakool

ORCID

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 8

Top Venues

CoRR

IPDPS

ACM Trans. Multim. Comput. Commun. Appl.

AISTATS

University of California, Berkeley, USA (PHD)

Education History

University of California, Berkeley, USA

PHD

Publications

Aart J. C. Bik, Penporn Koanantakool, Tatiana Shpeisman, Nicolas Vasilache, Bixia Zheng, Fredrik Kjolstad
Compiler Support for Sparse Tensor Computations in MLIR. ACM Trans. Archit. Code Optim. 19 (4) (2022)
Aart J. C. Bik, Penporn Koanantakool, Tatiana Shpeisman, Nicolas Vasilache, Bixia Zheng, Fredrik Kjolstad
Compiler Support for Sparse Tensor Computations in MLIR. CoRR (2022)
Penporn Koanantakool, Alnur Ali, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Leonid Oliker, Katherine A. Yelick, Sang-Yun Oh
Communication-Avoiding Optimization Methods for Distributed Massive-Scale Sparse Inverse Covariance Estimation. AISTATS (2018)
Noam Shazeer, Youlong Cheng, Niki Parmar, Dustin Tran, Ashish Vaswani, Penporn Koanantakool, Peter Hawkins, HyoukJoong Lee, Mingsheng Hong, Cliff Young, Ryan Sepassi, Blake A. Hechtman
Mesh-TensorFlow: Deep Learning for Supercomputers. CoRR (2018)
Noam Shazeer, Youlong Cheng, Niki Parmar, Dustin Tran, Ashish Vaswani, Penporn Koanantakool, Peter Hawkins, HyoukJoong Lee, Mingsheng Hong, Cliff Young, Ryan Sepassi, Blake A. Hechtman
Mesh-TensorFlow: Deep Learning for Supercomputers. NeurIPS (2018)
Penporn Koanantakool, Alnur Ali, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Sang-Yun Oh, Leonid Oliker, Katherine A. Yelick
Communication-Avoiding Optimization Methods for Massive-Scale Graphical Model Structure Learning. CoRR (2017)
Penporn Koanantakool, Ariful Azad, Aydin Buluç, Dmitriy Morozov, Sang-Yun Oh, Leonid Oliker, Katherine A. Yelick
Communication-Avoiding Parallel Sparse-Dense Matrix-Matrix Multiplication. IPDPS (2016)
Erin C. Carson, James Demmel, Laura Grigori, Nicholas Knight, Penporn Koanantakool, Oded Schwartz, Harsha Vardhan Simhadri
Write-Avoiding Algorithms. IPDPS (2016)
Ekaterina Gonina, Gerald Friedland, Eric Battenberg, Penporn Koanantakool, Michael B. Driscoll, Evangelos Georganas, Kurt Keutzer
Scalable multimedia content analysis on parallel platforms using python. ACM Trans. Multim. Comput. Commun. Appl. 10 (2) (2014)
Penporn Koanantakool, Katherine A. Yelick
A Computation- and Communication-Optimal Parallel Direct 3-Body Algorithm. SC (2014)
Michael B. Driscoll, Evangelos Georganas, Penporn Koanantakool, Edgar Solomonik, Katherine A. Yelick
A Communication-Optimal N-Body Algorithm for Direct Interactions. IPDPS (2013)

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Publication Activity (10 Years)

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Penporn Koanantakool