Publications & Presentations
Parallel Implementations of Integrated Singular Value Decomposition (iSVD)
Mu Yang*, Su-Yun Huang, Ting-Li Chen, and Weichung Wang
2017, 9th SIAM Conference on Computational Science and Engineering (CSE2017)
An industrial-academic project with PIXNET. Cosmetics domain entity linking.
My work including data analysis, data preprocessing, programming design, model design, Python code implementation.
iSVD is a parallel low-rank approximate singular value decomposition solver using integrated randomized algorithm for multinode systems.
My work including algorithm modifying, programming design, C++ code implementation.
PaSS is a parallel stochastic search algorithm for information criterion variable selection problems on multinode systems.
My work including programming design, CUDA & C++ code implementation, non-general model developing and implementation.
HiS is a direct linear solver exploiting the sparse structure of multilevel nested dissection matrix to maximize parallel scalability on multinode GPU clusters.
My work including algorithm modifying, C++ code implementation, matrix structure and operation forming.
A research about the performance and incentive compatibility of voting rules in a Bayesian environment.
My work including numerical analysis and MATLAB code implementation.
An n-body simulation using fast multipole method (FMM) with GPU acceleration.
My work including project leading, C++ code implementation, CUDA GPU code implementation, and data structure designing.
A bank account management system.
My work including programming design, data structure developing, C++ code implementation, and team management.
A city traffic simulation of pedestrian, vehicle, and public transportation.
My work including programming design, data structure developing, Java code implementation, MATLAB GUI code modifying, and team management.
A linear algebra library implemented with assembly language.
My work including programming design, data structure developing, Intel assembly code & main C code implementation, and team management.
A chess game program with an AI that can defeat me.
My work including programming design, algorithm developing, data structure developing, C & Java code implementation, and Java GUI modifying.