Mu Yang

Research Assistant, CKIP Lab, Academia Sinica

Education

Employment

Publications & Presentations

Highly Scalable Parallelism of Integrated Randomized Singular Value Decomposition with Big Data Applications

Mu Yang*
2017, Master's Thesis, National Taiwan University

IEEE-CIT-2016

Particle Swarm Stepwise Algorithm (PaSS) on Multicore Hybrid CPU-GPU Clusters

Mu Yang*, Ray-Bing Chen, I-Hsin Chung, and Weichung Wang
2016, 16th IEEE International Conference on Computer and Information Technology (CIT2016)

SIAM-CSE-2017

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)

Projects

CosmEL: Cosmetic Entity Linking

2017-2018

An industrial-academic project with PIXNET. Cosmetics domain entity linking.
My work including data analysis, data preprocessing, programming design, model design, Python code implementation.

Integrated Singular Value Decomposition (iSVD) Algorithm

2015-Present

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.

Particle Swarm Stepwise (PaSS) Algorithm

2013-2015

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.

Hierarchical Schur (HiS) Solver

2015-2016

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.

Ordinal Versus Cardinal Voting Rules

2016

A research about the performance and incentive compatibility of voting rules in a Bayesian environment.
My work including numerical analysis and MATLAB code implementation.

N-Body Simulation Using Fast Multipole Method with CUDA GPU

2016

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.

Bank Account Management System Project

2015

A bank account management system.
My work including programming design, data structure developing, C++ code implementation, and team management.

Wonderful Transportation Forming

2013

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.

The Matrix Project

2012

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.

Chess AI Project

2007

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.