2013-2017 | Nat'l. Taiwan Univ. Research Assistant
Supervised by Prof. Weichung Wang Institute of Applied Mathematical Sciences, National Taiwan University, Taipei, Taiwan conducting researches of high-performance parallel computing on hybrid CPU-GPU structures
2016-2016 | Nat'l. Taiwan Univ. Research Assistant
Supervised by Prof. Semin Kim Department of Economics, National Taiwan University, Taipei, Taiwan conducting researches of ordinal versus cardinal voting rules
A general and flexible framework of word embeddings to incorporate each type (e.g. word-sense, part-of-speech, topic) of contextual feature for learning feature-specific word embeddings in an explicit fashion.
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 parallel linear solver for sparse symmetric positive definite matrices using direct/iterative method on each parts of k-way vertex partitioning to maximize parallel scalability on multinode systems.
My work including theoretical researching, algorithm modifying, programming design, C++ code implementation.
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.