Patents by Inventor Jui-Ling Tsai

Jui-Ling Tsai has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • MULTI-OBJECTIVE AUTO TUNING FOR LAYER FUSION AND TENSOR TILING ON MULTI-LEVEL CACHE HIERARCHY
    Publication number: 20240119283
    Abstract: A method of performing automatic tuning on a deep learning model includes: utilizing an instruction-based learned cost model to estimate a first type of operational performance metrics based on a tuned configuration of layer fusion and tensor tiling; utilizing statistical data gathered during a compilation process of the deep learning model to determine a second type of operational performance metrics based on the tuned configuration of layer fusion and tensor tiling; performing an auto-tuning process to obtain a plurality of optimal configurations based on the first type of operational performance metrics and the second type of operational performance metrics; and configure the deep learning model according to one of the plurality of optimal configurations.
    Type: Application
    Filed: October 6, 2023
    Publication date: April 11, 2024
    Applicant: MEDIATEK INC.
    Inventors: Jui-Yang Hsu, Cheng-Sheng Chan, Jen-Chieh Tsai, Huai-Ting Li, Bo-Yu Kuo, Yen-Hao Chen, Kai-Ling Huang, Ping-Yuan Tseng, Tao Tu, Sheng-Je Hung
  • Heterodimeric vascular endothelial growth factor and use thereof
    Patent number: 10851142
    Abstract: A fusion protein, comprising: (i) a first vascular endothelial growth factor (VEGF) isoform, and (ii) a second VEGF isoform, and (iii) a dimerization domain between the first isoform and the second isoform, wherein the first isoform and the second isoform are selected from VEGF121 and VEGF165.
    Type: Grant
    Filed: December 2, 2016
    Date of Patent: December 1, 2020
    Assignee: National Health Research Institutes
    Inventors: Alan Yueh-Luen Lee, Jui-Ling Tsai
  • HETERODIMERIC VASCULAR ENDOTHELIAL GROWTH FACTOR AND USE THEREOF
    Publication number: 20180355004
    Abstract: A fusion protein, comprising: (i) a first vascular endothelial growth factor (VEGF) isoform, and (ii) a second VEGF isoform, and (iii) a dimerization domain between the first isoform and the second isoform, wherein the first isoform and the second isoform are selected from VEGF121 and VEGF165.
    Type: Application
    Filed: December 2, 2016
    Publication date: December 13, 2018
    Inventors: Alan Yueh-Luen Lee, Jui-Ling Tsai