Patents by Inventor Xiangle CHENG

Xiangle CHENG 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).

  • Method and system for generating network configurations using graph neural network
    Patent number: 11929912
    Abstract: A method, processing system and processor-readable medium for generating network configurations using a graph neural network (GNN) are provided. The method may include receiving a first matrix M generated based on a set of network requirements; storing a GNN having a plurality of nodes v and a plurality of edges; initializing the GNN based on a second matrix Xv having a plurality of elements, each element corresponding to a node from a plurality of nodes v of the GNN; and generating an output matrix having a plurality of nodes labelled based on the first matrix M.
    Type: Grant
    Filed: December 2, 2022
    Date of Patent: March 12, 2024
    Assignee: HUAWEI TECHNOLOGIES CO., LTD.
    Inventors: Mahmoud Mohamed Bahnasy, Fenglin Li, Shihan Xiao, Xiangle Cheng, Majid Ghaderi
  • METHOD AND SYSTEM FOR GENERATING NETWORK CONFIGURATIONS USING GRAPH NEURAL NETWORK
    Publication number: 20230124663
    Abstract: A method, processing system and processor-readable medium for generating network configurations using a graph neural network (GNN) are provided. The method may include receiving a first matrix M generated based on a set of network requirements; storing a GNN having a plurality of nodes v and a plurality of edges; initializing the GNN based on a second matrix Xv having a plurality of elements, each element corresponding to a node from a plurality of nodes v of the GNN; and generating an output matrix having a plurality of nodes labelled based on the first matrix M.
    Type: Application
    Filed: December 2, 2022
    Publication date: April 20, 2023
    Inventors: Mahmoud Mohamed BAHNASY, Fenglin LI, Shihan XIAO, Xiangle CHENG, Majid GHADERI