Patents by Inventor Linsu HAN

Linsu HAN 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).

  • Routing messages based on message priority
    Patent number: 12683893
    Abstract: Methods and systems for routing messages based on message priority. In some aspects, the system may determine paths between a source and one or more destinations. The system may determine, for a first message, using a machine learning model, a first predicted path having a first distance. The system may determine, based on the first predicted path, using a Markov decision process, a priority of the first message. Based on determining that a first confidence score for the first predicted path does not exceed a threshold, the system may select a different path for the first message. The system may select the different path based on the priority of the first message and a second distance associated with the different path. The system may then re-direct the first message along the different path.
    Type: Grant
    Filed: August 5, 2024
    Date of Patent: July 14, 2026
    Assignee: Capital One Services, LLC
    Inventors: Jacob Berger, Charles DeVore, Xiaoyi Wang, Lindsey May, Waleed Algadhi, Linsu Han
  • ROUTING MESSAGES BASED ON MESSAGE PRIORITY
    Publication number: 20260039585
    Abstract: Methods and systems for routing messages based on message priority. In some aspects, the system may determine paths between a source and one or more destinations. The system may determine, for a first message, using a machine learning model, a first predicted path having a first distance. The system may determine, based on the first predicted path, using a Markov decision process, a priority of the first message. Based on determining that a first confidence score for the first predicted path does not exceed a threshold, the system may select a different path for the first message. The system may select the different path based on the priority of the first message and a second distance associated with the different path. The system may then re-direct the first message along the different path.
    Type: Application
    Filed: August 5, 2024
    Publication date: February 5, 2026
    Applicant: Capital One Services, LLC
    Inventors: Jacob BERGER, Charles DeVORE, Xiaoyi WANG, Lindsey MAY, Waleed ALGADHI, Linsu HAN