Patents by Inventor Jialei Shi

Jialei Shi 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).

  • Publication number: 20250165863
    Abstract: A method may include: receiving a set of retain samples comprising retain features to retain in a pretrained machine learning model, and a set of forget samples comprising forget features to remove from the pretrained machine learning model; providing the set of retain samples to the pretrained machine learning model resulting in a retain output and the set of forget samples to the pretrained machine learning model, resulting in a forget output; generating a set of retain weights and a set of forget weights based on the retain output and the forget output; freezing the set of retain weights; setting each forget weight to an initial state; executing a training epoch using the pretrained machine learning model and the retain samples that retrains the forget weights using the retain samples; combining the retrained forget weights with the retained weights to form an unlearned machine learning model.
    Type: Application
    Filed: November 14, 2024
    Publication date: May 22, 2025
    Inventors: Jialei SHI, Konstantinos GOURGOULIAS, Sean MORAN, Najah GHALYAN, John BUFORD, Leandro RIOS
  • Publication number: 20250036859
    Abstract: Implementations generally relate to text clustering with heuristic and multi-metric control. In some implementations, a method includes receiving an electronic source document containing text. The method further includes dividing the text into text units, encoding the text units, and transforming the text units into numerical values. The method further includes generating a graph of the text units based on the numeric values, where the graph includes nodes corresponding to the text units and edges corresponding to pairs of the text units. The method further includes ordering the text units into text clusters based on the graph of the text units. The method further includes generating an electronic target document that presents the text clusters based on one or more preference heuristics.
    Type: Application
    Filed: July 26, 2023
    Publication date: January 30, 2025
    Inventors: Jialei SHI, John F. BUFORD
  • Patent number: D998812
    Type: Grant
    Filed: April 8, 2023
    Date of Patent: September 12, 2023
    Inventor: Jialei Shi
  • Patent number: D1044011
    Type: Grant
    Filed: April 18, 2024
    Date of Patent: September 24, 2024
    Assignee: Haimen District Haoguang Lighting Equipment Factory
    Inventor: Jialei Shi
  • Patent number: D1047171
    Type: Grant
    Filed: March 22, 2024
    Date of Patent: October 15, 2024
    Assignee: Haimen District Haoguang Lighting Equipment Factory
    Inventor: Jialei Shi