Patents by Inventor Lingyi Lu

Lingyi Lu 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: 20180046920
    Abstract: Various systems, mediums, and methods may perform operations, such as collecting various types of data from one or more data sources. Further, the operations may include learning user behaviors based on iterations of the collected historical data with a recurrent neural network (RNN) with long short term memory (LSTM). Yet further, the operations may include determining one or more feature vectors that represents the learned user behaviors. In addition, the operations may include generating one or more models associated with the learned user behaviors based on the one or more determined vectors.
    Type: Application
    Filed: August 10, 2016
    Publication date: February 15, 2018
    Inventors: Yaqin Yang, Fransisco Kurniadi, Lingyi Lu