Ningxi Ni

Title: Ningxi Ni: Innovator in Parameter Optimization and Information Processing

Introduction

Ningxi Ni is a prominent inventor based in Hangzhou, China. He has made significant contributions to the fields of parameter optimization and information processing. With a total of 2 patents, his work focuses on enhancing the efficiency of neural network models and information retrieval methods.

Latest Patents

Ningxi Ni's latest patents include a "Parameter optimization method, electronic device, and storage medium." This patent describes innovative parameter optimization methods and apparatus. In one example, a data processing device obtains a Kronecker factor matrix that indicates a higher-order information matrix of a neural network model. The device segments the Kronecker factor matrix to obtain several square matrices, which are submatrices of the original matrix. The main diagonal lines of these square matrices correspond to parts of the main diagonal line of the Kronecker factor matrix. The data processing device then adjusts a parameter of the neural network model based on these square matrices.

Another notable patent is the "Information processing method, related device, and computer storage medium." This method involves obtaining initial feature information of to-be-queried information and performing feature processing to derive target feature information. The process includes feature dimension processing to adjust the data dimension of the initial feature information to a preset dimension. The method efficiently implements information retrieval through a two-step retrieval operation.

Career Highlights

Ningxi Ni has worked with leading technology companies, including Huawei Technologies Co., Limited and Huawei Technologies Co., Ltd. His experience in these organizations has allowed him to develop and refine his innovative ideas in technology and information processing.

Collaborations

Throughout his career, Ningxi Ni has collaborated with notable colleagues, including Zhenli Sheng and Tingrui Han. These collaborations have contributed to the advancement of his research and inventions.

Conclusion

Ningxi Ni is a distinguished inventor whose work in parameter optimization and information processing has the potential to significantly impact technology. His innovative patents and collaborations reflect his commitment to advancing the field.