Yuhui Xu

Title: Yuhui Xu: Innovator in Quantization Models and Neural Architecture Search

Introduction

Yuhui Xu is a prominent inventor based in Shenzhen, China. He has made significant contributions to the fields of artificial intelligence and computer vision. With a focus on optimizing quantization models and neural architecture search methods, Xu has been at the forefront of technological advancements.

Latest Patents

Yuhui Xu holds 2 patents that showcase his innovative approaches. His latest patents include a "Method and apparatus for optimizing quantization model, electronic device, and computer storage medium." This optimization method involves determining jump ratios of embedding layer parameters of a trained quantization model within a predetermined time range. The quantization model comprises a neural network model obtained after quantization processing on the embedding layer parameters. The method also includes determining a jump curve based on the jump ratios and optimizing the initial algorithm of the quantization model based on a time scaling parameter.

Another notable patent is the "Neural architecture search method and image processing method and apparatus." This patent provides example methods and apparatuses in the field of computer vision. The neural architecture search method includes determining a search space and a plurality of construction units, superimposing these units to create a search network, and adjusting network architectures to obtain optimized construction units.

Career Highlights

Yuhui Xu has worked with leading technology companies, including Huawei Technologies Co., Limited and Tencent Technology (Shenzhen) Company Limited. His experience in these organizations has allowed him to develop and refine his innovative ideas in the tech industry.

Collaborations

Throughout his career, Yuhui Xu has collaborated with talented individuals, including Yongzhuang Wang and Guojun Qi. These collaborations have contributed to the advancement of his research and inventions.

Conclusion

Yuhui Xu is a notable inventor whose work in optimizing quantization models and neural architecture search has made a significant impact in the field of artificial intelligence. His contributions continue to shape the future of technology and innovation.