Pin Xiao

Title: The Innovative Contributions of Pin Xiao

Introduction

Pin Xiao is a prominent inventor based in Shenzhen, China. He has made significant contributions to the field of artificial intelligence and data processing, holding a total of 7 patents. His work focuses on enhancing the efficiency and effectiveness of data processing methods and federated learning architectures.

Latest Patents

One of his latest patents is titled "Method and apparatus for vertical federated learning." This invention relates to a method for vertical federated learning in a multi-way tree topology. It involves an upper-layer participation node that corresponds to multiple lower-layer participation nodes. After exchanging public keys, the upper-layer node performs secure two-party joint computation with the lower-layer nodes to obtain joint outputs of a federated model. This architecture improves the equality of each participation node in the vertical federated learning process.

Another notable patent is "Data processing method and apparatus, computer-readable medium, and electronic device." This application focuses on a data processing method that includes acquiring a relationship graph network. The method involves core degree mining on the network and iteratively updating node core degrees. It also includes pruning the network to remove certain nodes and edges, thereby optimizing the data processing capabilities.

Career Highlights

Pin Xiao has worked with notable companies, including Tencent Technology (Shenzhen) Company Limited and Tencent Technology 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, Pin Xiao has collaborated with talented individuals such as Yangyu Tao and Xiaosen Li. These collaborations have contributed to the advancement of his research and inventions.

Conclusion

Pin Xiao's contributions to the fields of artificial intelligence and data processing are noteworthy. His innovative patents and career achievements reflect his dedication to advancing technology. His work continues to influence the industry and inspire future innovations.