Rex Ying

Title: Innovations of Rex Ying

Introduction

Rex Ying is a prominent inventor based in Stanford, California, known for his significant contributions to the field of technology and data science. With a total of seven patents to his name, Ying has made remarkable advancements in generating embeddings for nodes within corpus graphs, which are crucial for various applications, including recommender systems.

Latest Patents

One of Ying's latest patents is focused on generating neighborhood convolutions within a large network. This patent presents systems and methods for generating embeddings for nodes of a corpus graph. The operations for generating an aggregated embedding vector for a target node are efficiently divided between central processing units (CPUs) and graphic processing units (GPUs). This innovative approach allows for the identification of a target node's relevant neighborhood within the corpus graph, leading to improved processing efficiency.

Another notable patent by Ying is the development of an efficient convolutional network for recommender systems. This invention outlines systems and methods for generating embeddings that correspond to aggregated embedding vectors for nodes within a corpus graph. By identifying a relevant neighborhood of nodes for a target node, Ying's method enhances content recommendations based on both the target node's embedding information and that of its immediate neighbors.

Career Highlights

Rex Ying has worked with leading technology companies, including Amazon Technologies, Inc. and Pinterest, Inc. His experience in these organizations has allowed him to apply his innovative ideas in real-world applications, further solidifying his reputation as a leading inventor in his field.

Collaborations

Throughout his career, Ying has collaborated with notable professionals, including Jurij Leskovec and Chantat Eksombatchai. These collaborations have contributed to the advancement of his research and the successful implementation of his inventions.

Conclusion

Rex Ying's contributions to technology through his patents and collaborations highlight his innovative spirit and expertise in data science. His work continues to influence the development of advanced systems for generating embeddings, showcasing the importance of his inventions in the tech industry.