Ying Xuan

Title: Innovations of Inventor Ying Xuan

Introduction

Ying Xuan is a notable inventor based in Sunnyvale, California. He has made significant contributions to the field of technology, particularly in the areas of image processing and recommendation systems. With a total of 6 patents to his name, his work continues to influence advancements in these domains.

Latest Patents

One of Ying Xuan's latest patents focuses on utilizing visual and textual aspects of images with recommendation systems. This patent describes systems and methods for generating an embedding—a learned representation—for an image. The embedding captures both visual and textual aspects of the image. An encoder-decoder is trained to generate the visual representation, while an optical character recognition (OCR) algorithm identifies text within the image. The final embedding is created by combining the visual and textual representations.

Another significant patent involves a personalized per-member model in feed systems. In this embodiment, a GLMix model is utilized to account for the random effects of individual viewers and actors of feed items. This approach enhances the accuracy of predictions and recommendations by employing three distinct models, each with different granularities and dimensions. The global model assesses the similarity between user attributes and item attributes, while the per-viewer and per-actor models focus on user interactions and activity history.

Career Highlights

Ying Xuan has worked with prominent companies such as Microsoft Technology Licensing, LLC and eBay Incorporated. His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to the advancement of technology in various sectors.

Collaborations

Ying Xuan has collaborated with talented individuals in his field, including Nikita Igorevych Lytkin and Guy Lebanon. These collaborations have fostered a creative environment that encourages the exchange of ideas and the development of groundbreaking technologies.

Conclusion

Ying Xuan's contributions to technology through his patents and collaborations highlight his innovative spirit and dedication to advancing the field. His work continues to inspire future developments in image processing and recommendation systems.