Yitong Zhou

Title: Yitong Zhou: Innovator in Content Recommendation Systems

Introduction

Yitong Zhou is a prominent inventor based in Sunnyvale, CA, known for his contributions to content recommendation systems. With a total of six patents to his name, Zhou has made significant strides in enhancing user experience through innovative technology.

Latest Patents

One of Zhou's latest patents focuses on recommending content to subscribers. The system and methods presented involve projecting content items that subscribers have previously interacted with into a content item embedding space using associated embedding vectors. These content items are then clustered to form multiple interest clusters for each subscriber. A representative embedding vector is determined for each cluster, and these vectors are stored as the representative embedding vectors for the subscriber. When a request for recommended content is made, the online service selects a representative embedding vector associated with the subscriber and identifies new content items based on a similarity measure.

Career Highlights

Zhou has worked with notable companies such as Microsoft Technology Licensing, LLC and Pinterest, Inc. His experience in these organizations has allowed him to refine his skills and contribute to the development of advanced technologies in the field of content recommendation.

Collaborations

Zhou has collaborated with talented individuals, including Lijun Tang and Xu Miao, who have contributed to his projects and innovations.

Conclusion

Yitong Zhou's work in content recommendation systems showcases his innovative spirit and dedication to improving user engagement through technology. His patents reflect a deep understanding of user behavior and the application of advanced algorithms to enhance content delivery.