Company Filing History:
Years Active: 2018-2022
Title: Innovations of Junbiao Tang
Introduction
Junbiao Tang is a notable inventor based in Mercer Island, WA (US). He has made significant contributions to the field of online content optimization, holding a total of 3 patents. His work focuses on enhancing user experience through innovative content presentation techniques.
Latest Patents
Junbiao Tang's latest patents include methods for selecting components to be included in content items optimized for online system users. One of his patents describes an online system that receives multiple candidate components for inclusion in content items. Upon identifying an opportunity to present content to a user, the system dynamically generates an optimal content item that includes one or more candidate components. These components are selected based on their predicted marginal effect on a performance metric associated with the content item. This prediction is achieved using a machine-learned model trained on historical performance data.
Another patent focuses on generating data to predict user affinity for components included in content items. Similar to the first patent, this system receives multiple candidate components and predicts the affinity of the subject user for each component. The model is trained using historical performance information about content items that included the candidate components, ensuring that the optimal content item is tailored to the user's preferences.
Career Highlights
Throughout his career, Junbiao Tang has worked with prominent companies such as Facebook, Inc. and Meta Platforms, Inc. His experience in these leading tech firms has allowed him to refine his skills in content optimization and machine learning.
Collaborations
Junbiao Tang has collaborated with talented individuals in his field, including Zhurun Zhang and Avi Samuel Gavlovski. These collaborations have contributed to the advancement of his innovative projects and patents.
Conclusion
Junbiao Tang's work in online content optimization showcases his expertise and innovative spirit. His patents reflect a deep understanding of user preferences and the application of machine learning in enhancing digital experiences.