Company Filing History:
Years Active: 2021-2024
Title: Innovations of Siyang Xie
Introduction
Siyang Xie is a notable inventor based in Mountain View, CA. He has made significant contributions to the field of technology, particularly in user behavior analysis and content localization. With a total of five patents to his name, Xie continues to push the boundaries of innovation.
Latest Patents
One of Siyang Xie's latest patents is focused on object identification based on long-term user behavior and short-term interest. This invention aims to determine potential objects of interest to a user by blending their long-term behavior with their short-term interests. The long-term user behavior is represented as continuous data collected over time, while short-term interest is derived from recent interactions with various objects. By combining these data sets, a user embedding is created, which can then be compared with objects to identify those that may be of interest to the user.
Another significant patent by Xie involves link localization by country. This invention describes systems and methods that utilize machine learning models to compute country vectors for linked content items. The goal is to present relevant content items in response to user requests based on their geographical location. For instance, when a user from a specific country makes a request, the system processes this request to identify candidate content items and determines their relevance based on the computed country vectors.
Career Highlights
Siyang Xie is currently employed at Pinterest, Inc., where he applies his expertise in technology and innovation. His work focuses on enhancing user experience through advanced algorithms and data analysis techniques. Xie's contributions have been instrumental in developing features that cater to user preferences and behaviors.
Collaborations
Some of Siyang Xie's coworkers include Sonja Sabina Knoll and Vitaliy Kulikov. Their collaborative efforts contribute to the innovative environment at Pinterest, fostering creativity and technological advancement.
Conclusion
Siyang Xie's work exemplifies the intersection of technology and user experience. His patents reflect a deep understanding of user behavior and the application of machine learning to solve complex problems. Through his contributions, Xie continues to influence the landscape of innovation in the tech industry.