Company Filing History:
Years Active: 2021-2022
Title: Innovations by Weiwei Guo
Introduction
Weiwei Guo is an accomplished inventor based in Foster City, California. He has made significant contributions to the field of machine learning and search technologies. With a total of three patents to his name, Guo's work focuses on enhancing user experience through personalized search query suggestions.
Latest Patents
One of Guo's latest patents is titled "Generating personalized query suggestions." This invention describes a machine learning-based method for generating personalized query suggestions. It addresses the technical problem of personalizing search query suggestions produced by a machine learning model by extending the sequence-to-sequence machine learning model framework. This framework takes into consideration additional, personalized features of the user, such as profile industry, language, and geographic location. The methodology includes both an offline model training framework and an online serving framework.
Another notable patent is "Neural related search query generation." This approach utilizes a neural encoder that reads through a source query to build a query intent vector. The query intent vector is then processed through a neural decoder to emit a related query. This method captures long-range dependencies in the source query, allowing for the generation of related queries for long-tail source queries, including those that have not been recently submitted to the search system.
Career Highlights
Weiwei Guo is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate in the field of search technologies. His work has been instrumental in advancing the capabilities of machine learning applications in real-world scenarios.
Collaborations
Guo collaborates with talented individuals such as Huiji Gao and Bo Long, contributing to a dynamic and innovative work environment.
Conclusion
Weiwei Guo's contributions to machine learning and search technologies demonstrate his commitment to enhancing user experience through innovation. His patents reflect a deep understanding of user needs and the technical challenges involved in addressing them.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.