Xianren Wu

Title: Xianren Wu: Innovator in Machine Learning and Social Networking Technologies

Introduction

Xianren Wu is a prominent inventor based in San Jose, CA, known for his contributions to machine learning and social networking technologies. With a total of 11 patents to his name, he has made significant strides in the field, particularly in the areas of entity representation and search query generation.

Latest Patents

Among his latest patents is "Joint representation learning of standardized entities and queries." This innovation involves receiving an indication of various entities within a social networking service, including at least two entities of different types. The process utilizes a first machine-learned model to learn embeddings for these entities in a d-dimensional space. A second machine-learned model, known as a deep structured semantic model (DSSM), is employed to learn embeddings for query terms not contained in the initial entity indication. The invention calculates a similarity score between a query term and an entity by measuring the distance between their respective embeddings.

Another notable patent is "Query building for search by ideal candidates." In this embodiment, specified ideal candidates are used to perform searches in a database. Attributes are extracted from the ideal candidate profiles, and a search query is generated based on these attributes. This query is then used to search member profiles within the social networking service, returning relevant results.

Career Highlights

Xianren Wu is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop innovative solutions that enhance user experience in social networking platforms. His work focuses on leveraging machine learning to improve the accuracy and efficiency of search functionalities.

Collaborations

Xianren has collaborated with notable colleagues, including Shan Zhou and Qi Guo, contributing to a dynamic team that drives innovation within their projects.

Conclusion

Xianren Wu's contributions to machine learning and social networking technologies have established him as a key figure in the field. His innovative patents reflect a commitment to enhancing user interactions and search capabilities in digital environments.