Location History:
- Sunnyvale, CA (US) (2020)
- San Jose, CA (US) (2021 - 2022)
Company Filing History:
Years Active: 2020-2022
Title: Innovations of Jianling Zhong in Machine Learning and Search Technologies
Introduction
Jianling Zhong is a prominent inventor based in San Jose, California, known for his contributions to machine learning and search technologies. With a total of four patents to his name, he has made significant strides in personalizing search query suggestions and enhancing related query generation.
Latest Patents
One of Jianling Zhong's latest patents is focused on generating personalized query suggestions. This machine learning-based method addresses the technical problem of personalizing search query suggestions by extending the sequence-to-sequence machine learning model framework. It takes into account additional, personalized features of the user, such as profile industry, language, and geographic location. This methodology includes both an offline model training framework and an online serving framework. Another notable patent involves a neural related query generation approach. This approach utilizes a neural encoder to read through a source query and 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
Jianling Zhong is currently employed at Microsoft Technology Licensing, LLC, where he continues to innovate in the field of search technologies. His work has significantly impacted how search engines understand and process user queries, leading to more relevant search results.
Collaborations
Jianling has collaborated with notable colleagues, including Huiji Gao and Weiwei Guo, contributing to advancements in their respective fields.
Conclusion
Jianling Zhong's work in machine learning and search technologies exemplifies the innovative spirit of modern inventors. His patents not only enhance user experience but also push the boundaries of what is possible in search technology.
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.