Qunzeng Liu

Title: Innovator Spotlight: Qunzeng Liu and His Groundbreaking Patent in Hybrid Entity Matching

Introduction: Qunzeng Liu, an accomplished inventor based in Sunnyvale, CA, has made a significant contribution to the field of technology with his innovative patent focused on hybrid entity matching that drives program execution. As a dedicated professional at Microsoft Technology Licensing, LLC, Liu's work exemplifies the cutting-edge advancements that shape today's digital landscape.

Latest Patents: Qunzeng Liu holds a notable patent titled "Hybrid Entity Matching to Drive Program Execution." The patent describes a method for processing a set of digital inputs that includes a candidate entity-member entity pair. This method involves the extraction of member entity data from an online service's node, addressing cases where exact matches between candidate entity data and member entity data are elusive. The technology innovatively outputs models that assign weight values to text in both candidate and member entity data, enabling the calculation of a similarity score. When the score matches a preset threshold, the candidate entity-member pair is classified using a machine learning model trained on prior analyzed pairs, ultimately determining the likelihood of a match.

Career Highlights: With a dedication to innovation and technology, Qunzeng Liu has built a distinguished career at Microsoft Technology Licensing, LLC. His pioneering work has contributed to the growing body of knowledge in machine learning and program execution, positioning him as a key player in the tech industry. Liu's patent reflects his forward-thinking approach and commitment to solving complex problems through innovative solutions.

Collaborations: Throughout his career, Qunzeng Liu has collaborated with talented colleagues such as Qiannan Yin and Songtao Guo. Together, they have advanced research and development initiatives, driving the creation of influential technologies that benefit various sectors.

Conclusion: Qunzeng Liu's inventive spirit and dedication to advancing technology underscore his role as a prominent inventor in the modern era. His patent on hybrid entity matching not only highlights his expertise but also contributes to the ongoing evolution of machine learning and program execution. As an influential figure in the tech community, Liu continues to pave the way for future innovations that enhance the capabilities of digital systems.