Haishan Liu

Title: The Innovations of Haishan Liu

Introduction

Haishan Liu, an accomplished inventor based in Sunnyvale, CA, has made significant contributions to the field of machine learning and content distribution. With a total of four patents to his name, Liu's work focuses on enhancing online interactions and improving the efficiency of content delivery in social networks.

Latest Patents

One of Liu's latest patents is centered on "Generating machine-learned entity embeddings based on online interactions and semantic context." This innovation involves techniques for extracting features of entities and targets applicable in various scenarios, such as entity selection prediction and job recommendation. The patent details a method of storing entity interaction data, which highlights associations between entities and targets. Employing machine learning techniques, Liu's system generates entity and target embeddings, enabling the identification and distribution of relevant content items to specific entities efficiently.

Another noteworthy patent from Liu is focused on "Audience expansion for online social network content." This invention outlines methods and systems designed to enhance the targeting process for content distribution among social network users. By streamlining the content delivery process and maximizing user engagement, Liu's innovations afford content providers greater reach and improved utilization of their content inventory.

Career Highlights

Liu has enjoyed a fruitful career, having worked with reputable companies, including Microsoft Technology Licensing, LLC and LinkedIn Corporation. His background reflects a strong commitment to pushing the boundaries of technology and exploring the uses of artificial intelligence in real-world applications.

Collaborations

Throughout his career, Haishan Liu has collaborated with talented individuals such as Huiji Gao and Jianling Zhong. These collaborations have contributed to the development of innovative solutions and advancements in machine learning, further highlighting Liu’s impact on the industry.

Conclusion

As a prominent inventor, Haishan Liu continues to be a driving force behind technological advancements in machine learning and content distribution. His latest patents showcase his ability to address complex problems and create efficient solutions that enhance user experiences in online environments. Liu’s ongoing contributions are poised to have a lasting impact on the way content is shared and consumed across social networks.