Yanen Li

Title: Inventor Spotlight - Yanen Li

Introduction

Yanen Li is an innovative inventor based in Los Angeles, CA. He has contributed significantly to the field of machine learning and content selection systems, holding a total of five patents. His work is characterized by its practical applications and real-time functionalities, making strides in how users interact with content in digital environments.

Latest Patents

Yanen's latest patents showcase his expertise and vision in developing advanced neural network systems. One of his notable inventions, the "Joint Embedding Content Neural Networks," involves a system that selects content based on user and item content embeddings. This approach allows updates in real-time on the user's device without requiring server support. Additionally, the system can send requests to the server containing an anonymous user embedding, which effectively describes the user's inputs. The closest content to the user embedding in the joint embedding space can then be suggested as personalized content.

Another significant patent is the "User Type Affinity Estimation Using Gamma-Poisson Model." This patent outlines systems and methods that generate user click history and random bucket training tables for a user-type-affinity machine learning model. By combining these tables, training data is created to enhance model accuracy. Furthermore, it provides processes for generating user click prediction tables and user-type-affinity prediction values for various users through the input of click prediction data into the machine learning model.

Career Highlights

Yanen Li currently works at Snap Inc., a company known for its innovative approach to multimedia messaging. His role involves leveraging his knowledge in machine learning to improve user experiences and content interaction on their platforms. The impact of his contributions can be seen in the advancement of technologies that personalize content selection for users.

Collaborations

Yanen collaborates with talented professionals like Ning Xu and Shibi He, contributing to a rich work environment where innovative ideas can flourish. Working alongside these individuals, Yanen continues to push the boundaries of technology in content delivery and user engagement.

Conclusion

In conclusion, Yanen Li stands out as a notable inventor in the field of machine learning and user interaction technologies. His five patents reflect his dedication to innovation and the advancement of systems that enhance how users connect with digital content. With his expertise and collaborative spirit, Yanen is set to inspire future developments in the tech industry.