Cheng-En Yen

Title: Innovations by Cheng-En Yen

Introduction

Cheng-En Yen is a notable inventor based in Taipei, Taiwan. He has made significant contributions to the field of technology, particularly in automated systems and personalized recommendations. With a total of 2 patents, his work showcases innovative solutions to complex problems in user interaction and content delivery.

Latest Patents

Cheng-En Yen's latest patents include an "Automated Model Update Pipeline." This invention involves one or more computing devices, systems, and methods for implementing an automated model update pipeline. It collects user behavior data associated with content provided to users and invokes automatic model training to output a set of model parameters based on a configuration specifying a target audience. The system determines if the new model will outperform a deployed model on a content serving platform and updates the platform accordingly.

Another significant patent is for "Systems and Methods for Rendering Near-Real-Time Embedding Models for Personalized News Recommendations." This invention addresses the cold start problem by aggregating user interaction data over time. It generates an embedding model based on this data, creating content embedding vectors and embedding profile vectors for training a ranking model. The system ultimately generates a predicted list of content items of interest for user recommendations.

Career Highlights

Cheng-En Yen has worked with prominent companies such as Yahoo Assets LLC and Yahoo Ad Tech LLC. His experience in these organizations has allowed him to develop and refine his innovative ideas, contributing to advancements in technology and user experience.

Collaborations

Cheng-En has collaborated with talented individuals like Yi-Ting Tsao and Yu-Ting Chang. Their teamwork has fostered an environment of creativity and innovation, leading to the development of impactful technologies.

Conclusion

Cheng-En Yen's contributions to technology through his patents and collaborations highlight his role as a forward-thinking inventor. His work continues to influence the way users interact with content and technology.