Qi Shen

Title: Innovations and Contributions of Inventor Qi Shen

Introduction

Qi Shen is a notable inventor based in New York, NY (US), recognized for his contributions to technology and innovation. He holds a total of 9 patents, showcasing his expertise and creativity in the field.

Latest Patents

One of Qi Shen's latest patents is titled "Hierarchical graph retrieval augmented generation with context embedding." This method involves obtaining a hierarchical document structure of a raw document, which includes multiple sections arranged in a hierarchy of successive document levels. A hierarchical document graph is constructed, corresponding to the hierarchical document structure of the raw document. The process retrieves a hierarchical document graph that matches a user query, followed by a hierarchical search on the graph to obtain a set of relevant nodes. From these nodes, relevant content embeddings are retrieved, allowing a large language model (LLM) to generate a response to the user query, which is then presented in a user application.

Another significant patent is the "Method and apparatus for deriving and using trustful application metadata." This method, along with a non-transitory computer-readable medium and apparatus, focuses on deriving trustful metadata for an application. The method crawls online for the application, analyzes its function, and generates trustful metadata based on that function.

Career Highlights

Qi Shen has worked with prominent organizations, including AT&T Intellectual Property and Columbia University. His experience in these institutions has contributed to his development as an inventor and innovator.

Collaborations

Throughout his career, Qi Shen has collaborated with talented individuals such as Wei Wang and Andrea Giuseppe Forte, who is a woman. These collaborations have likely enriched his work and led to significant advancements in his projects.

Conclusion

In summary, Qi Shen is a distinguished inventor whose work in hierarchical document structures and trustful application metadata has made a significant impact in the field of technology. His contributions continue to influence the way we interact with information and applications today.