Xiaocheng Deng

Title: Innovations of Xiaocheng Deng

Introduction

Xiaocheng Deng is an accomplished inventor based in Sammamish, WA (US). He has made significant contributions to the field of technology, particularly in the areas of language model processing and knowledge management. With a total of 2 patents, his work reflects a deep understanding of complex systems and innovative problem-solving.

Latest Patents

Xiaocheng Deng's latest patents include "Cache techniques for large language model processing" and "Generating an acronym index by mining a collection of document artifacts." The first patent describes techniques for cache management in large language model (LLM) processing. It includes a signal hashing model that generates a key for specific context data, allowing for efficient cache lookups. If a cache hit occurs, the stored output is used to respond to user input. In cases of a cache miss, the LLM processes the context data and user input to generate an output within a specified timeout. The second patent focuses on building a knowledge base that includes acronyms and their expansions, tailored to specific organizations. This method enhances the accuracy of definitions by analyzing contextual data from various artifacts associated with the organization.

Career Highlights

Throughout his career, Xiaocheng has worked with notable companies such as Microsoft Technology Licensing, LLC and Amazon Technologies, Inc. His experience in these leading technology firms has allowed him to refine his skills and contribute to groundbreaking projects.

Collaborations

Xiaocheng has collaborated with talented individuals, including Xiaojiang Huang and Hong Hong. These partnerships have fostered innovation and creativity in his work.

Conclusion

Xiaocheng Deng is a prominent inventor whose contributions to technology and language processing are noteworthy. His patents demonstrate his ability to address complex challenges and enhance efficiency in various applications.