Si Heng Sun

Title: Innovations of Si Heng Sun

Introduction

Si Heng Sun is a notable inventor based in Xi'an, China. He has made significant contributions to the field of data processing and machine learning. With a total of 3 patents, his work focuses on enhancing the efficiency of data conversion and extraction processes.

Latest Patents

One of his latest patents is titled "Conversion of tabular format data to machine readable text for QA operations." This invention involves a system and method for converting tables containing text into images, labeling text areas with bounding boxes, and reconstructing the image into a graph form. The process includes inputting nodes into a trained neural network to determine relationships and translating the knowledge graph into machine-readable natural language. Another significant patent is "Semantic template matching," which outlines a method for field extraction. This method determines key positions in electronic files, isolates candidate key values, and extracts key-value pairs regardless of their structure.

Career Highlights

Si Heng Sun has worked with prominent companies such as IBM and Kyndryl, Inc. His experience in these organizations has allowed him to develop and refine his innovative ideas in data processing and machine learning.

Collaborations

Throughout his career, Si Heng Sun has collaborated with talented individuals, including Zhong Fang Yuan and Tong Liu. These partnerships have contributed to the advancement of his projects and innovations.

Conclusion

Si Heng Sun's contributions to the field of data processing and machine learning are noteworthy. His innovative patents and career achievements reflect his dedication to advancing technology.