Hongyang Yu

Title: Innovations by Hongyang Yu

Introduction

Hongyang Yu is a notable inventor based in Chatswood, Australia. He has made significant contributions to the field of machine learning and data extraction, holding a total of four patents. His work focuses on enhancing the accuracy and efficiency of data processing from digital documents.

Latest Patents

One of Hongyang Yu's latest patents is centered around text-based machine learning extraction of table data from read-only documents. This technology provides solutions for automatically reading digital electronic documents that contain tables. It accurately extracts table data, including rows and columns, with high throughput. The embodiments of this technology convert a table portion of a read-only document into a searchable and editable data record. This is achieved using text rectangle (TR)-level numerical data that indicates probabilities of TRs belonging to canonicals. Additionally, at least one convolutional neural network (CNN) processes the TR-level numerical data to produce table-level numerical data.

Career Highlights

Hongyang Yu is currently employed at Coupa Software Inc., where he continues to innovate and develop advanced technologies. His expertise in machine learning and data extraction has positioned him as a valuable asset in his field.

Collaborations

Some of his notable coworkers include Hanieh Borhanazad and Sandip Mandlecha, who contribute to the collaborative environment at Coupa Software Inc.

Conclusion

Hongyang Yu's work in machine learning and data extraction exemplifies the innovative spirit of modern inventors. His patents reflect a commitment to improving technology and enhancing data processing capabilities.