Yi Liao

Title: Yi Liao: Innovator in Deep Learning and Image Content Extraction

Introduction

Yi Liao is a prominent inventor based in Apex, NC (US), known for her contributions to the fields of deep learning and image content extraction. With a total of 4 patents, she has made significant strides in developing innovative technologies that enhance data processing and classification.

Latest Patents

One of Yi Liao's latest patents is titled "Predicting likelihood of request classifications using deep learning." This invention involves a system and method that includes receiving a first set of variables associated with a real-time request, extracting a predetermined subset of these variables, and identifying historical request data. The process computes a set of parameters based on the first set of variables and historical data, generating numeric and string sequences for the request. The sequences are then input into a trained deep machine learning model to compute a score indicative of the likelihood that the request belongs to an unauthorized classification.

Another notable patent is focused on "Techniques for image content extraction." This invention encompasses various embodiments directed at extracting contextually structured data from document images. It includes automatically identifying document layout, data, and metadata, as well as extracting information from table images. The technology aims to generate a document template database for automatically extracting contents into a structured format, facilitating machine-facilitated annotations of document images.

Career Highlights

Yi Liao is currently employed at SAS Institute Inc., where she continues to innovate and develop cutting-edge technologies. Her work has significantly impacted the way data is processed and analyzed, particularly in the realms of machine learning and image recognition.

Collaborations

Throughout her career, Yi has collaborated with notable colleagues, including Charles Franklin Board and William Robert Nadolski. These partnerships have fostered a collaborative environment that enhances the development of innovative solutions.

Conclusion

Yi Liao stands out as a leading inventor in her field, with a focus on deep learning and image content extraction. Her contributions are shaping the future of data processing technologies, making her a key figure in the innovation landscape.