Yunhui Zheng

Title: Innovations of Inventor Yunhui Zheng

Introduction

Yunhui Zheng is a prominent inventor based in Elmsford, NY (US), known for his significant contributions to the field of artificial intelligence and software development. With a total of 11 patents to his name, Zheng has made remarkable strides in enhancing AI models and improving software reliability.

Latest Patents

One of his latest patents is titled "Training data augmentation via program simplification." This innovation provides techniques for augmenting training datasets used for training AI models. The system described in this patent includes a memory that stores computer-executable components and a processor that executes these components. The training augmentation component generates an augmented training dataset by extracting simplified source code samples from existing training datasets.

Another notable patent is focused on "Source code fault detection." This approach enables the identification of faults within source code by converting implementation code into Abstract Syntax Trees (ASTs). The implementation code is represented as sets of AST paths, and classification results are generated to indicate the probability of faults in the corresponding functions. This method enhances the reliability of software by providing fault detection results based on the classification outcomes.

Career Highlights

Yunhui Zheng is currently employed at International Business Machines Corporation (IBM), where he continues to innovate and contribute to advancements in technology. His work has had a significant impact on the development of AI and software engineering practices.

Collaborations

Zheng has collaborated with notable colleagues, including Jim Alain Laredo and John Erik Wittern, further enhancing the innovative environment in which he works.

Conclusion

Yunhui Zheng's contributions to the field of artificial intelligence and software development are noteworthy. His patents reflect a commitment to improving technology and addressing challenges in AI training and software reliability. His work at IBM and collaborations with esteemed colleagues underscore his role as a leading inventor in the industry.