Company Filing History:
Years Active: 2020-2023
Title: Innovations of Luyu Wang: Pioneering Neural Network Technologies
Introduction
Luyu Wang is an accomplished inventor based in Toronto, Canada. He has made significant contributions to the field of artificial intelligence, particularly in the development of robust neural network technologies. With a total of 5 patents to his name, Wang is recognized for his innovative approaches to machine learning and data structures.
Latest Patents
One of Luyu Wang's latest patents is titled "Robust pruned neural networks via adversarial training." This patent describes systems, methods, and computer-readable media designed to train a compressed neural network with high robustness. The process involves adversarial pre-training with both original and perturbed data, followed by pruning 'unimportant' weights or filters based on specific criteria. The pruned neural network is then retrained with both clean and perturbed data to enhance its performance.
Another notable patent is "Method and device for conducting measurements for an N-dimensional data structure." This invention outlines a method for acquiring measurements for a data structure corresponding to an array of variables. It includes selecting a subset of elements, measuring sampled values, and storing these values in a K-nearest neighbor (KNN) database. The method generates a predicted value data structure and labels elements as certain or uncertain based on their nearest neighbors.
Career Highlights
Luyu Wang is currently employed at the Royal Bank of Canada, where he applies his expertise in artificial intelligence to enhance financial technologies. His work focuses on developing innovative solutions that leverage machine learning to improve data analysis and decision-making processes.
Collaborations
Wang collaborates with talented individuals in his field, including Yanshuai Cao and Weiguang Ding. These partnerships foster a creative environment that encourages the exchange of ideas and the development of groundbreaking technologies.
Conclusion
Luyu Wang's contributions to the field of artificial intelligence and neural networks are noteworthy. His innovative patents and career at the Royal Bank of Canada highlight his commitment to advancing technology. Wang's work continues to influence the landscape of machine learning and data analysis.