This inventor holds 2 USPTO granted patents and 15 published patent applications. Top assignee: The Toronto-Dominion Bank. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: The Innovative Contributions of Yi Sui
Introduction
Yi Sui is a notable inventor based in Newmarket, Canada. He has made significant contributions to the field of technology, particularly in model training systems and information retrieval methods. With a total of 2 patents, his work showcases a blend of innovation and practical application.
Latest Patents
One of Yi Sui's latest patents is titled "Distributed model training with collaboration weights for private data sets." This invention focuses on enabling model training systems to collaborate without exposing their respective private data sets. Each private data set learns a set of client weights for various computer models during training. The inference for a specific private data set is determined as a mixture of the computer model parameters according to the client weights. The training process involves updating client weights based on how well the sampled models represent the private data set, thereby enhancing the model's accuracy.
Another significant patent by Yi Sui is "Computing systems and methods for generating a response to a query based on a corpus of documents." This invention outlines a method for retrieving relevant information from a corpus of documents in response to a query. The process includes subdividing each document into chunks and using a synthetic generation language model to create synthetic information related to each chunk. An embedding model generates multiple vectors for each chunk, which are then utilized by an information retrieval system to identify relevant chunks.
Career Highlights
Yi Sui is currently employed at the Toronto-Dominion Bank, where he applies his expertise in technology and innovation. His work at the bank allows him to contribute to advancements in financial technology and data management.
Collaborations
Some of Yi Sui's coworkers include Graham Andrew Warner and Paulina Corona Ugalde. Their collaboration fosters a creative environment that encourages innovative solutions in their respective fields.
Conclusion
Yi Sui's contributions to technology through his patents and work at the Toronto-Dominion Bank highlight his role as an influential inventor. His innovative approaches to model training and information retrieval continue to impact the industry positively.