Xingyu Xiang

Title: Innovations by Xingyu Xiang

Introduction

Xingyu Xiang is an accomplished inventor based in San Francisco, CA. He has made significant contributions to the field of technology, particularly in the development of systems that utilize natural language models. With a total of two patents to his name, his work is paving the way for advancements in user activity prediction.

Latest Patents

Xingyu Xiang's latest patents focus on utilizing a natural language model to determine a predicted activity event based on a series of sequential tokens. The disclosed systems leverage a natural language model to identify the most probable candidate sequence of tokens, thereby generating a predicted user activity. The systems can tokenize activity event vectors to create a series of sequential tokens that correspond to recent user activity. For each hypothetical user activity, the systems augment the series of sequential tokens to include a corresponding token. By analyzing the probability scores for each augmented series, the systems can identify the predicted user activity associated with the highest probability score. This innovation allows for the surfacing of one or more suggestions to a client device based on the predicted user activity.

Career Highlights

Xingyu Xiang is currently employed at Dropbox, Inc., where he continues to innovate and develop cutting-edge technologies. His work at Dropbox has positioned him as a key player in the tech industry, contributing to the company's mission of simplifying file storage and collaboration.

Collaborations

Some of his notable coworkers include Ranjitha Gurunath Kulkarni and Jongmin Baek, who collaborate with him on various projects at Dropbox.

Conclusion

Xingyu Xiang's contributions to technology through his patents and work at Dropbox highlight his role as a forward-thinking inventor. His innovations in predicting user activity through natural language models are set to influence the future of user interaction with technology.