Lingyun Li

Title: Innovations by Inventor Lingyun Li

Introduction

Lingyun Li is a notable inventor based in Toronto, Canada. He has made significant contributions to the field of autonomous vehicles, particularly in the area of motion forecasting. With a total of 2 patents, his work is paving the way for advancements in how vehicles interact with their environment.

Latest Patents

Lingyun Li's latest patents focus on systems and methods for generating motion forecast data for a plurality of actors with respect to an autonomous vehicle. One of his patents describes a computing system that inputs first relative location embedding data into an interaction transformer model. This model outputs motion forecast data for actors relative to a vehicle. The system can then input this data into a prediction model to receive respective trajectories for the actors for both current and subsequent time steps. Another patent outlines a computing system configured to input sensor data into an object detection model. This model produces object detection data that describes features of the actors relative to the autonomous vehicle. The system analyzes this data using an interaction model to generate an attention embedding, which is then used to determine the respective trajectories for the actors.

Career Highlights

Lingyun Li is currently employed at UATC, LLC, where he continues to innovate in the field of autonomous vehicle technology. His work is characterized by a strong focus on improving the interaction between vehicles and their surroundings, which is crucial for the development of safe and efficient autonomous systems.

Collaborations

Lingyun has collaborated with notable colleagues, including Bin Yang and Ming Liang. Their combined expertise contributes to the innovative projects at UATC, LLC.

Conclusion

Lingyun Li's contributions to the field of autonomous vehicles through his patents and collaborative efforts highlight his role as a key innovator. His work is essential for the future of transportation technology.