This inventor holds 2 USPTO granted patents and 3 published patent applications. Top assignee: Gm Cruise Holdings LLC. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Zisu Dong: Innovator in Autonomous Vehicle Technology
Introduction
Zisu Dong is a prominent inventor based in Oakland, CA, specializing in advancements in autonomous vehicle technology. He holds 2 patents that contribute significantly to the field of generative artificial intelligence and trajectory generation for autonomous systems.
Latest Patents
One of Zisu Dong's latest patents is titled "Generative artificial intelligence to pre-train and fine-tune models for multiple autonomous vehicle future trajectories." This patent discloses embodiments for facilitating generative AI to pre-train and fine-tune models for generating multiple AV trajectories. The process involves training a teacher generative AI model on a first set of training data and providing a student generative AI model with at least one distillation of the teacher model. The student model is then trained using a smaller second set of training data and deployed in resource-constrained environments.
Another significant patent is "Right-of-way-based semantic coverage and automatic labeling for trajectory generation in autonomous systems." This invention focuses on labeling and classifying trajectories generated for AV interactions with road agents. It includes methods for assigning auxiliary labels to assert and yield trajectories, utilizing ground truth labels to train a trajectory generation model effectively.
Career Highlights
Zisu Dong is currently employed at Gm Cruise Holdings LLC, where he applies his expertise in AI and autonomous systems. His work is pivotal in enhancing the capabilities of autonomous vehicles, making them safer and more efficient.
Collaborations
Zisu collaborates with talented individuals in his field, including Xiaohan Zhang and Yeojin Jung, who contribute to the innovative projects at Gm Cruise Holdings LLC.
Conclusion
Zisu Dong's contributions to the field of autonomous vehicle technology through his patents and collaborations highlight his role as a leading inventor. His work continues to shape the future of transportation and AI integration.