Shulei Ma

Title: Innovations of Shulei Ma: A Pioneer in Content Delivery Technologies

Introduction

Shulei Ma is an accomplished inventor based in Beijing, China. He has made significant contributions to the field of content delivery through his innovative patents. With a total of four patents to his name, Ma's work focuses on enhancing the efficiency and effectiveness of content delivery systems.

Latest Patents

One of Shulei Ma's latest patents is titled "Reinforcement learning for delivery of content." This invention outlines a method that determines a reward metric based on feedback for an instance of content. The delivery status for a delivery constraint of the instance of content is applied to the reward metric to generate a constrained reward metric. The method utilizes this constrained reward metric to train a model, which is then used to select from a plurality of instances of content for delivery.

Another notable patent is "Optimal supplemental content selection in content delivery." This method receives information for the delivery of instances of supplemental content for a plurality of line items. Each line item is associated with an instance of supplemental content that can be delivered, along with a pacing curve that describes the pace of delivery over time. The method updates a parameter for the line item to generate an updated parameter based on the delivery of the instances of supplemental content and a desired pacing behavior. The updated parameter is then provided to a selection system that uses it to select an instance for delivery, adjusting the delivery of instances of supplemental content to meet the pacing curve based on the characteristics of the pacing behavior.

Career Highlights

Shulei Ma is currently employed at Hulu, LLC, where he continues to innovate in the realm of content delivery technologies. His work has been instrumental in improving how content is delivered to users, ensuring a more tailored and efficient experience.

Collaborations

Shulei Ma has collaborated with notable colleagues such as Chunyang Wei and Dingming Wu. Their combined expertise has contributed to the advancement of technologies in content delivery.

Conclusion

Shulei Ma's contributions to the field of content delivery through his innovative patents demonstrate his commitment to enhancing user experiences. His work at Hulu, LLC, along with his collaborations, positions him as a key figure in the ongoing evolution of content delivery technologies.